diff --git a/docs/public-networks/concepts/data-storage-formats.md b/docs/public-networks/concepts/data-storage-formats.md index 7ed1bd719ad..fe6ead1ad1b 100644 --- a/docs/public-networks/concepts/data-storage-formats.md +++ b/docs/public-networks/concepts/data-storage-formats.md @@ -29,6 +29,10 @@ Do not run an [archive node](../get-started/connect/sync-node.md#run-an-archive- Bonsai is designed for retrieving recent data only. ::: +:::tip +You can read more about Bonsai in [Consensys' Guide to Bonsai Tries](https://consensys.io/blog/bonsai-tries-guide). +::: + ## Forest of Tries Forest of Tries, also called forest mode, is another method of representing the world state, and is more suitable for [archive nodes](../get-started/connect/sync-node.md#run-an-archive-node). diff --git a/docs/public-networks/concepts/events-and-logs.md b/docs/public-networks/concepts/events-and-logs.md index c5b78fe2bbb..f3b769eb8b5 100644 --- a/docs/public-networks/concepts/events-and-logs.md +++ b/docs/public-networks/concepts/events-and-logs.md @@ -1,6 +1,6 @@ --- title: Events and logs -sidebar_position: 6 +sidebar_position: 7 description: Learn about events and logs in Besu. tags: - public networks diff --git a/docs/public-networks/concepts/genesis-file.md b/docs/public-networks/concepts/genesis-file.md index f25f812f776..499b1817655 100644 --- a/docs/public-networks/concepts/genesis-file.md +++ b/docs/public-networks/concepts/genesis-file.md @@ -1,6 +1,6 @@ --- title: Genesis file -sidebar_position: 7 +sidebar_position: 8 description: Learn about configuring a network using the genesis file. tags: - public networks diff --git a/docs/public-networks/concepts/network-and-chain-id.md b/docs/public-networks/concepts/network-and-chain-id.md index 8a58961a1e2..bb90d32726d 100644 --- a/docs/public-networks/concepts/network-and-chain-id.md +++ b/docs/public-networks/concepts/network-and-chain-id.md @@ -1,6 +1,6 @@ --- title: Network ID and chain ID -sidebar_position: 5 +sidebar_position: 6 description: Learn about network ID and chain ID in Besu. tags: - public networks diff --git a/docs/public-networks/concepts/node-keys.md b/docs/public-networks/concepts/node-keys.md index c03ff8034d1..1f279276975 100644 --- a/docs/public-networks/concepts/node-keys.md +++ b/docs/public-networks/concepts/node-keys.md @@ -1,6 +1,6 @@ --- title: Node keys -sidebar_position: 8 +sidebar_position: 9 description: Learn about node public and private keys, and the node address. tags: - public networks diff --git a/docs/public-networks/concepts/parallel-transaction-execution.md b/docs/public-networks/concepts/parallel-transaction-execution.md new file mode 100644 index 00000000000..8dba7993bc5 --- /dev/null +++ b/docs/public-networks/concepts/parallel-transaction-execution.md @@ -0,0 +1,194 @@ +--- +sidebar_position: 4 +description: Learn about parallel transaction execution. +tags: +- public networks +--- + +# Parallel transaction execution + +Besu supports parallel transaction execution, using an optimistic approach to parallelize +transactions within a block. +You can enable this feature when using the [Bonsai Tries](data-storage-formats.md#bonsai-tries) data +storage format. +This page provides an [overview of the parallelization mechanism](#parallelization-mechanism-overview), +and [metrics](#metrics) that highlight Besu's improved performance. + +:::warning Important +Parallel transaction execution is an early access feature. +You can enable it using the `--Xbonsai-parallel-tx-processing-enabled` option. +::: + +## Parallelization mechanism overview + +When parallel transaction execution is enabled, Besu initially executes all transactions within a +block in parallel, operating under the optimistic assumption that they can all be executed +concurrently without conflict. +This parallel execution runs in the background, and Besu proceeds to sequentially process the +transactions without waiting for the parallel execution to complete. + +The following flowchart outlines the transaction execution flow: + +

+ +```mermaid +graph TD; + X(Start parallel execution as background process) --> A(Start sequential processing); + A --> B{{Is transaction completed by background process?}}; + B --> |Yes| C{{Conflict check}}; + C --> |No conflict| D(Apply background state modifications); + C --> |Conflict detected| E(Replay transaction using background cache); + B --> |No| F(Execute transaction sequentially); + D --> G(End sequential processing); + E --> G; + F --> G; +``` + +

