An autonomous blockchain-based workflow execution broker for e-science.

Autor: Alimoğlu, Alper, Özturan, Can
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Zdroj: Cluster Computing; Nov2024, Vol. 27 Issue 8, p10235-10244, 10p
Abstrakt: Scientific workflows are essential for many applications, enabling the configuration and execution of complex tasks across distributed resources. In this paper, we contribute an Ethereum blockchain-based scientific workflow execution manager, which distributes workflows to run on cluster computing providers that utilize the Slurm workload manager to execute them. We extended our blockchain-based autonomous resource broker called eBlocBroker, which is a DAO-based decentralized coordinator, by providing distributed workflow execution via blockchain. Through various tests, we demonstrate how our eBlockBroker autonomous organization, which is programmed as a smart contract, can manage scientific workflow submission, scheduling, and execution on cluster computing providers. The utilization of blockchain for distributed workflow execution is a new concept. We are motivated because our system has been developed with e-Science in mind where scientific workflows are widely utilized. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index