From 837e250c9f361222e16060771da1a5a4a410260b Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Thu, 29 Aug 2024 16:18:51 -0700 Subject: [PATCH 01/24] Memory efficiency blog 8.0 Signed-off-by: Harkrishn Patro --- content/authors/hpatro.md | 11 ++ ...2024-08-29-valkey-memory-efficiency-8-0.md | 148 ++++++++++++++++++ static/assets/media/authors/hpatro.png | Bin 0 -> 3518 bytes .../dictionary_bucket_and_entry_overview.png | Bin 0 -> 22994 bytes .../dictionary_in_ cluster_mode_8.0.png | Bin 0 -> 93878 bytes .../dictionary_in_cluster_mode_7.2.png | Bin 0 -> 164150 bytes .../assets/media/pictures/key_embedding.png | Bin 0 -> 104897 bytes .../pictures/memory_usage comparison.png | Bin 0 -> 143766 bytes .../media/pictures/valkey_operation_mode.png | Bin 0 -> 345088 bytes 9 files changed, 159 insertions(+) create mode 100644 content/authors/hpatro.md create mode 100644 content/blog/2024-08-29-valkey-memory-efficiency-8-0.md create mode 100644 static/assets/media/authors/hpatro.png create mode 100644 static/assets/media/pictures/dictionary_bucket_and_entry_overview.png create mode 100644 static/assets/media/pictures/dictionary_in_ cluster_mode_8.0.png create mode 100644 static/assets/media/pictures/dictionary_in_cluster_mode_7.2.png create mode 100644 static/assets/media/pictures/key_embedding.png create mode 100644 static/assets/media/pictures/memory_usage comparison.png create mode 100644 static/assets/media/pictures/valkey_operation_mode.png diff --git a/content/authors/hpatro.md b/content/authors/hpatro.md new file mode 100644 index 0000000..75be31f --- /dev/null +++ b/content/authors/hpatro.md @@ -0,0 +1,11 @@ +--- +title: Harkrishn Patro +extra: + photo: '/assets/media/authors/hpatro.png' + github: hpatro +--- + +Harkrishn Patro is a Software Engineer at AWS. + +Harkrishn is passionate about distributed systems, databases, anything related to data. + diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md new file mode 100644 index 0000000..36d29d0 --- /dev/null +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -0,0 +1,148 @@ ++++ +# `title` is how your post will be listed and what will appear at the top of the post +title= "Storing more with less: Memory Efficiency in Valkey 8" +# `date` is when your post will be published. +# For the most part, you can leave this as the day you _started_ the post. +# The maintainers will update this value before publishing +# The time is generally irrelvant in how Valkey published, so '01:01:01' is a good placeholder +date= 2024-08-29 01:01:01 +# 'description' is what is shown as a snippet/summary in various contexts. +# You can make this the first few lines of the post or (better) a hook for readers. +# Aim for 2 short sentences. +description= "Learn about the new memory efficiency improvements in Valkey 8 which reduces memory overhead, allows more data to be stored in the same amount of memory." +# 'authors' are the folks who wrote or contributed to the post. +# Each author corresponds to a biography file (more info later in this document) +authors= [ "hpatro"] ++++ + +Valkey 8.0 GA is around the corner and one of the theme is increasing overall memory efficiency. Memory overhead reduction has the obvious effect of better resource utilization, but also impacts performance. By minimizing unnecessary memory consumption, you can store more data with the same hardware resources and improve overall system responsiveness. This post is going to give a overview into how Valkey internally manages the data and its memory overhead. Additionally, it talks about the two major improvements for Valkey 8.0 that improves the overall memory efficiency. + +## Overview + +Valkey has two modes of operation: standalone and cluster mode. Standalone allows for one primary +with it’s replica(s). To shard data horizontally and scale to store large amounts of data, cluster mode provides a mechanism to set up multiple primaries each with their own replica(s). +![Figure 1 Standalone (left) and Cluster mode (right)](/assets/media/pictures/valkey_operation_mode.png) + +For both standalone and cluster mode setup, Valkey's main dictionary is a hash table with a chained linked list: The major components are a **bucket** and **dictionary entry**. A key is hashed to a bucket and each bucket points to a linked list of dictionary entries and further each dictionary entry consists of key, value, and a next pointer. Each pointer takes 8 bytes of memory usage. So, a single dictionary entry has a minimum overhead of 24 bytes. + +![Figure 2 Dictionary bucket pointing to a dictionary entry](/assets/media/pictures/dictionary_bucket_and_entry_overview.png) + +In cluster mode, Valkey uses a concept called [hash slots](https://valkey.io/topics/cluster-tutorial/) to shard data. There are 16384 hash slots in cluster, and to compute the hash slot for a given key, the server computes the CRC16 of the key modulo 16384. Keys are distributed on basis of these slots assigned to each of the primary. The server needs to maintain additional metadata for bookkeeping i.e. slot-to-key mapping to move a slot from one primary to another. In order to maintain the slot to key mapping, two additional pointers `slot-prev` and `slot-next` (Figure 3) are stored as metadata in each dictionary entry forming a double linked list of all keys belonging to a given slot. This further increases the overhead by 16 bytes per dictionary entry i.e. total 40 bytes. + +![Figure 3 Dictionary in cluster mode (Valkey 7.2) with multiple key value pair](/assets/media/pictures/dictionary_in_cluster_mode_7.2.png) + +## Improvements + +### Optimization 1 - [Dictionary per slot](https://github.com/redis/redis/pull/11695) + +The first optimization is we have introduced a dictionary per slot (16,384 of them in total), where each dictionary stores data for a given slot. With this simplification, the cost of maintaining additional metadata for the mapping of slot to key is no longer required in Valkey 8. To iterate over all the keys in a given slot, the engine simply finds out the dictionary for a given slot and traverse all the entries in it. This reduces the memory usage per dictionary entry by 16 bytes with a small memory overhead around 1 MB per node. As cluster mode is generally used for storing large amount of keys, avoiding the additional overhead per key allows users to store more number of keys in the same amount of memory. + +![Figure 4 Dictionary in cluster mode (Valkey 8.0) with multiple key value pair](/assets/media/pictures/dictionary_in_ cluster_mode_8.0.png) + +Few of the interesting challenges that comes up with the above improvements are supporting existing use cases which were optimized with a single dictionary for the entire keyspace. The usecases are: + +* [Iterating the entire keyspace](https://valkey.io/commands/scan/) - Command like `SCAN` to iterate over the entire keyspace. +* [Random key for eviction](https://valkey.io/topics/lru-cache/) - The server does random sampling of the keyspace to find ideal candidate for eviction. +* [Finding a random key](https://valkey.io/commands/randomkey/) - Command like `RANDOMKEY` retrieves a random key from the database. + + +It is quite possible that some slots contains more keys than others and some could be also empty which could lead the engine to traverse through the all the empty dictionary for a full scan i.e. [O(N)](https://en.wikipedia.org/wiki/Big_O_notation) operation if approached naively. When picking a random key for eviction or running `RANDOMKEY` operation, the server needs to pick a non-empty slot in a performant manner. These cases require a data structure which provides the following functionality: + +1. Modify value for a given index (slot) - If a key gets added or removed, increment or decrement the value for that given slot by 1 respectively. +2. Cumulative frequency until each index (slot) - For a given number representing a key between 1 and the total number of keys, return the index (slot) which covers the particular key. + +If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and avoid regression in the operations stated above. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slot efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cummulative sum maintained by the BIT. + +Overall with this new approach, the benefits are: + +1. Removes additional memory overhead in cluster mode: Get rid of two pointers (16 bytes) per key to keep the mapping of slot to keys. +2. Rehashing operation is CPU intensive: By default, limited number of buckets are allocated in a dictionary and it expands/shrinks dyanmically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys gets stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1.5, the dictionary needs to a large dictionary (multiple of 2) and move large amount of keys. As this operation is performed on the fly, it causes increase in latency for regular command operations while it’s ongoing. With this optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only subset of key needs to be moved. + +### Optimization 2 - [Key embedding into dictionary entry](https://github.com/valkey-io/valkey/pull/541) + +After the dictionary per slot change, the memory layout of dictionary entry in cluster mode is the following, there are three pointers (key, value, and next). The key pointer points to a SDS([simple dynamic string](https://github.com/antirez/sds/blob/master/README.md)) which contains the actual key data. As key is immutable, without bringing in much complexity, it can be embedded into the dictionary entry which has the same lifetime as the former. + +![Figure 5 Key data storage in 7.2 (left) and 8.0 (right)](static/assets/media/pictures/key_embedding.png) + +With this new approach, the overall benefits are: + +1. Reduces 8 bytes additional memory overhead per key. +2. Removes an additional memory lookup for key: With access of dictionary entry, the additional random pointer access for key is no longer required leading to better cache locality and overall better performance. + +### Benchmarking + +#### Setup + +A single shard cluster is setup with 1 primary and 2 replica(s). Each node runs with different version to highlight the memory improvements with each optimization introduced between 7.2 to 8.0 and to signify that no additional configuration is required to achieve the memory efficiency. + +* Node A: Primary running on port 6379 with [Valkey 7.2 version](https://github.com/valkey-io/valkey/commit/ad0a24c7421d3a8ea76cf44b56001e3b3b6ed545) +* Node B: Replica 1 running on port 6380 with [optimization 1 - dictionary per slot](https://github.com/valkey-io/valkey/commit/1ea49e5845a11250a13273c725720822c26860f1) +* Node C: Replica 2 running on port 6381 with [optimization 1 - dictionary per slot and optimization 2 - key embedding](https://github.com/valkey-io/valkey/commit/a323dce8900341328114b86a92078c50cec0d9b8) - Includes all memory efficiency optimization in Valkey 8. + +#### Synthetic data generation using [valkey-benchmark utility](https://valkey.io/topics/benchmark/) + +``` +src/valkey-benchmark \ + -t set \ + -n 10000000 \ + -r 10000000 \ + -d 16 +``` + +#### Memory Usage + +* Node A + +``` +127.0.0.1:6379> DBSIZE # command to retrieve number of keys. +(integer) 6318941 +127.0.0.1:6379> INFO MEMORY # command to retrieve statistics about memory usage +# Memory +used_memory:727339288 +used_memory_human:693.64M +``` + +* Node B + +``` +127.0.0.1:6380> DBSIZE # command to retrieve number of keys. +(integer) 6318941 +127.0.0.1:6380> INFO MEMORY # command to retrieve statistics about memory usage +# Memory +used_memory:627851888 +used_memory_human:598.77M +``` + +* Node C + +``` +127.0.0.1:6381> DBSIZE # command to retrieve number of keys. +(integer) 6318941 +127.0.0.1:6381> INFO MEMORY # command to retrieve statistics about memory usage +# Memory +used_memory:577300952 +used_memory_human:550.56M +``` + +#### Overall Improvement + +![Figure 6 Overall memory usage with benchmark data](static/assets/media/pictures/memory_usage comparison.png) + +#### With dictionary per slot change memory usage reduced from 693.64 MB to 598.77 MB with the same dataset + +* **Percentage Drop 1**: ((693.64 - 598.77) / 693.64) * 100 = (94.87 / 693.64) * 100 ≈ 13.68% + +#### Further with key embedding, memory usage reduced from 598.77 MB to 550.56 MB with the same dataset + +* **Percentage Drop 2**: ((598.77 - 550.56) / 598.77) * 100 = (48.21 / 598.77) * 100 ≈ 8.05% + +#### Overall Drop: From 693.64 MB to 550.56 MB + +* **Overall Percentage Drop**: ((693.64 - 550.56) / 693.64) * 100 = (143.08 / 693.64) * 100 ≈ 20.63% + +So, the drop in percentage is approximately **20.63% in overall memory usage on a given node on upgrade from Valkey 7.2 to Valkey 8.0**. + +## Conclusion + +Through the memory efficiency achieved by introducing dictionary per slot and key embedding into dictionary entry, users should have additional capacity to store more keys per node in Valkey 8.0 (around additional 20%, might vary based on the workload). For users, upgrading from Valkey 7.2 to Valkey 8.0, the improvement should be observed automatically and no configuration changes are required. +Give it a try by spinning up a [Valkey cluster](https://valkey.io/download/) and join us in the [community](https://github.com/valkey-io/valkey/) to provide feedback. Further, there is an ongoing discussion around overhauling the main dictionary with a more compact memory layout and introduce an open addressing scheme which will have significant memory efficiency. 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    {{ page.title }}

