Kategoria BISAC: Computers >> Data Science - General

Data Intensive Computing refers to capturing, managing, analyzing, and understanding data at volumes and rates that push the frontiers of current technologies. The challenge of data intensive computing is to provide the hardware architectures and related software systems and techniques which are capable of transforming ultra-large data into valuable knowledge. Handbook of Data Intensive Computing is written by leading international experts in the field. Experts from academia, research laboratories and private industry address both theory and application. Data intensive computing...

Advances in the development of parallel algorithms and system software now enable the ever-increasing power of scalable high-performance computers to be harnessed for scientific computing applications at fidelities that rival - and in many cases exceed - experimental methodologies.

This comprehensive text/reference, inspired by the visionary work of Prof. Ahmed H. Sameh, represents the state of the art in parallel numerical algorithms, applications, architectures, and system software. Articles in this collection address various challenges arising from concurrency, scale, energy...

This book describes the emerging field of self-organizing, multicore, distributed and real-time embedded systems. Self

The use of information and communication technologies to support public administrations, governments and decision makers has been recorded for more than 20 years and dubbed e-Government. Moving towards open governance roadmaps worldwide, electronic participation and citizen engagement stand out as a new domain, important both for decision makers and citizens; and over the last decade, there have been a variety of related pilot projects and innovative approaches.

With contributions from leading researchers, Charalabidis and Koussouris provide the latest research findings such as...

Distributed Systems: Concurrency and Consistency explores the gray area of distributed systems and draws a map of weak consistency criteria, identifying several families and demonstrating how these may be implemented into a programming language. Unlike their sequential counterparts, distributed systems are much more difficult to design, and are therefore prone to problems. On a large scale, usability reminiscent of sequential consistency, which would provide the same global view to all users, is very expensive or impossible to achieve. This book investigates the best ways to specify...