+ +Besu first determines if a transaction has been completed by the background parallel execution: + +- **Completed:** If the transaction is completed, Besu examines whether there are any conflicts with + previously executed transactions. + - **No conflict:** If no conflict is detected, Besu directly applies the state modifications + generated in the background to the block, avoiding re-execution. + - **Conflict detected:** If a conflict is detected, Besu replays the transaction, using a cache of + background reads to improve efficiency. +- **Not completed:** If the transaction is not completed, Besu executes it sequentially within the + block to ensure its completion, independent of the background execution. + +### Conflict detection strategy + +Besu's conflict detection strategy uses the *accumulator*, a +[Bonsai Tries](data-storage-formats.md#bonsai-tries) feature that tracks addresses and slots touched +or modified during block or transaction execution. + +:::tip +You can read more about Bonsai Tries in [Consensys' Guide to Bonsai Tries](https://consensys.io/blog/bonsai-tries-guide). +::: + +If a slot, code, or anything else related to an account is modified, the Bonsai accumulator keeps +track of this information. +This strategy leverages Bonsai's storage benefits, only keeping track of block-to-block state diffs +in Besu storage. + +The following flowchart outlines how Besu detects conflicts and imports transactions into the block: + +

+ +```mermaid +graph TD; + A(Start block import) --> B(Fetch block's touched addresses); + B --> C{{For each transaction}}; + C -->|Next transaction| D(Fetch transaction's touched addresses); + D --> E{{Compare addresses}}; + E -->|Conflict detected| F(Replay transaction using cached data); + E -->|No conflict| G(Apply transaction result directly – no replay); + F --> H{{Attempt to read from cache}}; + H -->|Data found in cache| I(Continue replay using cached data); + H -->|Data not found in cache| J(Fetch data from disk); + I --> K(Transaction replay complete); + J --> K; + K --> L(Apply transaction changes); + G --> L; + L --> M{{More transactions?}}; + M -->|Yes| C; + M -->|No| N(End block import); +``` + +

+ +Besu takes what the accumulator tracks at the block and transaction level, compares the +transaction's list of touched addresses to the block's list, and checks for conflicts. +In particular: + +1. Besu identifies conflicts by checking whether a transaction has interacted with accounts modified + by the block (that is, modified by previous transactions). +2. If a conflict is detected, Besu replays the transaction using cached data or data fetched from disk. +3. Each time a transaction is added to the block, Besu incorporates the transaction's tracked list + into the block's list. + +:::info Note +The following are excluded from the conflict check: + +- Unchanged accounts read by the block. +- Rewards given to the validator coinbase address at the end of each transaction. + If these were considered, every transaction would conflict with the coinbase address. + Besu identifies this address as a conflict only if it is accessed for reasons other than receiving + rewards at the transaction's conclusion. +::: + +The following flowchart outlines how Besu maintains the lists of tracked addresses: + +

+ +```mermaid +graph TD; + A(Start) --> B(Fetch block's touched addresses); + B --> C{{Check each address}}; + C -->|Unchanged| D(Mark as read); + C -->|Modified| E(Add to block's tracked addresses); + D --> F{{Next address}}; + E --> F; + F -->|More addresses?| C; + F -->|No more| G(Fetch transaction's touched addresses); + G --> H{{For each transaction address}}; + H -->|From, sender, etc.| I(Add to transaction's tracked addresses); + I --> J{{Next address}}; + J -->|More addresses?| H; + J -->|No more| K{{Compare block and transaction addresses}}; + K -->|Conflict detected| L(Conflict is detected); + K -->|No conflict| M(Proceed with transaction); + L --> N(End); + M --> N; +``` + +