    @@ -15,6 +15,16 @@

    {{ page.title }}

    {{ page.content | safe }} +
    +

    About the authors

    + {% if page.authors %} + {% for author in page.authors %} + {% set author_path = "authors/" ~ author ~ ".md" %} + {% set author_page = get_page(path=author_path) %} + {% include "includes/author_panel.html" %} + {% endfor %} + {% endif %} +

    {% include "includes/share-buttons.html" %}
    - -{% endblock main_content %} -{% block related_content %} -{% if page.authors %} - {% for author in page.authors %} - {% set author_path = "authors/" ~ author ~ ".md" %} - {% set author_page = get_page(path=author_path) %} - {% include "includes/author_panel.html" %} - {% endfor %} -{% endif %} -{% endblock related_content%} \ No newline at end of file +{% endblock main_content%} \ No newline at end of file diff --git a/templates/includes/author_panel.html b/templates/includes/author_panel.html index 26f62b2..bf257a5 100644 --- a/templates/includes/author_panel.html +++ b/templates/includes/author_panel.html @@ -1,13 +1,18 @@ -

    {{author_page.title}}

    -{% if author_page.extra and author_page.extra.photo %} -photo of {{author_page.title}} -{% endif %} - -{{ author_page.content | safe }} -
    - +
    +
    + {% if author_page.extra and author_page.extra.photo %} + photo of {{author_page.title}} + {% endif %} +
    +
    +

    {{author_page.title}}

    + {{ author_page.content | safe }} +
    + +
    +
    \ No newline at end of file From 5e1b621492ab541d0bde6d6d2024e6062fc9acc3 Mon Sep 17 00:00:00 2001 From: "Kyle J. Davis" Date: Tue, 3 Sep 2024 15:35:13 +0200 Subject: [PATCH 06/24] Adds the ability to add a top banner to every page as well as a Valkey Developer Day message Signed-off-by: Kyle J. Davis --- config.toml | 4 +++- sass/_valkey.scss | 11 +++++++++++ templates/default.html | 7 +++++++ 3 files changed, 21 insertions(+), 1 deletion(-) diff --git a/config.toml b/config.toml index b3f4c2e..7b8b0f4 100644 --- a/config.toml +++ b/config.toml @@ -56,4 +56,6 @@ publish_hold = [ "/topics/internals/", "/topics/protocol/", "/topics/rdd/" -] \ No newline at end of file +] + +banner = "Register to attend the first-ever [Valkey Developer Day](https://events.linuxfoundation.org/valkey-developer-day/) on September 19 in Vienna" diff --git a/sass/_valkey.scss b/sass/_valkey.scss index 8e5f6c8..769a068 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -537,3 +537,14 @@ pre table { padding-top: 1rem; padding-bottom: 1rem; } + +.banner { + .width-limiter { + padding-bottom: 10px; + } + + background-color: $grey-lt-300; + color: $text; + + border-top: 1px solid $grey-dk-100; +} diff --git a/templates/default.html b/templates/default.html index d4dd6fc..3d28f86 100644 --- a/templates/default.html +++ b/templates/default.html @@ -5,6 +5,13 @@ {%- if page.extra.sectionid -%}id="{{ page.extra.sectionid }}"{%- endif -%} {%- if page.extra.body_class -%}class="{{ page.body_class }}"{%- endif -%} > + {%- if config.extra.banner -%} + + {%- endif -%}
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zOI$plmex`*c=)}0cPvB_G|=l9IBkrL*GNt7TH;tm(N{cz^eaK6X!b1=5;U&>Jct#OQv}_8 zL&6|D{`*Ak#^`E2=$>sFCS+w|lZ}RWWsbSQZRUV- z`AyzFTUv#I9Jrc}6>RYAJdEzAa02hLnq;t863vgkNEVL|Ry#YANXOK_bV2nSchqTlh<##l~$~;zIp@}pLh9Zu`xG3zowB}ZCs~5L0ca}O0aH6kAhv7w{ z|GA60Qeshw#VQ*21Sr7wttXDs^~&Ch`42-i@xdnBd-3Y6|G{B>2mpt(nFasoo?x+0 z9T?>5|Cvs+1Bn8eJPF_53`GzBtq?d816T Date: Tue, 3 Sep 2024 14:32:56 -0700 Subject: [PATCH 08/24] Apply suggestions from code review Co-authored-by: Madelyn Olson Signed-off-by: Harkrishn Patro --- .../2024-08-29-valkey-memory-efficiency-8-0.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index 35c186a..589f086 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -1,7 +1,7 @@ +++ title= "Storing more with less: Memory Efficiency in Valkey 8" date= 2024-08-29 01:01:01 -description= "Learn about the new memory efficiency improvements in Valkey 8 which reduces memory overhead, allows more data to be stored in the same amount of memory." +description= "Learn about the new memory efficiency improvements in Valkey 8 which reduces memory overhead, which allows more data to be stored in the same amount of memory." authors= [ "hpatro"] +++ @@ -33,15 +33,15 @@ A few of the interesting challenges that comes up with the above improvements ar * [Iterating the entire keyspace](https://valkey.io/commands/scan/) - Command like `SCAN` to iterate over the entire keyspace. * [Random key for eviction](https://valkey.io/topics/lru-cache/) - The server does random sampling of the keyspace to find ideal candidate for eviction. -* [Finding a random key](https://valkey.io/commands/randomkey/) - Command like `RANDOMKEY` retrieves a random key from the database. +* [Finding a random key](https://valkey.io/commands/randomkey/) - Commands like `RANDOMKEY` retrieve a random key from the database. -It is quite possible that some slots contains more keys than others and some could be also empty which could lead the engine to traverse through all the empty dictionary for a full scan i.e. [O(N)](https://en.wikipedia.org/wiki/Big_O_notation) operation if approached naively. When picking a random key for eviction or running `RANDOMKEY` operation, the server needs to pick a non-empty slot in a performant manner. These cases require a data structure which provides the following functionality: +In order to efficiently implement these functions, we need to be able to both find non-empty slots, to skip over empty slots during scanning, and be able to select a random slot weighted by the number of keys that it owns. These requirements require a data structure which provides the following functionality: -1. Modify value for a given index (slot) - If a key gets added or removed, increment or decrement the value for that given slot by 1 respectively. -2. Cumulative frequency until each index (slot) - For a given number representing a key between 1 and the total number of keys, return the index (slot) which covers the particular key. +1. Modify value for a given slot - If a key gets added or removed, increment or decrement the value for that given slot by 1 respectively. +2. Cumulative frequency until each slot - For a given number representing a key between 1 and the total number of keys, return the slot which covers the particular key. -If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and avoid regression in the operations stated above. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slots efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cummulative sum maintained by the BIT. +If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and minimally avoid in the former. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slots efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cumulative sum maintained by the BIT. Overall with this new approach, the benefits are: @@ -134,5 +134,5 @@ So, the drop in percentage is approximately **20.63% in overall memory usage on ## Conclusion -Through the memory efficiency achieved by introducing dictionary per slot and key embedding into dictionary entry, users should have additional capacity to store more keys per node in Valkey 8.0 (around additional 20%, might vary based on the workload). For users, upgrading from Valkey 7.2 to Valkey 8.0, the improvement should be observed automatically and no configuration changes are required. -Give it a try by spinning up a [Valkey cluster](https://valkey.io/download/) and join us in the [community](https://github.com/valkey-io/valkey/) to provide feedback. Further, there is an ongoing discussion around overhauling the main dictionary with a more compact memory layout and introduce an open addressing scheme which will have significant memory efficiency. More details can be found [here](https://github.com/valkey-io/valkey/issues/169). +Through the memory efficiency achieved by introducing dictionary per slot and key embedding into dictionary entry, users should have additional capacity to store more keys per node in Valkey 8.0 (up to 20%, but it will vary based on the workload). For users, upgrading from Valkey 7.2 to Valkey 8.0, the improvement should be observed automatically and no configuration changes are required. +Give it a try by spinning up a [Valkey cluster](https://valkey.io/download/) and join us in the [community](https://github.com/valkey-io/valkey/) to provide feedback. Further, there is an ongoing discussion around overhauling the main dictionary with a more compact memory layout and introduce an open addressing scheme which will significantly improve memory efficiency. More details can be found [here](https://github.com/valkey-io/valkey/issues/169). From d4fa40aed529702e41c318206b57544f6bdda060 Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Tue, 3 Sep 2024 16:07:35 -0700 Subject: [PATCH 09/24] Rearrange rehashing operation summary Signed-off-by: Harkrishn Patro --- content/blog/2024-08-29-valkey-memory-efficiency-8-0.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index 589f086..44bb5e7 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -43,10 +43,12 @@ In order to efficiently implement these functions, we need to be able to both fi If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and minimally avoid in the former. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slots efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cumulative sum maintained by the BIT. -Overall with this new approach, the benefits are: +Another interesting side effect is on the rehashing operation. Rehashing is CPU intensive. By default, a limited number of buckets are allocated in a dictionary and it expands/shrinks dynamically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys get stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1, the dictionary needs to move to a larger dictionary (multiple of 2) and move a large amount of keys. As this operation is performed on the fly, it causes an increase in latency for regular command operations while it's ongoing. With the per-slot dictionary optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only a subset of key needs to be moved. + +Overall, with this new approach, the benefits are: 1. Removes additional memory overhead in cluster mode: Get rid of two pointers (16 bytes) per key to keep the mapping of slot to keys. -2. Rehashing operation is CPU intensive: By default, limited number of buckets are allocated in a dictionary and it expands/shrinks dyanmically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys gets stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1.5, the dictionary needs to move to a larger dictionary (multiple of 2) and move large amount of keys. As this operation is performed on the fly, it causes increase in latency for regular command operations while it’s ongoing. With this optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only subset of key needs to be moved. +2. With the rehashing operation spread out across dictionaries, CPU utilization is also spread out. ### Optimization 2 - [Key embedding into dictionary entry](https://github.com/valkey-io/valkey/pull/541) From 6e1601ade1e632a1b572b9540b12bca70249b0c0 Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Tue, 3 Sep 2024 16:12:03 -0700 Subject: [PATCH 10/24] Address feedback Signed-off-by: Harkrishn Patro --- content/blog/2024-08-29-valkey-memory-efficiency-8-0.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index 44bb5e7..a840d26 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -52,7 +52,7 @@ Overall, with this new approach, the benefits are: ### Optimization 2 - [Key embedding into dictionary entry](https://github.com/valkey-io/valkey/pull/541) -After the dictionary per slot change, the memory layout of dictionary entry in cluster mode is the following, there are three pointers (key, value, and next). The key pointer points to a SDS ([simple dynamic string](https://github.com/antirez/sds/blob/master/README.md)) which contains the actual key data. As key is immutable, without bringing in much complexity, it can be embedded into the dictionary entry which has the same lifetime as the former. +After the dictionary per slot change, the memory layout of dictionary entry in cluster mode is the following, there are three pointers (key, value, and next). The key pointer points to a SDS ([simple dynamic string](https://github.com/antirez/sds/blob/master/README.md)) which contains the actual key data. As a key is immutable, without bringing in much complexity, it can be embedded into the dictionary entry which has the same lifetime as the former. ![Figure 5 Key data storage in 7.2 (left) and 8.0 (right)](/assets/media/pictures/key_embedding.png) From 8374db6fbbab3a41a908933c345377d350cb69b3 Mon Sep 17 00:00:00 2001 From: Madelyn Olson Date: Tue, 3 Sep 2024 16:20:37 -0700 Subject: [PATCH 11/24] Address some comments Signed-off-by: Madelyn Olson --- sass/_valkey.scss | 4 ++++ templates/blog-page.html | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/sass/_valkey.scss b/sass/_valkey.scss index 27d8550..a6191d5 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -558,4 +558,8 @@ pre table { .author-info { flex: 1; text-align: left; +} + +.next { + float: right; } \ No newline at end of file diff --git a/templates/blog-page.html b/templates/blog-page.html index 9019f28..c79ed40 100644 --- a/templates/blog-page.html +++ b/templates/blog-page.html @@ -32,7 +32,7 @@

