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Abad, Cristina; Yuan, Mindi; Cai, Chris; Lu, Yi; Roberts, Nathan; Campbell, Roy

Generating request streams on Big Data using clustered renewal processes (Journal Article)

Performance EvaluationPerformance EvaluationPerformance Evaluation, 70 (10), pp. 704-719, 2013, ISBN: 01665316, (Sp. Iss. SI<br/>238MX<br/>Times Cited:0<br/>Cited References Count:29).

(Abstract | BibTeX | Tags: big data, hdfs, popularity, storage, temporal locality, workload generation)


Abad, Cristina; Luu, Huong; Roberts, Nathan; Lee, Kihwal; Lu, Yi; Campbell, Roy

Metadata Traces and Workload Models for Evaluating Big Storage Systems (Conference)

2012 IEEE Fifth International Conference on Utility and Cloud Computing, IEEE IEEE, 2012, ISBN: 978-1-4673-4432-6.

(Abstract | BibTeX | Tags: big data, hdfs, MDS, metadata, storage)

Abad, Cristina; Roberts, Nathan; Lu, Yi; Campbell, Roy

A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns (Conference)

2012 IEEE International Symposium on Workload Characterization (IISWC), IEEE IEEE, 2012, ISBN: 978-1-4673-4532-3.

(Abstract | BibTeX | Tags: access patterns, big data, hdfs, MapReduce)