Unleashing Multicore Strength for Efficient Execution of Transactions

Fuente: arXiv
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Auteurs principaux: Ravish, Ankit, Tejwani, Akshay, Manaswini, Piduguralla, Peri, Sathya
Format: Preprint
Publié: 2024
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author Ravish, Ankit
Tejwani, Akshay
Manaswini, Piduguralla
Peri, Sathya
author_facet Ravish, Ankit
Tejwani, Akshay
Manaswini, Piduguralla
Peri, Sathya
contents Blockchain technology is booming up the digital world in recent days and thus paved a way for creating separate blockchain network for various industries. This technology is characterized by its distributed, decentralized, and immutable ledger system which serves as a fundamental platform for managing smart contract transactions (SCTs). However, these self-executing codes implemented using blockchains undergo sequential validation within a block which introduces performance bottlenecks. In response, this paper introduces a framework called the Multi-Bin Parallel Scheduler (MBPS) designed for parallelizing blockchain smart contract transactions to leverage the capabilities of multicore systems. Our proposed framework facilitates concurrent execution of SCTs, enhancing performance by allowing non-conflicting transactions to be processed simultaneously while preserving deterministic order. The framework comprises of three vital stages: conflict detection, bin creation and execution. We conducted an evaluation of our MBPS framework in Hyperledger Sawtooth v1.2.6, revealing substantial performance enhancements compared to existing parallel SCT execution frameworks across various smart contract applications. This research contributes to the ongoing optimization efforts in blockchain technology demonstrating its potential for scalability and efficiency in real-world scenarios.
format Preprint
id arxiv_https___arxiv_org_abs_2410_22460
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Unleashing Multicore Strength for Efficient Execution of Transactions
Ravish, Ankit
Tejwani, Akshay
Manaswini, Piduguralla
Peri, Sathya
Distributed, Parallel, and Cluster Computing
Blockchain technology is booming up the digital world in recent days and thus paved a way for creating separate blockchain network for various industries. This technology is characterized by its distributed, decentralized, and immutable ledger system which serves as a fundamental platform for managing smart contract transactions (SCTs). However, these self-executing codes implemented using blockchains undergo sequential validation within a block which introduces performance bottlenecks. In response, this paper introduces a framework called the Multi-Bin Parallel Scheduler (MBPS) designed for parallelizing blockchain smart contract transactions to leverage the capabilities of multicore systems. Our proposed framework facilitates concurrent execution of SCTs, enhancing performance by allowing non-conflicting transactions to be processed simultaneously while preserving deterministic order. The framework comprises of three vital stages: conflict detection, bin creation and execution. We conducted an evaluation of our MBPS framework in Hyperledger Sawtooth v1.2.6, revealing substantial performance enhancements compared to existing parallel SCT execution frameworks across various smart contract applications. This research contributes to the ongoing optimization efforts in blockchain technology demonstrating its potential for scalability and efficiency in real-world scenarios.
title Unleashing Multicore Strength for Efficient Execution of Transactions
topic Distributed, Parallel, and Cluster Computing
url https://arxiv.org/abs/2410.22460