From 8c1b9920ae2c38faf2bfad3f6aad6d5c5bdcd8a2 Mon Sep 17 00:00:00 2001 From: TAKAMI Torao Date: Tue, 30 Aug 2022 21:04:31 +0900 Subject: [PATCH] add mention of reserve feature and description of async of ABCI --- docs/en/03-tx-sharing.md | 14 +++++++------ docs/ja/03-tx-sharing.md | 31 ++++++++++------------------- docs/static/figures.drawio | 2 +- docs/static/tx-sharing/mempool.png | Bin 69388 -> 69550 bytes 4 files changed, 19 insertions(+), 28 deletions(-) diff --git a/docs/en/03-tx-sharing.md b/docs/en/03-tx-sharing.md index d9eb85505..5cbead17f 100644 --- a/docs/en/03-tx-sharing.md +++ b/docs/en/03-tx-sharing.md @@ -6,9 +6,9 @@ A client can send a transaction to any of the Ostracon nodes that joining the bl ## Mempool -Once a block is accepted by the Ostracon consensus mechanism, the transactions contained in that block are considered *confirmed*. The Ostracon node that receives an unconfirmed transaction validates it such as signature verification and stores it in an area called **mempool**, which is separate from the blocks. +Once a block is accepted by the Ostracon consensus mechanism, the transactions contained in that block are considered *confirmed*. The unconfirmed transactions are validated stored in an area called **mempool**, which is separate from the block storage, after validation such as signatures. -Unconfirmed transactions stored in the mempool by one Ostracon node are broadcast to other Ostracon nodes. +Unconfirmed transactions stored in the mempool by an Ostracon node are broadcast to other Ostracon nodes. However, if the transaction has already been received or is invalid, it's neither saved nor broadcast, but discarded. Such a method is called *gossipping* (or flooding) and a transaction will reach all nodes at a rate of $O(\log N)$ hops, where $N$ is the number of nodes in the Ostracon network. @@ -20,16 +20,18 @@ The following figure shows the flow of an Ostracon node from receiving an unconf ## Performance and Asynchronization -Blockchain performance tends to focus on the speed of block generation, but in a practical blockchain system, the efficiency of sharing transactions among nodes is also an important factor that significantly affects overall performance. +Blockchain performance tends to focus on the speed of block generation, but in a practical system, the efficiency of sharing transactions among nodes is also an important factor that significantly affects overall performance. In particular, Ostarcon's mempool must process a large number of transactions in a short period in exchange for Gossipping's network propagation speed. Ostracon has added several queues to the Tendermint implementation for the mempool to make them asynchronous. -This improvement allows large numbers of transactions to be stored in the mempool in a short period of time, improving the throughput of the blockchain network in more modern CPU core-equipped node environments. +This change allows large numbers of transactions to be stored in the mempool in a short period of time, improving the throughput of the blockchain network in more modern CPU core-equipped node environments. + +With this asynchronization of the mempool, multiple transactions will have a *validation-processing* state at the same time; Ostracon will refuse to receive transactions when the mempool capacity is exceeded, but asynchronous validation-processing transactions are also correctly included in the calculation of this capacity limit. ## Tx Validation via ABCI ABCI (Application Blockchain Interface) is a specification for applications to communicate with Ostracon and other tools remotely (via gRPC, ABCI-Socket) or in-process (via in-process). For more information, see [Tendermint repository](https://github.com/tendermint/tendermint/tree/main/abci). -Ostracon's unconfirmed transaction validation process also queries the application layer via ABCI. -This behavior allows the application to avoid including (correct from a data point of view but) essentially unnecessary transactions in the block. +The process of validating unconfirmed transactions also queries the application layer via ABCI. This behavior