    About the authors

    {% endif %} {% if page.lower and page.lower.title %} - + {% endif %}

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    {% endblock main_content%} \ No newline at end of file From 9ef3d3de2b0a60bccc9f8248ff3f84165717260a Mon Sep 17 00:00:00 2001 From: Madelyn Olson Date: Tue, 3 Sep 2024 16:24:33 -0700 Subject: [PATCH 12/24] Revert back to 80 character width Signed-off-by: Madelyn Olson --- sass/_valkey.scss | 2 +- templates/blog-page.html | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/sass/_valkey.scss b/sass/_valkey.scss index a6191d5..82fda84 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -259,7 +259,7 @@ p { height: 100%; margin: 0 auto; - .container img { + .container.right-aside img { width: 100%; height: auto; } diff --git a/templates/blog-page.html b/templates/blog-page.html index c79ed40..3f9e943 100644 --- a/templates/blog-page.html +++ b/templates/blog-page.html @@ -1,4 +1,4 @@ -{% extends "fullwidth.html" %} +{% extends "right-aside.html" %} {% block main_content %}

    {{ page.title }}

    From 7a8b213a2363f9d8151fa2a96a9b6f964957ac4e Mon Sep 17 00:00:00 2001 From: Madelyn Olson Date: Tue, 3 Sep 2024 16:27:13 -0700 Subject: [PATCH 13/24] new lines, that is a hill I'll die on Signed-off-by: Madelyn Olson --- sass/_valkey.scss | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sass/_valkey.scss b/sass/_valkey.scss index 82fda84..a624e9d 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -562,4 +562,4 @@ pre table { .next { float: right; -} \ No newline at end of file +} From 31f825984e563b22098fce727358420e5380c63f Mon Sep 17 00:00:00 2001 From: kris Date: Wed, 4 Sep 2024 10:30:59 +1000 Subject: [PATCH 14/24] Fixes command topics with underscores not showing on command reference page Signed-off-by: kris --- config.toml | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/config.toml b/config.toml index b3f4c2e..3539c38 100644 --- a/config.toml +++ b/config.toml @@ -10,6 +10,10 @@ generate_feeds = true [markdown] highlight_code = true +# Needed to stop certain command topics from being destroyed by the slugifier +[slugify] +"paths" = "safe" + # This is included to override any differences slugs and documentation source filenames [extra.slug_source_exceptions] "valkey-conf" = "valkey.conf" @@ -56,4 +60,4 @@ publish_hold = [ "/topics/internals/", "/topics/protocol/", "/topics/rdd/" -] \ No newline at end of file +] From 84466f2b28959fd7ec900e0b6eaaa886387e202a Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Wed, 4 Sep 2024 07:05:35 -0700 Subject: [PATCH 15/24] Address feedback Signed-off-by: Harkrishn Patro --- content/blog/2024-08-29-valkey-memory-efficiency-8-0.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index a840d26..8f6a0a9 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -1,6 +1,6 @@ +++ title= "Storing more with less: Memory Efficiency in Valkey 8" -date= 2024-08-29 01:01:01 +date= 2024-09-04 01:01:01 description= "Learn about the new memory efficiency improvements in Valkey 8 which reduces memory overhead, which allows more data to be stored in the same amount of memory." authors= [ "hpatro"] +++ @@ -43,7 +43,7 @@ In order to efficiently implement these functions, we need to be able to both fi If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and minimally avoid in the former. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slots efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cumulative sum maintained by the BIT. -Another interesting side effect is on the rehashing operation. Rehashing is CPU intensive. By default, a limited number of buckets are allocated in a dictionary and it expands/shrinks dynamically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys get stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1, the dictionary needs to move to a larger dictionary (multiple of 2) and move a large amount of keys. As this operation is performed on the fly, it causes an increase in latency for regular command operations while it's ongoing. With the per-slot dictionary optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only a subset of key needs to be moved. +Another interesting side effect is on the rehashing operation. Rehashing is CPU intensive. By default, a limited number of buckets are allocated in a dictionary and it expands/shrinks dynamically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys get stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1, the dictionary needs to move to a larger dictionary (multiple of 2) and move a large amount of keys. As this operation is performed on the fly, it causes an increase in latency for regular command operations while it's ongoing. With the per-slot dictionary optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only a subset of keys needs to be moved. Overall, with this new approach, the benefits are: From 5df57d9ee5fdbde0c9ebab44187d38cd3de0af61 Mon Sep 17 00:00:00 2001 From: Madelyn Olson Date: Wed, 4 Sep 2024 08:40:38 -0700 Subject: [PATCH 16/24] Revert next alignment for followup Signed-off-by: Madelyn Olson --- sass/_valkey.scss | 4 ---- 1 file changed, 4 deletions(-) diff --git a/sass/_valkey.scss b/sass/_valkey.scss index a624e9d..9dead8f 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -559,7 +559,3 @@ pre table { flex: 1; text-align: left; } - -.next { - float: right; -} From 5e2cff8574904c5cf9fc6ad9acb3fcd1e7512bc0 Mon Sep 17 00:00:00 2001 From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> Date: Tue, 10 Sep 2024 21:20:34 +0300 Subject: [PATCH 17/24] 1M rps blog - part 2 ```text Signed-off-by: Dan Touitou ``` Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> --- .../2024-09-10-memory-access-amortization.md | 158 +++++++++++++++ static/assets/C/list_array.c | 180 ++++++++++++++++++ static/assets/media/pictures/lookupKey.JPG | Bin 0 -> 98832 bytes 3 files changed, 338 insertions(+) create mode 100644 content/blog/2024-09-10-memory-access-amortization.md create mode 100644 static/assets/C/list_array.c create mode 100644 static/assets/media/pictures/lookupKey.JPG diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-memory-access-amortization.md new file mode 100644 index 0000000..124711a --- /dev/null +++ b/content/blog/2024-09-10-memory-access-amortization.md @@ -0,0 +1,158 @@ ++++ +# `title` is how your post will be listed and what will appear at the top of the post +title= "Memory Access Amortization in Valkey " +# `date` is when your post will be published. +# For the most part, you can leave this as the day you _started_ the post. +# The maintainers will update this value before publishing +# The time is generally irrelvant in how Valkey published, so '01:01:01' is a good placeholder +date= 2024-09-11 01:01:01 +# 'description' is what is shown as a snippet/summary in various contexts. +# You can make this the first few lines of the post or (better) a hook for readers. +# Aim for 2 short sentences. +description= "Improve performance by enabling the processor's speculative execution capability" +# 'authors' are the folks who wrote or contributed to the post. +# Each author corresponds to a biography file (more info later in this document) +authors= [ "dantouitou", "uriyagelnik"] ++++ + + + In the [first part](https://valkey.io/blog/unlock-one-million-rps/) of this blog, we described how we offloaded almost all I/O operations to I/O threads, thereby freeing more CPU cycles in the main thread to execute commands. When we profiled the execution of the main thread, we found that a considerable amount of time was spent waiting for external memory. This was not entirely surprising, as when accessing random keys, the probability of finding the key in one of the processor caches is relatively low. Considering that external memory access latency is approximately 50 times higher than L1 cache, it became clear that despite showing 100% CPU utilization, the main process was mostly “waiting”. In this blog, we describe the technique we have been using to increase the number of parallel memory accesses, thereby reducing the impact that external memory latency has on performance. + +### Speculative execution and linked lists +Speculative execution is a performance optimization technique used by modern processors, where the processor guesses the outcome of conditional operations and executes in parallel subsequent instructions ahead of time. Dynamic data structures, such as linked lists and search trees, have many advantages over static data structures: they are economical in memory consumption, provide fast insertion and deletion mechanisms, and can be resized efficiently. However, some dynamic data structures have a major drawback: they hinder the processor's ability to speculate on future memory load instructions that could be executed in parallel. This lack of concurrency is especially problematic in very large dynamic data structures, where most pointer accesses result in high-latency external memory access. + +In this blog, Memory Access Amortization, a method that facilitates speculative execution to improve performance, is introduced along with how it is applied in Valkey. The basic idea behind the method is that by interleaving the execution of operations that access random memory locations, one can achieve significantly better performance than by executing them serially. + +To depict the problem we are trying to solve consider the following [function](/assets/C/list_array.c) which gets an array of linked list and returns sum of all values in the lists: +
    +unsigned long sequentialSum(size_t arr_size, list **la) {
    +    list *lp;
    +    unsigned long  res = 0; 
    +
    +    for (int i = 0; i < arr_size; i++) { 
    +        lp = la[i]; 
    +        while (lp) { 
    +            res += lp->val;
    +            lp = lp->next;
    +        }
    +    }
    +
    +    return res; 
    +}
    +
    +Executing this function on an array of 16 lists containing 10 million elements each takes approximately 20.8 seconds on a ARM processor (Graviton 3). Now consider the following alternative implementation which instead of scanning the lists separately, interleaves the executions of the lists scans: +
    +unsigned long interleavedSum(size_t arr_size, list **la) {
    +    list **lthreads =  malloc(arr_size * sizeof(list *)); 
    +    unsigned long res = 0; 
    +    int n = arr_size; 
    +
    +    for (int i = 0; i < arr_size; i++) {
    +        lthreads[i] = la[i]; 
    +        if (lthreads[i] == NULL) 
    +            n--; 
    +    } 
    +
    +    while(n) {
    +        for (int i = 0; i < arr_size; i++) { 
    +            if (lthreads[i] == NULL) 
    +                continue; 
    +            res += lthreads[i]->val;
    +            lthreads[i] = lthreads[i]->next; 
    +            if (lthreads[i] == NULL) 
    +                n--;
    +        }  
    +    }
    +
    +    free(lthreads);
    +    return res; 
    +}
    +
    +Running this new version with the same input as previously described takes less than 2 seconds, achieving a 10x speedup! The explanation for this significant improvement lies in the processor's speculative execution capabilities. In a standard sequential traversal of a linked list, as seen in the first version of the function, the processor cannot 'speculate' on future memory access instructions. This limitation becomes particularly costly with large lists, where each pointer access likely results in a expensive external memory access. In contrast, the alternative implementation, which interleaves list traversals, allows the processor to issue more memory accesses in parallel. This leads to an overall reduction in memory access latency through amortization. + +One way to maximize the amount of parallel memory access issued is to add prefetch instructions. Replacing +
    +             if (lthreads[i] == NULL) 
    +                n--;
    +
    +with +
    +            if (lthreads[i]) 
    +                __builtin_prefetch(lthreads[i]);
    +            else 
    +                n--;
    +