+ +Besu's conflict detection strategy is intentionally simple to minimize edge cases. +With this approach to parallel transaction execution, +[approximately 40% of transactions do not require replay](#metrics). +In the future, the conflict detection strategy may be refined to reduce false positives. + +You can enable parallel transaction execution using the `--Xbonsai-parallel-tx-processing-enabled` option. + +## Metrics + +Parallel transaction execution uses Besu's resources more efficiently than traditional +sequential execution, significantly improving performance. + +The following metrics were collected on nodes running on Azure VMs (Standard D8as v5 – 8 vCPUs, 32 +GiB memory), with Teku and Nimbus as consensus layer (CL) clients: + +- **Block processing time** - With Teku as CL client, block processing time improves by at least 25%. + The 50th percentile decreases from 282 ms to 207 ms and the 95th + percentile decreases from 479 ms to 393 ms. + + With Nimbus as CL client, block processing improves by approximately 45%, with the 50th percentile + at 155 ms, and the 95th percentile at 299 ms. + Besu running with Nimbus has better performance than with Teku because Nimbus has less overhead on + Besu, meaning less context switching and fewer cache misses. + +- **Execution throughput** - Execution throughput increases, with an average of 96 Mgas/s and peaks + of up to 250 Mgas/s. + +- **Parallel transactions** - Parallel transaction execution introduces two new metrics, which + indicate that approximately 40% of transactions are parallelized using this feature: + + - `besu_block_processing_parallelized_transactions_counter_total` - The number of transactions + executed in parallel. + - `besu_block_processing_conflicted_transactions_counter_total` - The number of transactions that + encountered conflicts and were therefore executed sequentially. + +- **Sync time** - Snap synchronization time is approximately 27 hours and 5 minutes, with block import + time approximately 6 ms on average. + +- **CPU profiling** - The new payload call time decreases from 251.68 ms to 172.04 ms on average, + with notable improvements in SLOAD operation times. + +During the faster block processing time, Besu uses more CPU and more disk accesses in parallel +(higher IOPS). +However, when these metrics are averaged on different monitoring tools, the resource usage looks the same as +with sequential execution. +Overall, parallel transaction execution improves Besu performance with almost no resource usage +overhead. diff --git a/docs/public-networks/concepts/transactions/_category_.json b/docs/public-networks/concepts/transactions/_category_.json index e82ef121922..6026a5487c2 100644 --- a/docs/public-networks/concepts/transactions/_category_.json +++ b/docs/public-networks/concepts/transactions/_category_.json @@ -1,4 +1,4 @@ { "label": "Transactions", - "position": 4 + "position": 5 } diff --git a/docusaurus.config.js b/docusaurus.config.js index e0eb31b0e25..113920f809b 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -25,6 +25,10 @@ const config = { locales: ["en"], }, + markdown: { + mermaid: true, + }, + presets: [ [ "classic", @@ -260,6 +264,20 @@ const config = { darkTheme: darkCodeTheme, additionalLanguages: ["solidity", "toml", "java"], }, + mermaid: { + options: { + fontFamily: "arial, verdana, sans-serif;", + wrap: true, + sequence: { + diagramMarginX: 25, + diagramMarginY: 25, + }, + flowchart: { + diagramPadding: 5, + nodeSpacing: 75, + }, + }, + }, languageTabs: [ { highlight: "bash", @@ -351,6 +369,7 @@ const config = { indexBlog: false, }), ], + "@docusaurus/theme-mermaid", ], }; diff --git a/package-lock.json b/package-lock.json index 4a98347e5d7..7c713c4fc68 100644 --- a/package-lock.json +++ b/package-lock.json @@ -15,6 +15,7 @@ "@docusaurus/plugin-google-tag-manager": "^3.4.0", "@docusaurus/preset-classic": "^3.4.0", "@docusaurus/theme-common": "^3.4.0", + "@docusaurus/theme-mermaid": "^3.4.0", 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"resolved": "https://registry.npmjs.org/rst-selector-parser/-/rst-selector-parser-2.2.3.tgz", @@ -23579,6 +24623,11 @@ "queue-microtask": "^1.2.2" } }, + "node_modules/rw": { + "version": "1.3.3", + "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz", + "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==" + }, "node_modules/rxjs": { "version": "7.8.1", "resolved": "https://registry.npmjs.org/rxjs/-/rxjs-7.8.1.tgz", @@ -23588,6 +24637,17 @@ "tslib": "^2.1.0" } }, + "node_modules/sade": { + "version": "1.8.1", + "resolved": "https://registry.npmjs.org/sade/-/sade-1.8.1.tgz", + "integrity": "sha512-xal3CZX1Xlo/k4ApwCFrHVACi9fBqJ7V+mwhBsuf/1IOKbBy098Fex+Wa/5QMubw09pSZ/u8EY8PWgevJsXp1A==", + "dependencies": { + "mri": "^1.1.0" + }, + "engines": { + "node": ">=6" + } + }, "node_modules/safe-array-concat": { "version": "1.1.2", "resolved": "https://registry.npmjs.org/safe-array-concat/-/safe-array-concat-1.1.2.tgz", @@ -26436,6 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