Resource Management for Big Data Platforms

<p>Performance Modeling of Big Data Oriented Architectures<br> Marco Gribaudo, Mauro Iacono, and Francesco Palmieri</p>

<p>Workflow Scheduling Techniques for Big Data Platforms<br> Mihaela-Catalina Nita, Mihaela Vasile, Florin Pop, and Valentin Cristea</p>

<p>Cloud Technologies: A New Level for Big Data Mining<br> Viktor Medvedev and Olga Kurasova</p>

<p>Agent Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems<br> Rocco Aversa and Luca Tasquier</p>

<p>Maximize Profit for Big Data Processing in Distributed Datacenters<br> Weidong Bao, Ji Wang, and Xiaomin Zhu</p>

<p>Energy and Power Efficiency in the Cloud<br> Michał Karpowicz, Ewa Niewiadomska-Szynkiewicz, Piotr Arabas, and Andrzej Sikora</p>

<p>Context Aware and Reinforcement Learning Based Load Balancing System for Green Clouds<br> Ionut Anghel, Tudor Cioara, and Ioan Salomie</p>

<p>High-Performance Storage Support for Scientific Big Data Applications on the Cloud<br> Dongfang Zhao, Akash Mahakode, Sandip Lakshminarasaiah, and Ioan Raicu</p>

<p>Information Fusion for Improving Decision-Making in Big Data Applications<br> Nayat Sanchez-Pi, Luis Martí, José Manuel Molina, and Ana C. Bicharra Garca</p>

<p>Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics<br> Nitin Sukhija, Alessandro Morari, and Ioana Banicescu< <p>Fault Tolerance in MapReduce: A Survey<br> Bunjamin Memishi, Shadi Ibrahim, María S. Pérez, and Gabriel Antoniu</p>

<p>Big Data Security<br> Agnieszka Jakóbik</p>

<p>Big Biological Data Management<br> Edvard Pedersen and Lars Ailo Bongo</p>

<p>Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms<br> Suejb Memeti, Sabri Pllana, and Joanna Kołodziej</p>

<p>Feature Dimensionality Reduction for Mammographic Report Classification<br> Agnello Luca, Comelli Albert, and Vitabile Salvatore</p>

<p>Parallel Algorithms for Multi-Relational Data Mining: Application to Life Science Problems<br> Rui Camacho, Jorge G. Barbosa, Altino Sampaio, João Ladeiras, Nuno A. Fonseca and Vítor S. Costa</p>

<p>Parallelization of Sparse Matrix Kernels for Big Data Applications<br> Oguz Selvitopi, Kadir Akbudak, and Cevdet Aykanat</p>

<p>Delivering Social Multimedia Content with Scalability<br> Irene Kilanioti and George A. Papadopoulos</p>

<p>A Java-Based Distributed Approach for Generating Large-Scale Social Network Graphs<br> Vlad Serbanescu, Keyvan Azadbakht, and Frank de Boer</p>

<p>Predicting Video Virality on Twitter<br> Irene Kilanioti and George A. Papadopoulos</p>

<p>Big Data uses in Crowd Based Systems<br> Cristian Chilipirea, Andreea-Cristina Petre, and Ciprian Dobre</p>

Evaluation of a Web Crowd–Sensing IoT Ecosystem Providing Big Data Analysis<br> Ioannis Vakintis, Spyros Panagiotakis, George Mastorakis, and Constandinos X. Mavromoustakis</p>

A Smart City Fighting Pollution by Efficiently Managing and Processing Big Data from Sensor Networks<br> Voichiţa Iancu, Silvia Cristina Stegaru, and Dan Ştefan Tudose