allows the application to avoid including transactions in the block that are essentially unnecessary (although correct from a data point of view). Here, Ostracon replaces the Tendermint implementation with an asynchronous API that can start the validation process for the next transaction without waiting for ABCI-side validation results. This improvement improves performance in environments where applications are allocated separate CPU cores. + diff --git a/docs/ja/03-tx-sharing.md b/docs/ja/03-tx-sharing.md index 8f4cc3d7e..b59d8ddb8 100644 --- a/docs/ja/03-tx-sharing.md +++ b/docs/ja/03-tx-sharing.md @@ -2,39 +2,28 @@ title: Transaction Sharing --- -クライアントはブロックチェーンネットワークを構成している Ostracon ノードのいずれかにトランザクションを送信することができます。トランザクションは -他の Ostracon ノードに伝搬し最終的にすべての Ostracon ノードで共有されます。 +クライアントはブロックチェーンネットワークを構成している Ostracon ノードのいずれかにトランザクションを送信することができます。トランザクションは他の Ostracon ノードに伝搬し最終的にすべての Ostracon ノードで共有されます。 ## Mempool -あるブロックが Ostracon のコンセンサス機構によって受理されたとき、そのブロックに含まれているトランザクションは *確定した* とみなされます。 -未確定のトランザクションを受信した Ostracon ノードは署名などの検証を行ってブロックとは別の **mempool** という領域に保存します。 +あるブロックが Ostracon のコンセンサス機構によって受理されたとき、そのブロックに含まれているトランザクションは *確定した* とみなされます。未確定のトランザクションは署名などの検証を経てブロックストレージとは別の **mempool** という領域に保存されます。 -ある Ostracon ノードが mempool に保存した未確定のトランザクションは他の Ostracon ノードにもブロードキャストされます。ただし、既に受信済み -であったり不正なトランザクションの場合には保存やブロードキャストは行われずに破棄されます。このような手法は *gossipping* (または flooding) -と呼ばれ、$N$ は Ostracon ネットワークのノード数として $O(\log N)$ ホップの速度ですべてのノードに到達します。 +また特定の Ostracon ノードが mempool に保存した未確定のトランザクションは他の Ostracon ノードにもブロードキャストされます。ただし、既に受信済みであったり不正なトランザクションの場合には保存やブロードキャストは行われずに破棄されます。このような手法は *gossipping* (または flooding) と呼ばれ、 $N$ を Ostracon ネットワークのノード数として $O(\log N)$ ホップの速度ですべてのノードに到達します。 -[リーダー選出](02-consensus.md)によって Proposer に選ばれた Ostracon ノードは mempool に保存されているトランザクションから -新しい提案ブロックを生成します。以下の図は Ostracon ノードがトランザクションを受信し mempool に保存してブロック生成に使用されるまでの -流れを示しています。 +[リーダー選出](02-consensus.md)によって Proposer に選ばれた Ostracon ノードは mempool に保存されているトランザクションから新しい提案ブロックを生成します。以下の図は Ostracon ノードがトランザクションを受信し mempool に保存してブロック生成に使用されるまでの流れを示しています。 ![Mempool in Ostracon structure](../static/tx-sharing/mempool.png) ## Performance and Asynchronization -ブロックチェーンの性能はブロックの生成速度が注目されがちですが、現実的なブロックチェーンシステムではノード間のトランザクション共有効率も全体の -性能に大きく影響する要因です。特に Ostarcon の mempool はネットワーク浸透速度の速い gossipping を使用している対価に短時間で大量の -トランザクションを処理する必要があります。 +ブロックチェーンの性能はブロックの生成速度が注目されがちですが、現実的なシステムではノード間のトランザクション共有効率も全体の性能に大きく影響する要因です。特に Ostracon の mempool はネットワーク浸透速度の速い gossipping を使用している対価に短時間で大量のトランザクションを処理する必要があります。 -Ostracon は mempool に関して Tendermint の実装にいくつかのキューを追加して非同期化を行っています。この改善によって短時間に大量のトランザクションを -mempool に格納することができるようになり、より現代的な CPU コア数を搭載するノード環境でブロックチェーンネットワークのスループットを改善して -います。 +Ostracon は Tendermint の mempool 実装に対していくつかのキューを追加することでトランザクション検証処理の非同期化を行っています。この変更によって短時間に大量のトランザクションを mempool に格納することができるようになり、より現代的な CPU コア数を搭載するノードでのネットワークのスループットの限界を改善しています。 + +この mempool の非同期化に伴って同時に複数のトランザクションが*検証中*の状態を持つようになります。Ostracon は mempool の容量を超過するとトランザクションの受信を拒否しますが、非同期で検証中のトランザクションもこの容量制限の算出に正しく含まれます。 ## Tx Validation via ABCI -ABCI (Application Blockchain Interface) はアプリケーションが Ostracon やその他のツールとリモート (gRPC, ABCI-Socket 経由) または -プロセス内 (in-process 経由) で通信するための仕様です。ABCI の詳細については [Tendermint のリポジトリ](https://github.com/tendermint/tendermint/tree/main/abci) -を参照してください。 +ABCI (Application Blockchain Interface) はアプリケーションが Ostracon やその他のツールとリモート (gRPC, ABCI-Socket 経由) またはプロセス内 (in-process 経由) で通信するための仕様です。ABCI の詳細については[Tendermint のリポジトリ](https://github.com/tendermint/tendermint/tree/main/abci)を参照してください。 -Ostracon のトランザクション検証過程では ABCI を経由してアプリケーションレイヤーにも問い合わせを行います。この動作により (データの観点では正しいが) -本質的に不要なトランザクションをブロックに含めないようにアプリケーションが判断することができます。 +未確定トランザクションの検証過程では ABCI を経由してアプリケーションレイヤーにも問い合わせを行います。この動作により (データの観点では正しいが) 本質的に不要なトランザクションをブロックに含めないようにアプリケーションが判断することができます。ここで Ostracon は Tendermint 実装を非同期API に置き換えることによって ABCI 側の検証結果を待つことなく次のトランザクションの検証処理を開始できるようになりました。この変更は別のサーバで動作するアプリケーションや、個別の CPU コアが割り当てられているアプリケーション環境でのパフォーマンスを向上させます。 diff --git a/docs/static/figures.drawio b/docs/static/figures.drawio index e6decb2ea..f7565828c 100644 --- a/docs/static/figures.drawio +++ b/docs/static/figures.drawio @@ -1 +1 @@ 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