Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3093232
Abstract: 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… read more here.
Keywords: network; geo distributed; distributed datacenters; data analytic ... See more keywords
Transformation-Based Streaming Workflow Allocation on Geo-Distributed Datacenters for Streaming Big Data Processing
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2016.2614297
Abstract: The cost-minimization problem for streaming workflow (SW) has already become increasingly important and even critical in stream big data processing, particularly for geographically distributed datacenters, because of its huge demand on computing and communicating resources.… read more here.
Keywords: distributed datacenters; allocation; big data; transformation ... See more keywords