    +reduces the execution time further to 1.8 sec. + +### Back to Valkey + +In the first part, we described how we updated the existing I/O threads implementation to increase parallelism and reduce the amount of I/O operations executed by the main thread to a minimum. Indeed, we observed an increase in the number of requests per second, reaching up to 780K SET commands per second. Profiling the execution revealed that Valkey's main thread was spending more than 40% of its time in a single function: lookupKey, whose goal is to locate the command keys in Valkey's main dictionary. This dictionary is implemented as a straightforward chained hash, as shown in the picture below: +![dict find](/assets/media/pictures/lookupKey.jpg) +On a large enough set of keys, almost every memory address accessed while searching the dictionary will not be found in any of the processor caches, resulting in costly external memory accesses. Also, similarly as with the linked list from above, since the addresses in the table→dictEntry→...dictEntry→robj sequence are serially dependent, it is not possible to determine the next address to be accessed before the previous address in the chain has been resolved. + +### Batching and interleaving + +To overcome this inefficiency, we adopted the following approach. Every time a batch of incoming commands from the I/O threads is ready for execution, Valkey’s main thread efficiently prefetches the memory addresses needed for future lookupKey invocations for the keys involved in the commands before executing the commands. This prefetch phase is achieved by dictPrefetch, which, similarly as with the linked list example from above, interleaves the table→dictEntry→...dictEntry→robj search sequences for all keys. This reduces the time spent on lookupKey by more than 80%. Another issue we had to address was that all the incoming parsed commands from the I/O threads were not present in the L1/L2 caches of the core running Valkey’s main thread. This was also resolved using the same method. All the relevant code can be found in `memory_prefetch.c`. In total the impact of the memory access amortization on Valkey performance is almost 50% and it increased the requests per second to more than 1.19M rps. + + +### How to reproduce Valkey 8.0 performance numbers + +This section will walk you through the process of reproducing our performance results, where we achieved 1.19 million requests per second using Valkey 8. + +### Hardware Setup + +We conducted our tests on an AWS EC2 c7g.4xlarge instance, featuring 16 cores on an ARM-based (aarch64) architecture. + +### System Configuration + +> Note: The core assignments used in this guide are examples. Optimal core selection may vary depending on your specific system configuration and workload. + +Interrupt affinity - locate the network interface with `ifconfig` (let's assume it is `eth0`) and its associated IRQs with +
    +grep eth0 /proc/interrupts | awk '{print $1}' | cut -d : -f 1
    +
    +In our setup, lines `48` to `55` are allocated for `eth0` interrupts. Allocate one core per 4 IRQ lines: +
    +for i in {48..50}; do echo 1000 > /proc/irq/$i/smp_affinity; done
    +for i in {51..55}; do echo 2000 > /proc/irq/$i/smp_affinity; done  
    +
    +Server configuration - launch the Valkey server with these minimal configurations: +
    +./valkey-server --io-threads 9 --save --protected-mode no
    +
    +`--save` disables dumping to RDB file and `--protected-mode no ` allows connections from external hosts. `--io-threads` number includes the main thread and the IO threads, meaning that in our case 8 I/O threads are launched in addition to the main thread. + +Main thread affinity - pin the main thread to a specific CPU core, avoiding the cores handling IRQs. Here we use core #3: +
    +sudo taskset -cp 3 `pidof valkey-server`
    +
    +> Important: We suggest to experiment with different other to find the optimal performance while avoiding conflicts with the IRQ-handling cores. + +### Benchmark Configuration + +Run the benchmark from a separate instance using the following parameters: + +* Value size: 512 bytes +* Number of keys: 3 million +* Number of clients: 650 +* Number of threads: 50 (may vary for optimal results) + +
    +./valkey-benchmark -t set -d 512 -r 3000000 -c 650 --threads 50 -h  -n 100000000000
    +
    + +> Important: When running the benchmark, it may take a few seconds for the database to get populated and for the performance to stabilize. You can adjust the `-n` parameter to ensure the benchmark runs long enough to reach optimal throughput. + +### Testing and Availability + +Valkey 8.0 RC2 is available now for evaluation with I/O threads and memory access amortization. \ No newline at end of file diff --git a/static/assets/C/list_array.c b/static/assets/C/list_array.c new file mode 100644 index 0000000..701be17 --- /dev/null +++ b/static/assets/C/list_array.c @@ -0,0 +1,180 @@ +/* +MIT License + +Copyright (c) 2024 Dan Touitou + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +*/ + +#include +#include +#include +#include + +typedef struct list { + unsigned int val; + struct list *next; +} list; + + +/* returns a list of size elements with reduced memory locality */ +list *build_list(size_t size) { + list **la = malloc(size * sizeof(list *)); + list *res = NULL, *no; + unsigned int r; + + memset(la, 0,size * sizeof(list *)); + + for (int i = 0; i < size; i++) { + no = malloc(sizeof(list)); + r = (unsigned int)rand(); + no->val = r; + no->next = la[r % size]; + la[r % size] = no; + } + + for (int i = 0; i < size; i++) { + if (la[i] == NULL) + continue; + list *tmp = la[i]; + while(tmp->next) + tmp = tmp->next; + tmp->next = res; + res = la[i]; + } + + free(la); + return res; +} + +unsigned long interleavedWithPrefetchSum(size_t arr_size, list **la) { + list **lthreads = malloc(arr_size * sizeof(list *)); + unsigned long res = 0; + int n = arr_size; + + for (int i = 0; i < arr_size; i++) { + lthreads[i] = la[i]; + if (lthreads[i]) + __builtin_prefetch(lthreads[i]); + else + n--; + } + + while(n) { + for (int i = 0; i < arr_size; i++) { + if (lthreads[i] == NULL) + continue; + res += lthreads[i]->val; + lthreads[i] = lthreads[i]->next; + if (lthreads[i]) + __builtin_prefetch(lthreads[i]); + else + n--; + } + } + + free(lthreads); + return res; +} + +unsigned long interleavedSum(size_t arr_size, list **la) { + list **lthreads = malloc(arr_size * sizeof(list *)); + unsigned long res = 0; + int n = arr_size; + + for (int i = 0; i < arr_size; i++) { + lthreads[i] = la[i]; + if (lthreads[i] == NULL) + n--; + } + + while(n) { + for (int i = 0; i < arr_size; i++) { + if (lthreads[i] == NULL) + continue; + res += lthreads[i]->val; + lthreads[i] = lthreads[i]->next; + if (lthreads[i] == NULL) + n--; + } + } + + free(lthreads); + return res; +} + +unsigned long sequentialSum(size_t arr_size, list **la) { + list *lp; + unsigned long res = 0; + + for (int i = 0; i < arr_size; i++) { + lp = la[i]; + while (lp) { + res += lp->val; + lp = lp->next; + } + } + + return res; +} + +void main(int argc, char **argv) +{ + struct timespec ts; + long long start, end; + unsigned long res; + + if (argc != 3) { + printf("usage 'test number_of_lists size_of_list'\n"); + exit(-1); + } + + clock_gettime(CLOCK_MONOTONIC, &ts); + srand((ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000)); + size_t arr_l = atoi(argv[1]); + size_t list_l = atoi(argv[2]); + + printf("testing with %ld lists of size %ld\n", arr_l, list_l); + + list **la = malloc(arr_l * sizeof(list *)); + for (int i = 0; i < arr_l; i++) la[i] = build_list(list_l); + + for (int i = 0; i < 10; i++) { + clock_gettime(CLOCK_MONOTONIC, &ts); + start = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + res = sequentialSum(arr_l, la); + clock_gettime(CLOCK_MONOTONIC, &ts); + end = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + printf("%ld usec elapsed with sequential scan res %ld\n",end - start, res); + + clock_gettime(CLOCK_MONOTONIC, &ts); + start = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + res = interleavedSum(arr_l, la); + clock_gettime(CLOCK_MONOTONIC, &ts); + end = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + printf("%ld usec elapsed with interleaved scan res %ld\n", end - start, res); + + clock_gettime(CLOCK_MONOTONIC, &ts); + start = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + res = interleavedWithPrefetchSum(arr_l, la); + clock_gettime(CLOCK_MONOTONIC, &ts); + end = (ts.tv_sec * 1000000LL) + (ts.tv_nsec / 1000); + printf("%ld usec elapsed with interleaved&prefetch scan res %ld\n\n", end - start, res); + } +} \ No newline at end of file diff --git a/static/assets/media/pictures/lookupKey.JPG b/static/assets/media/pictures/lookupKey.JPG new file mode 100644 index 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z?4b{|#dg8-hyxR!(ixzArKOKFa-t_U%B~KT`|K2!Yu%~o2Ey{?HJYyY{gt_Hzc7@V z+~NjF_fcl|wu=%4&& z|FK&8JKUn(|HeO~2oXL4a^?-{>;%gQ*3uRh6Bg>qR6_BOsP{bW_Hqqc_gUG!$7k+cs9Q(hx31ayt@DWnRwt`oM@(N0ObXN^8bMHU*iAdVb1GM|2z52?eG79 z2bZ8MY?4P?;scyf;!-|r|M~Cg`ui{T|F{cU(1^Th;^M!P&*b-i;>Th?s`~=vK)!z) z{SP=B_@Cj}3v>s5^EdeWpJ4*<20q{lgCDQ%e}ASAxhoK~z@QJfz@RP(xWHgaJ%JSn zCH0#s+u#3b{wKa4xM<`!XweApqCVgOHPt`T|J9V{|NabIVzpPl=rMe1E++AgH5cd75@LwC!-sEfb0Z;6?{Q~2AR^|O=L6FRVa z$4C2P6Zh&rTmZazVGihu6NXXT#qe|fL-jvXb(R0!u75EdJj9NAX4$$w^&i8R|D1Cp zzwsBa>rBMm#Nji+EAPe5|2qU+B)VwndLQ&&OsquyW0zCwKisI{04~uN`~2^aKTzQ! zutGuL6{Wh*|F+BrmI1DDGu?m(V{wfhjE{2o|7gRS_+u?-v=D&QhWcp3dI&Yfu{5lK zV{k|0KXg|tyBzu3{MNp+`@h?zoxMGA`ul{(@6(rO0f*o+_E#bZOhaKv#Yz3Z;4jg)0*N?1N{>p3M@hFda|L(PWzUd-pcL*A2(^a5;$kpN{SGzX{d<6%_?tbB1<17U5AgQj3e> zpq{xG*rr9ko>LxpUAZviy7Jk;nTvI&x_}!<|D}JQ_~zkFnS26wdjb!Fdb z9Cw{uT>r83W}y4F)ql>v=TGN50i5Xys!;#eu>YsIIdFQy9nDFvH!bSV4gWd+p4>Uv ziJ&uxmjGAxG1h;|%LiWXj_RQ6sjhOj)_=C&V>`!MnQ%DRZjFCdUr}vQ<}MBF9!y5^ zi9L#oVyB8!XYD`p@58r(H+|+P9sxGvk({$zOXJ(s`k8+p(llt(GVEk8{V`7ZR;9ZB zX6};-r%paIe%iq>XQTR}uFH$M&ThMV(^GX3a2wEsLxZ?iKA1-gM%^}g6(l8TfdBtZ E0OtKY-2eap literal 0 HcmV?d00001 From a50151b9af1a46bd081442cd837a8ee5e099382e Mon Sep 17 00:00:00 2001 From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> Date: Wed, 11 Sep 2024 21:33:50 +0300 Subject: [PATCH 18/24] Update content/blog/2024-09-10-memory-access-amortization.md Co-authored-by: Madelyn Olson Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> --- content/blog/2024-09-10-memory-access-amortization.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-memory-access-amortization.md index 124711a..b8f7efe 100644 --- a/content/blog/2024-09-10-memory-access-amortization.md +++ b/content/blog/2024-09-10-memory-access-amortization.md @@ -102,7 +102,7 @@ On a large enough set of keys, almost every memory address accessed while search ### Batching and interleaving -To overcome this inefficiency, we adopted the following approach. Every time a batch of incoming commands from the I/O threads is ready for execution, Valkey’s main thread efficiently prefetches the memory addresses needed for future lookupKey invocations for the keys involved in the commands before executing the commands. This prefetch phase is achieved by dictPrefetch, which, similarly as with the linked list example from above, interleaves the table→dictEntry→...dictEntry→robj search sequences for all keys. This reduces the time spent on lookupKey by more than 80%. Another issue we had to address was that all the incoming parsed commands from the I/O threads were not present in the L1/L2 caches of the core running Valkey’s main thread. This was also resolved using the same method. All the relevant code can be found in `memory_prefetch.c`. In total the impact of the memory access amortization on Valkey performance is almost 50% and it increased the requests per second to more than 1.19M rps. +To overcome this inefficiency, we adopted the following approach. Every time a batch of incoming commands from the I/O threads is ready for execution, Valkey’s main thread efficiently prefetches the memory addresses needed for future lookupKey invocations for the keys involved in the commands before executing the commands. This prefetch phase is achieved by dictPrefetch, which, similarly as with the linked list example from above, interleaves the table→dictEntry→...dictEntry→robj search sequences for all keys. This reduces the time spent on lookupKey by more than 80%. Another issue we had to address was that all the incoming parsed commands from the I/O threads were not present in the L1/L2 caches of the core running Valkey’s main thread. This was also resolved using the same method. All the relevant code can be found in [memory_prefetch.c](https://github.com/valkey-io/valkey/blob/unstable/src/memory_prefetch.c). In total the impact of the memory access amortization on Valkey performance is almost 50% and it increased the requests per second to more than 1.19M rps. ### How to reproduce Valkey 8.0 performance numbers From 021fc1b6624f255294520fab4016264189768afe Mon Sep 17 00:00:00 2001 From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> Date: Wed, 11 Sep 2024 21:34:05 +0300 Subject: [PATCH 19/24] Update content/blog/2024-09-10-memory-access-amortization.md Co-authored-by: Madelyn Olson Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> --- content/blog/2024-09-10-memory-access-amortization.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-memory-access-amortization.md index b8f7efe..8a23e72 100644 --- a/content/blog/2024-09-10-memory-access-amortization.md +++ b/content/blog/2024-09-10-memory-access-amortization.md @@ -50,7 +50,7 @@ unsigned long sequentialSum(size_t arr_size, list **la) { return res; } -Executing this function on an array of 16 lists containing 10 million elements each takes approximately 20.8 seconds on a ARM processor (Graviton 3). Now consider the following alternative implementation which instead of scanning the lists separately, interleaves the executions of the lists scans: +Executing this function on an array of 16 lists containing 10 million elements each takes approximately 20.8 seconds on an ARM processor (Graviton 3). Now consider the following alternative implementation which instead of scanning the lists separately, interleaves the executions of the lists scans:
     unsigned long interleavedSum(size_t arr_size, list **la) {
         list **lthreads =  malloc(arr_size * sizeof(list *)); 
    
