Large scale and big data : processing and management /

Detalles Bibliográficos
Otros Autores: Sakr, Sherif, 1979- (Editor ), Gaber, Mohamed Medhat (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : Auerbach, 2014.
Temas:
Database management.
Big data.
Bases de données > Gestion.
Données volumineuses.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • <P>Distributed Programming for the Cloud: Models, Challenges, and Analytics Engines; <I>Mohammad Hammoud and Majd F. Sakr<BR></I>MapReduce Family of Large-Scale Data-Processing Systems; <I>Sherif Sakr, Anna Liu, and Ayman G. Fayoumi<BR></I>iMapReduce: Extending MapReduce for Iterative Processing; <I>Yanfeng Zhang, Qixin Gao, Lixin Gao, and Cuirong Wang<BR></I>Incremental MapReduce Computations; <I>Pramod Bhatotia, Alexander Wieder, Umut A. Acar, and Rodrigo Rodrigues<BR></I>Large-Scale RDF Processing with MapReduce; <I>Alexander Schätzle, Martin Przyjaciel-Zablocki, Thomas Hornung, and Georg Lausen<BR></I>Algebraic Optimization of RDF Graph Pattern Queries on MapReduce; <I>Kemafor Anyanwu, Padmashree Ravindra, and HyeongSik Kim<BR></I>Network Performance Aware Graph Partitioning for Large Graph Processing Systems in the Cloud; <I>Rishan Chen, Xuetian Weng, Bingsheng He, Byron Choi, and Mao Yang<BR></I>PEGASUS: A System for Large-Scale Graph Processing; <I>Charalampos E. Tsourakakis<BR></I>An Overview of the NoSQL World; <I>Liang Zhao, Sherif Sakr, and Anna Liu<BR></I>Consistency Management in Cloud Storage Systems; <I>Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, and Maria S. Perez<BR></I>CloudDB AutoAdmin: A Consumer-Centric Framework for SLA Management of Virtualized Database Servers; <I>Sherif Sakr, Liang Zhao, and Anna Liu<BR></I>An Overview of Large-Scale Stream Processing Engines; <I>Radwa Elshawi and Sherif Sakr<BR></I>Advanced Algorithms for Efficient Approximate Duplicate Detection in Data Streams Using Bloom Filters; <I>Sourav Dutta and Ankur Narang<BR></I>Large-Scale Network Traffic Analysis for Estimating the Size of IP Addresses and Detecting Traffic Anomalies; <I>Ahmed Metwally, Fabio Soldo, Matt Paduano, and Meenal Chhabra<BR></I>Recommending Environmental Big Data Using Semantically Guided Machine Learning; <I>Ritaban Dutta, Ahsan Morshed, and Jagannath Aryal<BR></I>Virtualizing Resources for the Cloud; <I>Mohammad Hammoud and Majd F. Sakr<BR></I>Toward Optimal Resource Provisioning for Economical and Green MapReduce Computing in the Cloud; <I>Keke Chen, Shumin Guo, James Powers, and Fengguang Tian<BR></I>Performance Analysis for Large IaaS Clouds; <I>Rahul Ghosh, Francesco Longo, and Kishor S. Trivedi<BR></I>Security in Big Data and Cloud Computing: Challenges, Solutions, and Open Problems; <I>Ragib Hasan</P></I>

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