Resource Management for Big Data Platforms: Algorithms, Modelling, and High-Performance Computing Techniques (Paperback, Softcover Repri)

Performance Modeling of Big Data Oriented Architectures Marco Gribaudo, Mauro Iacono, and Francesco Palmieri Workflow Scheduling Techniques for Big Data Platforms Mihaela-Catalina Nita, Mihaela Vasile, Florin Pop, and Valentin Cristea Cloud Technologies: A New Level for Big Data Mining Viktor Medvedev and Olga Kurasova Agent Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems Rocco Aversa and Luca Tasquier Maximize Profit for Big Data Processing in Distributed Datacenters Weidong Bao, Ji Wang, and Xiaomin Zhu Energy and Power Efficiency in the Cloud Michal Karpowicz, Ewa Niewiadomska-Szynkiewicz, Piotr Arabas, and Andrzej Sikora Context Aware and Reinforcement Learning Based Load Balancing System for Green Clouds Ionut Anghel, Tudor Cioara, and Ioan Salomie High-Performance Storage Support for Scientific Big Data Applications on the Cloud Dongfang Zhao, Akash Mahakode, Sandip Lakshminarasaiah, and Ioan Raicu Information Fusion for Improving Decision-Making in Big Data Applications Nayat Sanchez-Pi, Luis Marti, Jose Manuel Molina, and Ana C. Bicharra Garca Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics Nitin Sukhija, Alessandro Morari, and Ioana Banicescu Bunjamin Memishi, Shadi Ibrahim, Maria S. Perez, and Gabriel Antoniu Big Data Security Agnieszka Jakobik Big Biological Data Management Edvard Pedersen and Lars Ailo Bongo Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms Suejb Memeti, Sabri Pllana, and Joanna Kolodziej Feature Dimensionality Reduction for Mammographic Report Classification Agnello Luca, Comelli Albert, and Vitabile Salvatore Parallel Algorithms for Multi-Relational Data Mining: Application to Life Science Problems Rui Camacho, Jorge G. Barbosa, Altino Sampaio, Joao Ladeiras, Nuno A. Fonseca and Vitor S. Costa Parallelization of Sparse Matrix Kernels for Big Data Applications Oguz Selvitopi, Kadir Akbudak, and Cevdet Aykanat Delivering Social Multimedia Content with Scalability Irene Kilanioti and George A. Papadopoulos A Java-Based Distributed Approach for Generating Large-Scale Social Network Graphs Vlad Serbanescu, Keyvan Azadbakht, and Frank de Boer Predicting Video Virality on Twitter Irene Kilanioti and George A. Papadopoulos Big Data uses in Crowd Based Systems Cristian Chilipirea, Andreea-Cristina Petre, and Ciprian Dobre Evaluation of a Web Crowd-Sensing IoT Ecosystem Providing Big Data Analysis Ioannis Vakintis, Spyros Panagiotakis, George Mastorakis, and Constandinos X. Mavromoustakis A Smart City Fighting Pollution by Efficiently Managing and Processing Big Data from Sensor Networks Voichita Iancu, Silvia Cristina Stegaru, and Dan Stefan Tudose