    From 548639aff4e763bf1389596fd58616010b2976ed Mon Sep 17 00:00:00 2001
    From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com>
    Date: Wed, 11 Sep 2024 21:35:07 +0300
    Subject: [PATCH 20/24] Update
     content/blog/2024-09-10-memory-access-amortization.md
    
    Co-authored-by: Madelyn Olson 
    Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com>
    ---
     content/blog/2024-09-10-memory-access-amortization.md | 2 +-
     1 file changed, 1 insertion(+), 1 deletion(-)
    
    diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-memory-access-amortization.md
    index 8a23e72..3d9b727 100644
    --- a/content/blog/2024-09-10-memory-access-amortization.md
    +++ b/content/blog/2024-09-10-memory-access-amortization.md
    @@ -53,7 +53,7 @@ unsigned long sequentialSum(size_t arr_size, list **la) {
     Executing this function on an array of 16 lists containing 10 million elements each takes approximately 20.8 seconds on an ARM processor (Graviton 3). Now consider the following alternative implementation which instead of scanning the lists separately,  interleaves the executions of the lists scans: 
     
     unsigned long interleavedSum(size_t arr_size, list **la) {
    -    list **lthreads =  malloc(arr_size * sizeof(list *)); 
    +    list **lthreads = malloc(arr_size * sizeof(list *)); 
         unsigned long res = 0; 
         int n = arr_size; 
     
    
    From 651fad6ce8a8ecb2050103f6e9e3dda215289dbf Mon Sep 17 00:00:00 2001
    From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com>
    Date: Wed, 11 Sep 2024 22:24:55 +0300
    Subject: [PATCH 21/24] Fixed a typo
    
    Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com>
    ---
     content/blog/2024-09-10-memory-access-amortization.md | 2 +-
     1 file changed, 1 insertion(+), 1 deletion(-)
    
    diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-memory-access-amortization.md
    index 124711a..23fbf62 100644
    --- a/content/blog/2024-09-10-memory-access-amortization.md
    +++ b/content/blog/2024-09-10-memory-access-amortization.md
    @@ -148,7 +148,7 @@ Run the benchmark from a separate instance using the following parameters:
     * Number of threads: 50 (may vary for optimal results)
     
