This volume brings together new and important research from the top experts in hominid diets across multiple fields. The objective of the volume is to explore if there is a consensus between the different methods, allowing us to better understand the nature of hominin dietary strategies through time. Contributions focus on modern studies, faunal...
This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by...
âFairEconomy is a concept for a free and fair market economy. In response to the financial and economic crises of the past years, the authors develop fundamental ideas of how a market economy works, what rules markets need and who safeguards fairness and equal opportunity in such an economy. The book sets out the...
Optimizing HPC Applications with Intel® Cluster Tools takes the reader on a tour of the fast-growing area of high performance computing and the optimization of hybrid programs. These programs typically combine distributed memory and shared memory programming models and use the Message Passing Interface (MPI) and OpenMP for...
This new guide covers everything you need to plan, build, and deploy a high-performance Linux cluster. You'll learn about planning, hardware choices, bulk installation of Linux on multiple systems, and other basic considerations. Learn about the major free software projects and how to choose those that are most helpful to new cluster...
Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis.
Introduction to Computational Modeling Using C and Open-Source Tools presents the fundamental principles of computational models from a computer science perspective. It explains how to implement these models using the C programming language. The software tools used in the book include the Gnu Scientific Library (GSL), which...
Increasingly, parallel processing is being seen as the only cost-effective method for the fast solution of computationally large and data-intensive problems. The emergence of inexpensive parallel computers such as commodity desktop multiprocessors and clusters of workstations or PCs has made such parallel methods generally...
In 2011 many computer users were exploring the opportunities and the benefits of the massive parallelism offered by heterogeneous computing. In 2000 the Khronos Group, a not-for-profit industry consortium, was founded to create standard open APIs for parallel computing, graphics and dynamic media. Among them has been OpenCL, an open system...
