Affinity aware scheduling model of cluster nodes in private clouds

Yokoyama Daniel; Schulze Bruno; Kloh Henrique; Bandini Matheus; Rebello Vinod

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Affinity aware scheduling model of cluster nodes in private clouds

机译：私有云中群集节点的亲和力感知调度模型

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摘要

Running applications on a cloud environment without checking and meeting their allocation and performance requirements may lead to unexpected application slowdown and infrastructure under-utilization. In addition, competition for same shared resources may cause performance degradation when applications with similar resource usage profiles are scheduled concurrently. This paper presents an affinity-based model for scheduling virtual machines that host and run scientific applications on a private cloud environment. The main contributions of the proposed model are: i) an approach that exploits the concept of affinity relations among competitive applications; a set of experiments using consolidated HPC benchmarks and their analysis to assess the performance of two concurrent applications; and iii) a novel scheduling algorithm based on an affinity relation among competitive applications.

机译：在云环境中运行应用程序时，如果不检查并满足其分配和性能要求，可能会导致应用程序意外减速和基础架构利用率不足。此外，当同时调度具有相似资源使用情况的应用程序时，对相同共享资源的竞争可能会导致性能下降。本文提出了一种基于亲和力的模型，用于调度在私有云环境中托管和运行科学应用程序的虚拟机。提出的模型的主要贡献是：i）利用竞争应用程序之间亲和关系的概念的方法；使用合并的HPC基准及其分析来评估两个并发应用程序性能的一组实验； iii）一种基于竞争应用之间的亲和关系的新颖的调度算法。

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来源
《Journal of network and computer applications》 |2017年第10期|94-104|共11页
作者
Yokoyama Daniel; Schulze Bruno; Kloh Henrique; Bandini Matheus; Rebello Vinod;
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作者单位

Natl Lab Sci Comp LNCC, Comp Sci, Av Getulio Vargas 333, BR-25651075 Petropolis, RJ, Brazil;

Natl Lab Sci Comp LNCC, Comp Sci, Av Getulio Vargas 333, BR-25651075 Petropolis, RJ, Brazil;

Univ Fed Fluminense, Inst Computacao, Niteroi, RJ, Brazil;

Univ Fed Fluminense, Inst Computacao, Niteroi, RJ, Brazil;

Univ Fed Fluminense, Inst Computacao, Niteroi, RJ, Brazil;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Private clouds; Scheduling; Tasks affinities; Interference; Virtualization;

机译：私有云;调度;任务亲和力;干扰;虚拟化;

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机译：使用计费模型AWARE任务聚类对云环境中的工作流进行高效调度
3. Dynamic Model Node Scheduling Algorithm Along with OBSP Technique to Schedule the Node in the Sensitive Cluster Region in the WSN [J] . Sakthy S. Susila, Bose S. Wireless personal communications: An Internaional Journal . 2020,第1期

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4. Data location aware scheduling for virtual Hadoop cluster deployment on private cloud computing environment [C] . Asmath Fahad Thaha, Anang Hudaya Muhamad Amin, Subarmaniam Kannan, Asia-Pacific Conference on Communications . 2016

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5. Coverage aware sensor node scheduling algorithm with node reclamation and replacement strategy for wireless sensor networks. [D] . Engin, Kadem Kadir. 2012

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6. Multi-Objective Approach for Energy-Aware Workflow Scheduling in Cloud Computing Environments [O] . Sonia Yassa, Rachid Chelouah, Hubert Kadima, 2013

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7. Memory bandwidth aware scheduling for SMP cluster nodes [O] . Koukis, E, Koziris, N 2005

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Affinity aware scheduling model of cluster nodes in private clouds

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