     
    -./valkey-benchmark -t set -d 512 -r 3000000 -c 650 --threads 50 -h  -n 100000000000
    +./valkey-benchmark -t set -d 512 -r 3000000 -c 650 --threads 50 -h <host-name> -n 100000000000
     
    > Important: When running the benchmark, it may take a few seconds for the database to get populated and for the performance to stabilize. You can adjust the `-n` parameter to ensure the benchmark runs long enough to reach optimal throughput. From ac923abf6ac097aed17cd06ed26a1f74d23fc10f Mon Sep 17 00:00:00 2001 From: Roshan Khatri Date: Wed, 11 Sep 2024 20:47:29 +0000 Subject: [PATCH 22/24] update the CDN link with subdomain. Signed-off-by: Roshan Khatri --- content/download/releases/v7-2-5.md | 2 +- content/download/releases/v7-2-6.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/content/download/releases/v7-2-5.md b/content/download/releases/v7-2-5.md index 8e52d26..1c9cbf9 100644 --- a/content/download/releases/v7-2-5.md +++ b/content/download/releases/v7-2-5.md @@ -3,7 +3,7 @@ title: "7.2.5" date: 2024-04-15 extra: tag: "7.2.5" - artifact_source: https://d307a34p6mmcbn.cloudfront.net/releases/ + artifact_source: https://download.valkey.io/releases/ artifact_fname: "valkey" container_registry: - diff --git a/content/download/releases/v7-2-6.md b/content/download/releases/v7-2-6.md index 6e5ceeb..a8b5b36 100644 --- a/content/download/releases/v7-2-6.md +++ b/content/download/releases/v7-2-6.md @@ -3,7 +3,7 @@ title: "7.2.6" date: 2024-07-31 extra: tag: "7.2.6" - artifact_source: https://d307a34p6mmcbn.cloudfront.net/releases/ + artifact_source: https://download.valkey.io/releases/ artifact_fname: "valkey" container_registry: - From e0cadd49a7b5abeba8203c723f2a1ab4437b8e1e Mon Sep 17 00:00:00 2001 From: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> Date: Thu, 12 Sep 2024 17:49:22 +0300 Subject: [PATCH 23/24] fixes following stockholmux comments Signed-off-by: Dan Touitou <83634223+touitou-dan@users.noreply.github.com> --- .../blog/2024-07-07-unlock-one-million-rps.md | 2 +- ...024-09-10-unlock-one-million-rps-part2.md} | 61 ++++++++----------- 2 files changed, 26 insertions(+), 37 deletions(-) rename content/blog/{2024-09-10-memory-access-amortization.md => 2024-09-10-unlock-one-million-rps-part2.md} (82%) diff --git a/content/blog/2024-07-07-unlock-one-million-rps.md b/content/blog/2024-07-07-unlock-one-million-rps.md index cd91a88..27b7641 100644 --- a/content/blog/2024-07-07-unlock-one-million-rps.md +++ b/content/blog/2024-07-07-unlock-one-million-rps.md @@ -51,7 +51,7 @@ Throughput increased by approximately 230%, rising from 360K to 1.19M requests p Latency metrics improved across all percentiles, with average latency decreasing by 69.8% from 1.792 ms to 0.542 ms. Tested with 8 I/O threads, 3M keys DB size, 512 bytes value size, and 650 clients running sequential SET commands using AWS EC2 C7g.16xlarge instance. -Please note that these numbers include the Prefetch change that will be described in the next blog post +Please note that these numbers include the Prefetch change that will be described in the next [blog post](/blog/unlock-one-million-rps-part2/) ### Performance Without Compromising Simplicity diff --git a/content/blog/2024-09-10-memory-access-amortization.md b/content/blog/2024-09-10-unlock-one-million-rps-part2.md similarity index 82% rename from content/blog/2024-09-10-memory-access-amortization.md rename to content/blog/2024-09-10-unlock-one-million-rps-part2.md index 8264f6f..d4ed8b6 100644 --- a/content/blog/2024-09-10-memory-access-amortization.md +++ b/content/blog/2024-09-10-unlock-one-million-rps-part2.md @@ -1,6 +1,6 @@ +++ # `title` is how your post will be listed and what will appear at the top of the post -title= "Memory Access Amortization in Valkey " +title= "Unlock 1 Million RPS: Experience Triple the Speed with Valkey - part 2" # `date` is when your post will be published. # For the most part, you can leave this as the day you _started_ the post. # The maintainers will update this value before publishing @@ -9,24 +9,13 @@ date= 2024-09-11 01:01:01 # 'description' is what is shown as a snippet/summary in various contexts. # You can make this the first few lines of the post or (better) a hook for readers. # Aim for 2 short sentences. -description= "Improve performance by enabling the processor's speculative execution capability" +description= "Maximize the performance of your hardware with memory access amortization" # 'authors' are the folks who wrote or contributed to the post. # Each author corresponds to a biography file (more info later in this document) authors= [ "dantouitou", "uriyagelnik"] +++ - - - In the [first part](https://valkey.io/blog/unlock-one-million-rps/) of this blog, we described how we offloaded almost all I/O operations to I/O threads, thereby freeing more CPU cycles in the main thread to execute commands. When we profiled the execution of the main thread, we found that a considerable amount of time was spent waiting for external memory. This was not entirely surprising, as when accessing random keys, the probability of finding the key in one of the processor caches is relatively low. Considering that external memory access latency is approximately 50 times higher than L1 cache, it became clear that despite showing 100% CPU utilization, the main process was mostly “waiting”. In this blog, we describe the technique we have been using to increase the number of parallel memory accesses, thereby reducing the impact that external memory latency has on performance. + + In the [first part](/blog/unlock-one-million-rps/) of this blog, we described how we offloaded almost all I/O operations to I/O threads, thereby freeing more CPU cycles in the main thread to execute commands. When we profiled the execution of the main thread, we found that a considerable amount of time was spent waiting for external memory. This was not entirely surprising, as when accessing random keys, the probability of finding the key in one of the processor caches is relatively low. Considering that external memory access latency is approximately 50 times higher than L1 cache, it became clear that despite showing 100% CPU utilization, the main process was mostly “waiting”. In this blog, we describe the technique we have been using to increase the number of parallel memory accesses, thereby reducing the impact that external memory latency has on performance. ### Speculative execution and linked lists Speculative execution is a performance optimization technique used by modern processors, where the processor guesses the outcome of conditional operations and executes in parallel subsequent instructions ahead of time. Dynamic data structures, such as linked lists and search trees, have many advantages over static data structures: they are economical in memory consumption, provide fast insertion and deletion mechanisms, and can be resized efficiently. However, some dynamic data structures have a major drawback: they hinder the processor's ability to speculate on future memory load instructions that could be executed in parallel. This lack of concurrency is especially problematic in very large dynamic data structures, where most pointer accesses result in high-latency external memory access. @@ -34,7 +23,7 @@ Speculative execution is a performance optimization technique used by modern pro In this blog, Memory Access Amortization, a method that facilitates speculative execution to improve performance, is introduced along with how it is applied in Valkey. The basic idea behind the method is that by interleaving the execution of operations that access random memory locations, one can achieve significantly better performance than by executing them serially. To depict the problem we are trying to solve consider the following [function](/assets/C/list_array.c) which gets an array of linked list and returns sum of all values in the lists: -
    +```c
     unsigned long sequentialSum(size_t arr_size, list **la) {
         list *lp;
         unsigned long  res = 0; 
    @@ -49,9 +38,9 @@ unsigned long sequentialSum(size_t arr_size, list **la) {
     
