Toward cost efficient cloud bursting

Amirmohammad Pasdar, Young Choon Lee*, Khaled Almi’ani

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Abstract

While private clouds are still widely adopted due primarily to privacy and security reasons, they are often less resilient with fluctuating workloads compared to public clouds. Workload surges in private clouds can be dealt with by offloading some workload/jobs to public clouds; this is referred to as cloud bursting. Although the dynamic use of public clouds is claimed to be cost efficient, the actual realization of such cost efficiency is highly dependent on judicious scheduling decisions. In this paper, we present Cost Efficient Cloud Bursting Scheduler (CECBS) as a new scheduling framework that optimizes cost efficiency while preserving privacy by taking advantage of benefits of each of two cloud types. In particular, CECBS schedules jobs taking into account (1) public cloud pricing policy (billing cycle), (2) privacy of data/job and (3) local electricity rates for private clouds. Based on simulation results obtained from real workload traces, CECBS achieves 20% cost savings on average compared with costs of Resource Management Service (RMS).

Original languageEnglish
Title of host publicationService-Oriented Computing
Subtitle of host publication17th International Conference, ICSOC 2019, Proceedings
EditorsSami Yangui, Ismael Bouassida Rodriguez, Khalil Drira, Zahir Tari
Place of PublicationSwitzerland
PublisherSpringer
Pages299-313
Number of pages15
ISBN (Electronic)9783030337025
ISBN (Print)9783030337018
DOIs
Publication statusPublished - 2019
Event17th International Conference on Service-Oriented Computing, ICSOC 2019 - Toulouse, France
Duration: 28 Oct 201931 Oct 2019

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11895 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference17th International Conference on Service-Oriented Computing, ICSOC 2019
CountryFrance
CityToulouse
Period28/10/1931/10/19

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