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HLB: Toward Load-Aware Load Balancing
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DOI：10.1109/TNET.2022.3177163.png)
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摘要
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The purpose of network load balancers is to optimize quality of service to the users of a set of servers - basically, to improve response times and to reducing computing resources - by properly distributing workloads. This paper proposes a distributed, application-agnostic, Hybrid Load Balancer (HLB) that - without explicit monitoring or signaling - infers server occupancies and processing speeds, which allows making optimised workload placement decisions. This approach is evaluated both through simulations and extensive experiments, including synthetic workloads and Wikipedia replays on a real-world testbed. Results show significant performance gains, in terms of both response time and system utilisation, when compared to existing load-balancing algorithms.
Keyword:
Servers
Load management
Load modeling
Quality of service
IEEE transactions
Delays
Throughput
Load-balancing
cloud and distributed computing
performance evaluation
期刊
I
IF:
3.6
论文数:
4.4K
被引数:
9.5K
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