Resource management for big data platforms : algorithms, modelling, and high-performance computing techniques /: algorithms, modelling, and high-performance computing techniques. (2016)

• Record Type: Book
• Further Information: Note: Florin Pop, Joanna Kołodziej, Beniamino Di Martino, editors.
• Editors: Pop, Florin; Kołodziej, Joanna; Di Martino, Beniamino
• Contents: Performance Modeling of Big Data Oriented Architectures -- Workflow Scheduling Techniques for Big Data Platforms -- Cloud Technologies: A New Level for Big Data Mining -- Agent Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems -- Maximize Profit for Big Data Processing in Distributed Datacenters -- Energy and Power Efficiency in the Cloud -- Context Aware and Reinforcement Learning Based Load Balancing System for Green Clouds -- High-Performance Storage Support for Scientific Big Data Applications on the Cloud -- Information Fusion for Improving Decision-Making in Big Data Applications -- Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics -- Fault Tolerance in MapReduce: A Survey -- Big Data Security -- Big Biological Data Management -- Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms -- Feature Dimensionality Reduction for Mammographic Report Classification -- Parallel Algorithms for Multi-Relational Data Mining: Application to Life Science Problems -- Parallelization of Sparse Matrix Kernels for Big Data Applications -- Delivering Social Multimedia Content with Scalability -- A Java-Based Distributed Approach for Generating Large-Scale Social Network Graphs -- Predicting Video Virality on Twitter -- Big Data uses in Crowd Based Systems -- Evaluation of a Web Crowd-Sensing IoT Ecosystem Providing Big Data Analysis -- A Smart City Fighting Pollution by Efficiently Managing and Processing Big Data from Sensor Networks.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xiii, 516 pages), illustrations (some color)
• Subjects: 005.7; Computer science; Big data; Database management; Computer software -- Reusability; Computer networks; Computer simulation; COMPUTERS -- Data Modeling & Design; Big data; Computer networks; Computer science; Computer simulation; Computer software -- Reusability; Database management; Computer Science; Computer Communication Networks; Simulation and Modeling; Performance and Reliability; Database Management; Computers -- Computer Simulation; Computers -- Hardware -- General; Computers -- Database Management -- General; Computer modelling & simulation; Systems analysis & design; Databases; Computer Communication Networks; Operating systems (Computers); Computers -- Hardware -- Network Hardware; Network hardware; Electronic books
• Languages: English
• ISBNs: 9783319448817; 3319448811
• Related ISBNs: 9783319448800; 3319448803
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed November 4, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.