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IEEE/ACM Transactions on Networking(1)
Proceedings - 2012 IEEE International Symposium on Workload Characterization, IISWC 2012(1)
Proceedings - IEEE International Conference on Cluster Computing, ICCC(1)
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Ciencias de la computación(2)
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A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns
Conference ObjectAbstract: A huge increase in data storage and processing requirements has lead to Big Data, for which next genPalabras claves:Access patterns, BIG DATA, HDFS, mapreduceAutores:Campbell R.H., Cristina L. Abad, Lu Y., Roberts N.Fuentes:googlescopusDARE: Adaptive data replication for efficient cluster scheduling
Conference ObjectAbstract: Placing data as close as possible to computation is a common practice of data intensive systems, comPalabras claves:Locality, mapreduce, Replication, schedulingAutores:Campbell R.H., Cristina L. Abad, Lu Y.Fuentes:googlescopusPandas: Robust Locality-Aware Scheduling with Stochastic Delay Optimality
ArticleAbstract: Data locality is a fundamental problem to data-parallel applications where data-processing tasks conPalabras claves:Data processing systems, hot-spot mitigation, locality-aware scheduling, mapreduceAutores:Campbell R.H., Cristina L. Abad, Lu Y., Pundir M., Xie Q.Fuentes:googlescopus