A practical approach to dynamic load balancing
نویسندگان
چکیده
منابع مشابه
A Practical Approach to Dynamic Load Balancing
This paper presents a cohesive, practical load balancing framework that improves upon existing strategies. These techniques are portable to a broad range of prevalent architectures, including massively parallel machines such as the Cray T3D/E and Intel Paragon, shared memory systems such as the SGI PowerChallenge, and networks of workstations. As part of the work, an adaptive heat diffusion sch...
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In this paper, we present a cohesive, practical load balancing framework that addresses many shortcomings of existing strategies. These techniques are portable to a broad range of prevalent architec-tures, including massively parallel machines such as the Cray T3D and Intel Paragon, shared memory systems such as the SGI Power Challenge, and networks of workstations. This scheme improves on earl...
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We study how to reach a Nash equilibrium in a load balancing scenario where each task is managed by a selfish agent and attempts to migrate to a machine which will minimize its cost. The cost of a machine is a function of the load on it. The load on a machine is the sum of the weights of the jobs running on it. We prove that Nash equilibria can be learned on that games with incomplete informati...
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In this paper we propose a predictive approach for dynamic load balancing. This approach involves predicting unbalanced load distribution using Estimation Maximization (EM) algorithm, and migrating local jobs based on the estimation average. This strategy is an improvement to the existing approaches because by using EM algorithm, we only extract sample workload information which is assumed to f...
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—Load imbalance among multi-cell has tremendous impact on the network performance. The previous researches on load balancing place focus on maximizing the load balancing index of the network and cannot always guarantee the best performance of network’s key performance indicators (KPIs). In this paper, taking both the network resource limitation and users’ data rate demand into account, we aim ...
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ژورنال
عنوان ژورنال: IEEE Transactions on Parallel and Distributed Systems
سال: 1998
ISSN: 1045-9219
DOI: 10.1109/71.674316