کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
432733 689052 2014 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Exploiting multi-core nodes in peer-to-peer grids
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Exploiting multi-core nodes in peer-to-peer grids
چکیده انگلیسی


• We manage multi-core nodes efficiently in a decentralized way in peer-to-peer grids.
• We schedule multi-threaded jobs in P2P grids effectively.
• We suggest a parameterized performance model for concurrent jobs in a multi-core.
• Our schemes perform competitively to centralized methods, confirmed by simulations.
• Large-scale simulations show that our schemes scale well.

While the majority of CPUs now sold contain multiple computing cores, current grid computing systems either ignore the multiplicity of cores, or treat them as distinct, independent machines. The latter approach ignores the resource contention present between cores in a single CPU, while the former approach fails to take advantage of significant computing power. We provide a decentralized resource management framework for exploiting multi-core nodes to run multi-threaded applications in peer-to-peer grids. We present two new load-balancing schemes that explicitly account for the resource sharing and contention of multiple cores, and propose a parameterized performance prediction model that can represent a continuum of resource sharing among cores of a CPU. We use extensive simulation to confirm that our two algorithms match jobs with computing nodes efficiently, and balance load during the lifetime of the computing jobs.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Parallel and Distributed Computing - Volume 74, Issue 4, April 2014, Pages 2286–2303
نویسندگان
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