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Abstract <p>In this work, we propose and investigate multifactor strategies for managing the execution and scheduling of knowledge-intensive applications such as CyberShake, Epigenomics, SIPHT, Montage, LIGO, on cloud platforms “Workflow as a Service” (WaaS). A comprehensive solution to the problem of running applications in the WaaS model is considered using various criteria and optimization scenarios based on a cyclic scheme. The proposed scheme allows supporting a set of technologies and management tools for the execution of interdisciplinary knowledge-intensive applications on WaaS platforms.</p>

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Strategies for Multidisciplinary Workflow Scheduling and Resource Management in Cloud Computing

  • 期刊论文

  • 发表日期：

    2026年7月20日

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  • V. V. Toporkov,
  • D. M. Yemelyanov,
  • A. N. Bulkhak

摘要

Abstract

In this work, we propose and investigate multifactor strategies for managing the execution and scheduling of knowledge-intensive applications such as CyberShake, Epigenomics, SIPHT, Montage, LIGO, on cloud platforms “Workflow as a Service” (WaaS). A comprehensive solution to the problem of running applications in the WaaS model is considered using various criteria and optimization scenarios based on a cyclic scheme. The proposed scheme allows supporting a set of technologies and management tools for the execution of interdisciplinary knowledge-intensive applications on WaaS platforms.