         return res; 
     }
    -
    +``` Executing this function on an array of 16 lists containing 10 million elements each takes approximately 20.8 seconds on an ARM processor (Graviton 3). Now consider the following alternative implementation which instead of scanning the lists separately, interleaves the executions of the lists scans: -
    +```c
     unsigned long interleavedSum(size_t arr_size, list **la) {
         list **lthreads = malloc(arr_size * sizeof(list *)); 
         unsigned long res = 0; 
    @@ -77,21 +66,21 @@ unsigned long interleavedSum(size_t arr_size, list **la) {
         free(lthreads);
         return res; 
     }
    -
    +``` Running this new version with the same input as previously described takes less than 2 seconds, achieving a 10x speedup! The explanation for this significant improvement lies in the processor's speculative execution capabilities. In a standard sequential traversal of a linked list, as seen in the first version of the function, the processor cannot 'speculate' on future memory access instructions. This limitation becomes particularly costly with large lists, where each pointer access likely results in a expensive external memory access. In contrast, the alternative implementation, which interleaves list traversals, allows the processor to issue more memory accesses in parallel. This leads to an overall reduction in memory access latency through amortization. One way to maximize the amount of parallel memory access issued is to add prefetch instructions. Replacing -
    +```c
                  if (lthreads[i] == NULL) 
                     n--;
    -
    +``` with -
    +```c 
                 if (lthreads[i]) 
                     __builtin_prefetch(lthreads[i]);
                 else 
                     n--;
    -
    +``` reduces the execution time further to 1.8 sec. ### Back to Valkey @@ -118,25 +107,25 @@ We conducted our tests on an AWS EC2 c7g.4xlarge instance, featuring 16 cores on > Note: The core assignments used in this guide are examples. Optimal core selection may vary depending on your specific system configuration and workload. Interrupt affinity - locate the network interface with `ifconfig` (let's assume it is `eth0`) and its associated IRQs with -
    +```bash 
     grep eth0 /proc/interrupts | awk '{print $1}' | cut -d : -f 1
    -
    +``` In our setup, lines `48` to `55` are allocated for `eth0` interrupts. Allocate one core per 4 IRQ lines: -
    +```bash 
     for i in {48..50}; do echo 1000 > /proc/irq/$i/smp_affinity; done
     for i in {51..55}; do echo 2000 > /proc/irq/$i/smp_affinity; done  
    -
    +``` Server configuration - launch the Valkey server with these minimal configurations: -
    +```bash
     ./valkey-server --io-threads 9 --save --protected-mode no
    -
    +``` `--save` disables dumping to RDB file and `--protected-mode no ` allows connections from external hosts. `--io-threads` number includes the main thread and the IO threads, meaning that in our case 8 I/O threads are launched in addition to the main thread. Main thread affinity - pin the main thread to a specific CPU core, avoiding the cores handling IRQs. Here we use core #3: -
    +```bash
     sudo taskset -cp 3 `pidof valkey-server`
    -
    -> Important: We suggest to experiment with different other to find the optimal performance while avoiding conflicts with the IRQ-handling cores. +``` +> Important: We suggest experimenting with different core pinning strategies to find the optimal performance while avoiding conflicts with IRQ-handling cores. ### Benchmark Configuration @@ -147,12 +136,12 @@ Run the benchmark from a separate instance using the following parameters: * Number of clients: 650 * Number of threads: 50 (may vary for optimal results) -
    -./valkey-benchmark -t set -d 512 -r 3000000 -c 650 --threads 50 -h <host-name> -n 100000000000
    -
    +```bash +./valkey-benchmark -t set -d 512 -r 3000000 -c 650 --threads 50 -h "host-name" -n 100000000000 +``` > Important: When running the benchmark, it may take a few seconds for the database to get populated and for the performance to stabilize. You can adjust the `-n` parameter to ensure the benchmark runs long enough to reach optimal throughput. ### Testing and Availability -Valkey 8.0 RC2 is available now for evaluation with I/O threads and memory access amortization. \ No newline at end of file +[Valkey 8.0 RC2](https://github.com/valkey-io/valkey/releases/tag/8.0.0-rc2) is available now for evaluation with I/O threads and memory access amortization. \ No newline at end of file From 8cc72632c8f3932d218cc3648512fa0306ff2aa7 Mon Sep 17 00:00:00 2001 From: "Kyle J. Davis" Date: Thu, 12 Sep 2024 14:58:27 -0600 Subject: [PATCH 24/24] fix the filename and meta data for correct pub date Signed-off-by: Kyle J. Davis --- ...-rps-part2.md => 2024-09-13-unlock-one-million-rps-part2.md} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename content/blog/{2024-09-10-unlock-one-million-rps-part2.md => 2024-09-13-unlock-one-million-rps-part2.md} (99%) diff --git a/content/blog/2024-09-10-unlock-one-million-rps-part2.md b/content/blog/2024-09-13-unlock-one-million-rps-part2.md similarity index 99% rename from content/blog/2024-09-10-unlock-one-million-rps-part2.md rename to content/blog/2024-09-13-unlock-one-million-rps-part2.md index d4ed8b6..765ea52 100644 --- a/content/blog/2024-09-10-unlock-one-million-rps-part2.md +++ b/content/blog/2024-09-13-unlock-one-million-rps-part2.md @@ -5,7 +5,7 @@ title= "Unlock 1 Million RPS: Experience Triple the Speed with Valkey - part 2" # For the most part, you can leave this as the day you _started_ the post. # The maintainers will update this value before publishing # The time is generally irrelvant in how Valkey published, so '01:01:01' is a good placeholder -date= 2024-09-11 01:01:01 +date= 2024-09-13 01:01:01 # 'description' is what is shown as a snippet/summary in various contexts. # You can make this the first few lines of the post or (better) a hook for readers. # Aim for 2 short sentences.

