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Full-Text Articles in Physical Sciences and Mathematics
An Evaluation Of Fairness Among Heterogeneous Tcp Variants Over 10gbps High-Speed Networks, Lin Xue, Suman Kumary, Cheng Cui, Seung Jong Park
An Evaluation Of Fairness Among Heterogeneous Tcp Variants Over 10gbps High-Speed Networks, Lin Xue, Suman Kumary, Cheng Cui, Seung Jong Park
Computer Science Faculty Research & Creative Works
Several high-speed TCP variants are adopted by end users and therefore, heterogeneous congestion control has become the characteristic of newly emerging high-speed networks. In contrast to homogeneous TCP flows, fairness among heterogeneous TCP flows now depends on router parameters such as queue management scheme, buffer size, etc. To the best of our knowledge, this is the first evaluation of fairness among heterogeneous TCP variants over 10Gbps high-speed networks. Our evaluation scenarios for heterogeneous TCP flows consist of TCP variants with substantial presence in current Internet; therefore, TCP-SACK, CUBIC and HSTCP compete for bottleneck bandwidth. Experimental results for fairness are presented …
Network-Aware Scheduling Of Mapreduce Framework On Distributed Clusters Over High Speed Networks, Praveenkumar Kondikoppa, Chui Hui Chiu, Cheng Cui, Lin Xue, Seung Jong Park
Network-Aware Scheduling Of Mapreduce Framework On Distributed Clusters Over High Speed Networks, Praveenkumar Kondikoppa, Chui Hui Chiu, Cheng Cui, Lin Xue, Seung Jong Park
Computer Science Faculty Research & Creative Works
Google's MapReduce has gained significant popularity as a platform for large scale distributed data processing. Hadoop [1] is an open-source implementation of MapReduce [11] framework, originally it was developed to operate over single cluster environment and could not be leveraged for distributed data processing across federated clusters. At multiple federated clusters connected with high-speed networks, computing resources are provisioned from any of the clusters from the federation. Placement of map tasks close to its data split is critical for performance of Hadoop. In this work, we add network awareness in Hadoop while scheduling the map tasks over federated clusters. We …
Experimental Evaluation Of The Effect Of Queue Management Schemes On The Performance Of High Speed Tcps In 10gbps Network Environment, Lin Xue, Cheng Cui, Suman Kumar, Seung Jong Park
Experimental Evaluation Of The Effect Of Queue Management Schemes On The Performance Of High Speed Tcps In 10gbps Network Environment, Lin Xue, Cheng Cui, Suman Kumar, Seung Jong Park
Computer Science Faculty Research & Creative Works
Queue management schemes at the routers and congestion avoidance schemes at the end points cooperate to provide good congestion solutions in computer networks. While queue management schemes are still being developed, research on congestion avoidance has come a long way to serve the bandwidth requirement of the networks (e.g. high-speed networks, data centers, etc.) at the order of 10Gbps. Because of considerable lack on the evaluation research work, there is no consensus on the choice of the queue management algorithms over these networks. To the best of our knowledge, this is the first work that presents experimental evaluation of the …