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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:googlescopusGenerating request streams on Big Data using clustered renewal processes
ArticleAbstract: The performance evaluation of large file systems, such as storage and media streaming, motivates scaPalabras claves:BIG DATA, HDFS, Popularity, STORAGE, Temporal locality, Workload generationAutores:Cai C.X., Campbell R.H., Cristina L. Abad, Lu Y., Roberts N., Yuan M.Fuentes:googlescopusOn implementing autonomic systems with a serverless computing approach: The case of self-partitioning cloud caches
ArticleAbstract: The research community has made significant advances towards realizing self-tuning cloud caches; notPalabras claves:Autonomic controller, CLOUD COMPUTING, Self-tuning, Serverless computingAutores:Andres G. Abad, PhD, Cristina L. Abad, Edwin F. Boza, Harold Aragon, Jorge Cedeño, Jorge R. Murillo, Xavier AndradeFuentes:scopusInferring workflows with job dependencies from distributed processing systems logs: (Or, how to evaluate your systems with realistic workflows NOT pulled out of thin air)
Conference ObjectAbstract: We consider the problem of evaluating new improvements to distributed processing platforms like SparPalabras claves:clusters, Data Mining, Distributed processing, Hadoop, WorkFlows, WorkloadsAutores:Cristina L. Abad, Gladys Zambrano CarrilloFuentes:scopusThe SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms
ArticleAbstract: Microservices, containers, and serverless computing belong to a trend toward applications composed oPalabras claves:CONTAINERS, FAAS, Function-as-a-Service, Microservices, Reference Architecture, Serverless computingAutores:Bauer A., Cristina L. Abad, Eismann S., Grohmann J., Herbst N., Iosup A., Schmitt N., Toader L., Van Eyk E., Versluis L.Fuentes:googlescopusThe State of Serverless Applications: Collection, Characterization, and Community Consensus
ArticleAbstract: Over the last five years, all major cloud platform providers have increased their serverless offerinPalabras claves:community consensus, FAAS, FAIR dataset, serverless, serverless applications, SurveyAutores:Cristina L. Abad, Eismann S., Grohmann J., Herbst N., Iosup A., Scheuner J., Schwinger M., Van Eyk E.Fuentes:googlescopus