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We use historical data to estimate the potential benefit of speculative techniques for executing Ethereum smart contracts in parallel. We replay transaction traces of sampled blocks from the Ethereum blockchain over time, using a simple…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-01-23 Vikram Saraph , Maurice Herlihy

Sharding is a promising blockchain scaling solution. But it currently suffers from high latency and low throughput when it comes to cross-shard transactions, i.e., transactions that require coordination from multiple shards. The root cause…

Cryptography and Security · Computer Science 2021-02-01 Sourav Das , Vinith Krishnan , Ling Ren

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…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-31 Ankit Ravish , Akshay Tejwani , Piduguralla Manaswini , Sathya Peri

Block-STM is a parallel execution engine for smart contracts, built around the principles of Software Transactional Memory. Transactions are grouped in blocks, and every execution of the block must yield the same deterministic outcome.…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-08-29 Rati Gelashvili , Alexander Spiegelman , Zhuolun Xiang , George Danezis , Zekun Li , Dahlia Malkhi , Yu Xia , Runtian Zhou

With the development of Ethereum, numerous blockchains compatible with Ethereum's execution environment (i.e., Ethereum Virtual Machine, EVM) have emerged. Developers can leverage smart contracts to run various complex decentralized…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-09-24 Chaoyue Yin , Mingzhe Li , Jin Zhang , You Lin , Qingsong Wei , Siow Mong Rick Goh

Ethereum blockchain uses smart contracts (SCs) to implement decentralized applications (dApps). SCs are executed by the Ethereum virtual machine (EVM) running within an Ethereum client. Moreover, the EVM has been widely adopted by other…

Signal Processing · Electrical Eng. & Systems 2025-08-01 Joel Poncha Lemayian , Hachem Bensalem , Ghyslain Gagnon , Kaiwen Zhang , Pascal Giard

Sharding is used to address the performance and scalability issues of the blockchain protocols, which divides the overall transaction processing costs among multiple clusters of nodes. Shards require less storage capacity and communication…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-03-31 Ramesh Adhikari , Costas Busch

Sharding has shown great potential to scale out blockchains. It divides nodes into smaller groups which allow for partial transaction processing, relaying and storage. Hence, instead of running one blockchain, we will run multiple…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-10-11 Pourya Soltani , Farid Ashtiani

Blockchain platforms, such as Ethereum, allow a set of actors to maintain a ledger of transactions without relying on a central authority and to deploy scripts, called smart contracts, that are executed whenever certain transactions occur.…

Software Engineering · Computer Science 2019-04-23 Orlenys López-Pintado , Luciano García-Bañuelos , Marlon Dumas , Ingo Weber , Alex Ponomarev

Public blockchains like Ethereum use Merkle trees to verify transactions received from untrusted servers before applying them to the blockchain. We empirically show that the low throughput of such blockchains is due to the I/O bottleneck…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-10-19 Soujanya Ponnapalli , Aashaka Shah , Amy Tai , Souvik Banerjee , Vijay Chidambaram , Dahlia Malkhi , Michael Wei

Modern blockchains increasingly rely on parallel execution to improve throughput. We show several industry and academic transaction fee mechanisms (TFMs) struggle to simultaneously account for execution parallelism while remaining…

Cryptography and Security · Computer Science 2026-04-07 Sarisht Wadhwa , Aviv Yaish , Fan Zhang , Kartik Nayak

Sharding is a way to address scalability problem in blockchain technologies. Ethereum, a prominent blockchain technology, has included sharding in its roadmap to increase its throughput. The plan is also to include multiple execution…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-05-19 Raghavendra Ramesh

The State Database of a blockchain stores account data and enables authentication. Modern blockchains use fast consensus protocols to avoid forking, improving throughput and finality. However, Ethereum's StateDB was designed for a forking…

Databases · Computer Science 2025-12-05 Herbert Jordan , Kamil Jezek , Pavle Subotic , Bernhard Scholz

Sharding is essential for improving blockchain scalability. Existing protocols overlook diverse adversarial attacks, limiting transaction throughput. This paper presents Reticulum, a groundbreaking sharding protocol addressing this issue,…

Cryptography and Security · Computer Science 2024-07-16 Yibin Xu , Jingyi Zheng , Boris Düdder , Tijs Slaats , Yongluan Zhou

Consensus protocols are currently the bottlenecks that prevent blockchain systems from scaling. However, we argue that transaction execution is also important to the performance and security of blockchains. In other words, there are ample…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-07-15 Daniël Reijsbergen , Tien Tuan Anh Dinh

Executing smart contracts is a compute and storage-intensive task, which currently dominates modern blockchain's performance. Given that computers are becoming increasingly multicore, concurrency is an attractive approach to improve…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-04-14 Yaron Hay , Roy Friedman

Modern blockchains support a variety of distributed applications beyond cryptocurrencies, including smart contracts -- which let users execute arbitrary code in a distributed and decentralized fashion. Regardless of their intended…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-01-15 Orestis Alpos , Christian Cachin , Giorgia Azzurra Marson , Luca Zanolini

The emerging parallel chain protocols represent a breakthrough to address the scalability of blockchain. By composing multiple parallel chain instances, the whole systems' throughput can approach the network capacity. How to coordinate…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-08-22 Jianyu Niu

Current blockchain execution throughput is limited by data contention, reducing execution layer parallelism. Fast Ahead-of-Formation Optimization (FAFO) is the first blockchain transaction scheduler to address this problem by reordering…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-07-16 Ryan Zarick , Isaac Zhang , Daniel Wong , Thomas Kim , Bryan Pellegrino , Mignon Li , Kelvin Wong

Ethereum smart contracts operate in a concurrent environment where multiple transactions can be submitted simultaneously. However, the Ethereum Virtual Machine (EVM) enforces sequential execution of transactions within each block to prevent…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-07-23 Atefeh Zareh Chahoki , Marco Roveri