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  1. This section explores three key distributed computing models used in enterprise workflow systems: • Microservices-based orchestration, which provides modular and scalable workflow …

  2. SWARM: Reimagining scientific workflow management systems in …

    3 days ago · This paper introduces a novel agentic framework for workflow management, fully distributing and decentralizing the WMS functions and modeling them as swarm intelligence …

  3. coordinated systems executing at distributed computing nodes. Today, there is a need for decentralized and distributed workflow management systems (WfMS). In this thesis, we …

  4. Distributed in-memory data management for workflow executions

    May 7, 2021 · We propose a distributed data design for scalable workflow task scheduling and high availability driven by a parallel and distributed in-memory DBMS. To evaluate our …

  5. The CRISP-DCW Method for Distributed Computing Workflows

    The CRISP-DCW method lets users create distributed computing workflows through following a predefined cycle and using reference manuals, where the critical elements of such a workflow …

  6. A hybrid meta-heuristic algorithm for scientific workflow

    Apr 1, 2020 · This paper presented a stochastic searching algorithm to schedule tasks on heterogeneous distributed platforms such as in cloud computing environment.

  7. Workflow-Based Fast Data-Driven Predictive Control With …

    May 2, 2023 · In this work, a novel workflow-based DPC system in cloud-edge collaborative architecture is proposed, which decompose the native control mission into distributed cloud …

  8. Real Relative Encoding Genetic Algorithm for Workflow

    Abstract: This paper introduces a novel Real Relative encoding Genetic Algorithm (R $^{2}$ GA) to tackle the workflow scheduling problem in heterogeneous distributed computing systems …

  9. Multi-objective list scheduling of workflow applications in distributed

    Mar 1, 2014 · In this paper, we propose a generic multi-objective optimization framework supported by a list scheduling heuristic for scientific workflows in heterogeneous DCIs.

  10. This article introduces a novel hybrid workflow abstraction that injects topology awareness directly into the definition of a distributed workflow model.

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