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zg_DtL(SxN(&SAliWY?08nG)j7^)Rh-g2Q8bSx@CgPuH<{Hc;Gnb9$ZQZs^qV1mu7y zw72(DZ{=qmM%ixzUAMT(qC1r@FVm*lKAiVl(tqENjm-0;n)5i;=*3Ur0Jdw-C2j!(Ah6x=M3hD<94$3{| zRpF#4dYzri^J}M74m?!RtZa06-Qjc51{y^oGL*+yB~vQRYRA1N5<({D4Rx&jWe>B{-qgAnRa8k39F_aDBfyjrom#|u;fq74A)4}Ys1#eCw z3Z3`g^?e2$T5gSw*({^IWom$>FI){2txv0z1-}R20-Lobh9UO1D}V(4(ZBCNK-GTj z{BZkU?W$j1H+M=_%w06ZbDyA!#bV|83lw0Y0{3h-`A95ZYVRIR?r&?<487-GyvRs6 ztWr)uY3ML8US^U{VEX0SDoGi$#UlJ*piATO`_eT-t8@uLVv4#Yl|K6--c@@XE^}OI zUvgO-j(J0~8geo0-BnDt_jLmrS zx)(87RT~*)8=zJ;@Tr7Doc+Gi{N6bCy<(45)XwGGs4Y%21oT3ApVAR^(6xkZGeVLK z#5mnV95_lCgGJhn#VkUkL4B$!SI{AtaCdVR-1zx{uw;8BMk{oVnBM0k+FAaiouA_g zD{V+2Tg5(sH3oWMWmuyvfP;hQ@<3fh|AhAeQt_K}&rBQ6a-@fcO*vMWQWK{lVxqYZ zZjr*=NqQh6L13}vmRRk{{iv;g!>1Qcy&kK#_^9q|C#?vH5dxw z8#9df2SEE%ltL^{xkAnaS90Wk=4VmnrSt;srgHofvHV;7BQ9mZ_~H|y_5Xv Date: Fri, 30 Aug 2024 13:24:05 -0700 Subject: [PATCH 02/24] Address feedback Signed-off-by: Harkrishn Patro --- ...2024-08-29-valkey-memory-efficiency-8-0.md | 28 ++++++------------ ...png => dictionary_in_cluster_mode_8.0.png} | Bin ...arison.png => memory_usage_comparison.png} | Bin 3 files changed, 9 insertions(+), 19 deletions(-) rename static/assets/media/pictures/{dictionary_in_ cluster_mode_8.0.png => dictionary_in_cluster_mode_8.0.png} (100%) rename static/assets/media/pictures/{memory_usage comparison.png => memory_usage_comparison.png} (100%) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index 36d29d0..9ecee1d 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -1,33 +1,23 @@ +++ -# `title` is how your post will be listed and what will appear at the top of the post title= "Storing more with less: Memory Efficiency in Valkey 8" -# `date` is when your post will be published. -# For the most part, you can leave this as the day you _started_ the post. -# The maintainers will update this value before publishing -# The time is generally irrelvant in how Valkey published, so '01:01:01' is a good placeholder date= 2024-08-29 01:01:01 -# 'description' is what is shown as a snippet/summary in various contexts. -# You can make this the first few lines of the post or (better) a hook for readers. -# Aim for 2 short sentences. description= "Learn about the new memory efficiency improvements in Valkey 8 which reduces memory overhead, allows more data to be stored in the same amount of memory." -# 'authors' are the folks who wrote or contributed to the post. -# Each author corresponds to a biography file (more info later in this document) authors= [ "hpatro"] +++ -Valkey 8.0 GA is around the corner and one of the theme is increasing overall memory efficiency. Memory overhead reduction has the obvious effect of better resource utilization, but also impacts performance. By minimizing unnecessary memory consumption, you can store more data with the same hardware resources and improve overall system responsiveness. This post is going to give a overview into how Valkey internally manages the data and its memory overhead. Additionally, it talks about the two major improvements for Valkey 8.0 that improves the overall memory efficiency. +Valkey 8.0 GA is around the corner and one of the themes is increasing overall memory efficiency. Memory overhead reduction has the obvious effect of better resource utilization, but also impacts performance. By minimizing unnecessary memory consumption, you can store more data with the same hardware resources and improve overall system responsiveness. This post is going to give an overview into how Valkey internally manages the data and its memory overhead. Additionally, it talks about the two major improvements for Valkey 8.0 that improves the overall memory efficiency. ## Overview -Valkey has two modes of operation: standalone and cluster mode. Standalone allows for one primary -with it’s replica(s). To shard data horizontally and scale to store large amounts of data, cluster mode provides a mechanism to set up multiple primaries each with their own replica(s). +Valkey has two modes of operation: standalone and cluster mode. Standalone allows for one primary with it’s replica(s). To shard data horizontally and scale to store large amounts of data, cluster mode provides a mechanism to set up multiple primaries each with their own replica(s). + ![Figure 1 Standalone (left) and Cluster mode (right)](/assets/media/pictures/valkey_operation_mode.png) For both standalone and cluster mode setup, Valkey's main dictionary is a hash table with a chained linked list: The major components are a **bucket** and **dictionary entry**. A key is hashed to a bucket and each bucket points to a linked list of dictionary entries and further each dictionary entry consists of key, value, and a next pointer. Each pointer takes 8 bytes of memory usage. So, a single dictionary entry has a minimum overhead of 24 bytes. ![Figure 2 Dictionary bucket pointing to a dictionary entry](/assets/media/pictures/dictionary_bucket_and_entry_overview.png) -In cluster mode, Valkey uses a concept called [hash slots](https://valkey.io/topics/cluster-tutorial/) to shard data. There are 16384 hash slots in cluster, and to compute the hash slot for a given key, the server computes the CRC16 of the key modulo 16384. Keys are distributed on basis of these slots assigned to each of the primary. The server needs to maintain additional metadata for bookkeeping i.e. slot-to-key mapping to move a slot from one primary to another. In order to maintain the slot to key mapping, two additional pointers `slot-prev` and `slot-next` (Figure 3) are stored as metadata in each dictionary entry forming a double linked list of all keys belonging to a given slot. This further increases the overhead by 16 bytes per dictionary entry i.e. total 40 bytes. +In cluster mode, Valkey uses a concept called [hash slots](https://valkey.io/topics/cluster-tutorial/) to shard data. There are 16,384 hash slots in cluster, and to compute the hash slot for a given key, the server computes the CRC16 of the key modulo 16,384. Keys are distributed on basis of these slots assigned to each of the primary. The server needs to maintain additional metadata for bookkeeping i.e. slot-to-key mapping to move a slot from one primary to another. In order to maintain the slot to key mapping, two additional pointers `slot-prev` and `slot-next` (Figure 3) are stored as metadata in each dictionary entry forming a double linked list of all keys belonging to a given slot. This further increases the overhead by 16 bytes per dictionary entry i.e. total 40 bytes. ![Figure 3 Dictionary in cluster mode (Valkey 7.2) with multiple key value pair](/assets/media/pictures/dictionary_in_cluster_mode_7.2.png) @@ -35,9 +25,9 @@ In cluster mode, Valkey uses a concept called [hash slots](https://valkey.io/top ### Optimization 1 - [Dictionary per slot](https://github.com/redis/redis/pull/11695) -The first optimization is we have introduced a dictionary per slot (16,384 of them in total), where each dictionary stores data for a given slot. With this simplification, the cost of maintaining additional metadata for the mapping of slot to key is no longer required in Valkey 8. To iterate over all the keys in a given slot, the engine simply finds out the dictionary for a given slot and traverse all the entries in it. This reduces the memory usage per dictionary entry by 16 bytes with a small memory overhead around 1 MB per node. As cluster mode is generally used for storing large amount of keys, avoiding the additional overhead per key allows users to store more number of keys in the same amount of memory. +The first optimization is a dictionary per slot (16,384 of them in total), where each dictionary stores data for a given slot. With this simplification, the cost of maintaining additional metadata for the mapping of slot to key is no longer required in Valkey 8. To iterate over all the keys in a given slot, the engine simply finds out the dictionary for a given slot and traverse all the entries in it. This reduces the memory usage per dictionary entry by 16 bytes with a small memory overhead around 1 MB per node. As cluster mode is generally used for storing large amount of keys, avoiding the additional overhead per key allows users to store more number of keys in the same amount of memory. -![Figure 4 Dictionary in cluster mode (Valkey 8.0) with multiple key value pair](/assets/media/pictures/dictionary_in_ cluster_mode_8.0.png) +![Figure 4 Dictionary in cluster mode (Valkey 8.0) with multiple key value pair](/assets/media/pictures/dictionary_in_cluster_mode_8.0.png) Few of the interesting challenges that comes up with the above improvements are supporting existing use cases which were optimized with a single dictionary for the entire keyspace. The usecases are: @@ -60,9 +50,9 @@ Overall with this new approach, the benefits are: ### Optimization 2 - [Key embedding into dictionary entry](https://github.com/valkey-io/valkey/pull/541) -After the dictionary per slot change, the memory layout of dictionary entry in cluster mode is the following, there are three pointers (key, value, and next). The key pointer points to a SDS([simple dynamic string](https://github.com/antirez/sds/blob/master/README.md)) which contains the actual key data. As key is immutable, without bringing in much complexity, it can be embedded into the dictionary entry which has the same lifetime as the former. +After the dictionary per slot change, the memory layout of dictionary entry in cluster mode is the following, there are three pointers (key, value, and next). The key pointer points to a SDS ([simple dynamic string](https://github.com/antirez/sds/blob/master/README.md)) which contains the actual key data. As key is immutable, without bringing in much complexity, it can be embedded into the dictionary entry which has the same lifetime as the former. -![Figure 5 Key data storage in 7.2 (left) and 8.0 (right)](static/assets/media/pictures/key_embedding.png) +![Figure 5 Key data storage in 7.2 (left) and 8.0 (right)](/assets/media/pictures/key_embedding.png) With this new approach, the overall benefits are: @@ -126,7 +116,7 @@ used_memory_human:550.56M #### Overall Improvement -![Figure 6 Overall memory usage with benchmark data](static/assets/media/pictures/memory_usage comparison.png) +![Figure 6 Overall memory usage with benchmark data](/assets/media/pictures/memory_usage_comparison.png) #### With dictionary per slot change memory usage reduced from 693.64 MB to 598.77 MB with the same dataset diff --git a/static/assets/media/pictures/dictionary_in_ cluster_mode_8.0.png b/static/assets/media/pictures/dictionary_in_cluster_mode_8.0.png similarity index 100% rename from static/assets/media/pictures/dictionary_in_ cluster_mode_8.0.png rename to static/assets/media/pictures/dictionary_in_cluster_mode_8.0.png diff --git a/static/assets/media/pictures/memory_usage comparison.png b/static/assets/media/pictures/memory_usage_comparison.png similarity index 100% rename from static/assets/media/pictures/memory_usage comparison.png rename to static/assets/media/pictures/memory_usage_comparison.png From 41363888abfb0429127f13dc166a4398d17082a9 Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Fri, 30 Aug 2024 13:29:38 -0700 Subject: [PATCH 03/24] Address some more feedback Signed-off-by: Harkrishn Patro --- content/blog/2024-08-29-valkey-memory-efficiency-8-0.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md index 9ecee1d..35c186a 100644 --- a/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md +++ b/content/blog/2024-08-29-valkey-memory-efficiency-8-0.md @@ -29,24 +29,24 @@ The first optimization is a dictionary per slot (16,384 of them in total), where ![Figure 4 Dictionary in cluster mode (Valkey 8.0) with multiple key value pair](/assets/media/pictures/dictionary_in_cluster_mode_8.0.png) -Few of the interesting challenges that comes up with the above improvements are supporting existing use cases which were optimized with a single dictionary for the entire keyspace. The usecases are: +A few of the interesting challenges that comes up with the above improvements are supporting existing use cases which were optimized with a single dictionary for the entire keyspace. The usecases are: * [Iterating the entire keyspace](https://valkey.io/commands/scan/) - Command like `SCAN` to iterate over the entire keyspace. * [Random key for eviction](https://valkey.io/topics/lru-cache/) - The server does random sampling of the keyspace to find ideal candidate for eviction. * [Finding a random key](https://valkey.io/commands/randomkey/) - Command like `RANDOMKEY` retrieves a random key from the database. -It is quite possible that some slots contains more keys than others and some could be also empty which could lead the engine to traverse through the all the empty dictionary for a full scan i.e. [O(N)](https://en.wikipedia.org/wiki/Big_O_notation) operation if approached naively. When picking a random key for eviction or running `RANDOMKEY` operation, the server needs to pick a non-empty slot in a performant manner. These cases require a data structure which provides the following functionality: +It is quite possible that some slots contains more keys than others and some could be also empty which could lead the engine to traverse through all the empty dictionary for a full scan i.e. [O(N)](https://en.wikipedia.org/wiki/Big_O_notation) operation if approached naively. When picking a random key for eviction or running `RANDOMKEY` operation, the server needs to pick a non-empty slot in a performant manner. These cases require a data structure which provides the following functionality: 1. Modify value for a given index (slot) - If a key gets added or removed, increment or decrement the value for that given slot by 1 respectively. 2. Cumulative frequency until each index (slot) - For a given number representing a key between 1 and the total number of keys, return the index (slot) which covers the particular key. -If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and avoid regression in the operations stated above. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slot efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cummulative sum maintained by the BIT. +If approached naively, the former and latter operation would take O(1) and O(N) respectively. However, we want to minimize the latter operation’s time complexity and avoid regression in the operations stated above. Hence, a [binary indexed tree (BIT) or fenwick tree](https://www.topcoder.com/thrive/articles/Binary%20Indexed%20Trees) which provides the above functionality with a minimal memory overhead (~1 MB per node) and the time complexity is also bounded to O(M log N) for both the operations where M = number of modification(s) and N = number of slots. This enables skipping over empty slots efficiently while iterating over the keyspace as well as finding a slot for a given key index in logarithmic time via binary search over the cummulative sum maintained by the BIT. Overall with this new approach, the benefits are: 1. Removes additional memory overhead in cluster mode: Get rid of two pointers (16 bytes) per key to keep the mapping of slot to keys. -2. Rehashing operation is CPU intensive: By default, limited number of buckets are allocated in a dictionary and it expands/shrinks dyanmically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys gets stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1.5, the dictionary needs to a large dictionary (multiple of 2) and move large amount of keys. As this operation is performed on the fly, it causes increase in latency for regular command operations while it’s ongoing. With this optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only subset of key needs to be moved. +2. Rehashing operation is CPU intensive: By default, limited number of buckets are allocated in a dictionary and it expands/shrinks dyanmically based on usage. While undergoing rehashing, all the data needs to be moved from an old dictionary to a new dictionary. With Valkey 7.2, a global dictionary being shared across all the slots, all the keys gets stored under a single dictionary and each time the fill factor (number of keys / number of buckets) goes above 1.5, the dictionary needs to move to a larger dictionary (multiple of 2) and move large amount of keys. As this operation is performed on the fly, it causes increase in latency for regular command operations while it’s ongoing. With this optimization, the impact of rehashing is localized to the specific dictionary undergoing the process and only subset of key needs to be moved. ### Optimization 2 - [Key embedding into dictionary entry](https://github.com/valkey-io/valkey/pull/541) From 6a5f38c781cfaa741f126ea650d5fb9661289b8b Mon Sep 17 00:00:00 2001 From: Harkrishn Patro Date: Fri, 30 Aug 2024 14:01:53 -0700 Subject: [PATCH 04/24] Update author photo and interest Signed-off-by: Harkrishn Patro --- content/authors/hpatro.md | 3 ++- static/assets/media/authors/hpatro.jpeg | Bin 0 -> 29763 bytes static/assets/media/authors/hpatro.png | Bin 3518 -> 0 bytes 3 files changed, 2 insertions(+), 1 deletion(-) create mode 100644 static/assets/media/authors/hpatro.jpeg delete mode 100644 static/assets/media/authors/hpatro.png diff --git a/content/authors/hpatro.md b/content/authors/hpatro.md index 75be31f..2cd3b76 100644 --- a/content/authors/hpatro.md +++ b/content/authors/hpatro.md @@ -1,7 +1,7 @@ --- title: Harkrishn Patro extra: - photo: '/assets/media/authors/hpatro.png' + photo: '/assets/media/authors/hpatro.jpeg' github: hpatro --- @@ -9,3 +9,4 @@ Harkrishn Patro is a Software Engineer at AWS. Harkrishn is passionate about distributed systems, databases, anything related to data. +In his spare time, Harkrishn loves to play badminton or go for a hike with friends and family. 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b/sass/_valkey.scss index 8e5f6c8..27d8550 100644 --- a/sass/_valkey.scss +++ b/sass/_valkey.scss @@ -259,7 +259,7 @@ p { height: 100%; margin: 0 auto; - .container.right-aside img { + .container img { width: 100%; height: auto; } @@ -537,3 +537,25 @@ pre table { padding-top: 1rem; padding-bottom: 1rem; } + +.author-container { + display: flex; + align-items: center; + background-color: $grey-lt-000; /* Light grey background */ + padding: 20px; + border-radius: 5px; + margin-bottom: 30px; +} + +.author-photo-container { + display: flex; + align-items: center; + justify-content: center; + flex: 0 0 auto; + margin-right: 20px; +} + +.author-info { + flex: 1; + text-align: left; +} \ No newline at end of file diff --git a/templates/blog-page.html b/templates/blog-page.html index f557a68..9019f28 100644 --- a/templates/blog-page.html +++ b/templates/blog-page.html @@ -1,4 +1,4 @@ -{% extends "right-aside.html" %} +{% extends "fullwidth.html" %} {% block main_content %}

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