Title | ||
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Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters |
Abstract | ||
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It has become a recent trend that large volumes of data are generated, stored, and processed across geographically distributed datacenters. When popular data parallel frameworks, such as MapReduce and Spark, are employed to process such geo-distributed data, optimizing the network transfer in communication stages becomes increasingly crucial to application performance, as the inter-datacenter link... |
Year | DOI | Venue |
---|---|---|
2022 | 10.1109/TPDS.2021.3093232 | IEEE Transactions on Parallel and Distributed Systems |
Keywords | DocType | Volume |
Data analysis,Routing,Bandwidth,Task analysis,Sparks,Optimization,Internet | Journal | 33 |
Issue | ISSN | Citations |
2 | 1045-9219 | 1 |
PageRank | References | Authors |
0.37 | 0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Li Chen | 1 | 2 | 1.06 |
Shuhao Liu | 2 | 1 | 0.37 |
Baochun Li | 3 | 9416 | 614.20 |