Scheduling of Cloud Computing Tasks via Intelligent Optimization Methods

Ahmed Chiheb Ammari*, Wael Labidi, Manar Aldaoud, Faisal Mnif, Haitao Yuan, Meng Chu Zhou, Mohammed Sarrab

*المؤلف المقابل لهذا العمل

نتاج البحث

ملخص

Distributed green cloud datacenters (DGCDs) are increasingly deployed around the world. DGCDs integrate many renewable sources to provide clean power and decrease their operating cost. They are spread over multiple locations, where renewable energy availability, bandwidth prices and grid electricity costs have high geographical diversity. This paper focuses on delay-bounded applications in DGCDs and performs cost and energy-effective scheduling of multiple heterogeneous applications subject to delay-bound constraints. The minimization problem of operational cost of DGCDs is formulated and successfully solved by using Firefly, bat, and simulated annealing-bat algorithms. Data-driven experiments are conducted to assess and compare their effectiveness to solve it. The Firefly algorithm is shown to well outperform its peers.

اللغة الأصليةEnglish
عنوان منشور المضيفProceedings of 7th International Congress on Information and Communication Technology - ICICT 2022
المحررونXin-She Yang, Simon Sherratt, Nilanjan Dey, Amit Joshi
ناشرSpringer Science and Business Media Deutschland GmbH
الصفحات209-221
عدد الصفحات13
رقم المعيار الدولي للكتب (المطبوع)9789811923968
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2023
الحدث7th International Congress on Information and Communication Technology, ICICT 2022 - Virtual, Online
المدة: فبراير ٢١ ٢٠٢٢فبراير ٢٤ ٢٠٢٢

سلسلة المنشورات

الاسمLecture Notes in Networks and Systems
مستوى الصوت465
رقم المعيار الدولي للدوريات (المطبوع)2367-3370
رقم المعيار الدولي للدوريات (الإلكتروني)2367-3389

Conference

Conference7th International Congress on Information and Communication Technology, ICICT 2022
المدينةVirtual, Online
المدة٢/٢١/٢٢٢/٢٤/٢٢

ASJC Scopus subject areas

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