Data Processing And Workflow Scheduling In Cluster Computing Systems
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Data Processing And Workflow Scheduling In Cluster Computing Systems
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Author : Srinath Shankar
language : en
Publisher:
Release Date : 2008
Data Processing And Workflow Scheduling In Cluster Computing Systems written by Srinath Shankar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
Data Analysis In The Cloud
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Author : Domenico Talia
language : en
Publisher: Elsevier
Release Date : 2015-09-15
Data Analysis In The Cloud written by Domenico Talia and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-15 with Computers categories.
Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. - Introduces data analysis techniques and cloud computing concepts - Describes cloud-based models and systems for Big Data analytics - Provides examples of the state-of-the-art in cloud data analysis - Explains how to develop large-scale data mining applications on clouds - Outlines the main research trends in the area of scalable Big Data analysis
Cloud Computing In Remote Sensing
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Author : Lizhe Wang
language : en
Publisher: CRC Press
Release Date : 2019-07-11
Cloud Computing In Remote Sensing written by Lizhe Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-11 with Computers categories.
This book provides the users with quick and easy data acquisition, processing, storage and product generation services. It describes the entire life cycle of remote sensing data and builds an entire high performance remote sensing data processing system framework. It also develops a series of remote sensing data management and processing standards. Features: Covers remote sensing cloud computing Covers remote sensing data integration across distributed data centers Covers cloud storage based remote sensing data share service Covers high performance remote sensing data processing Covers distributed remote sensing products analysis
Big Data And Hpc Ecosystem And Convergence
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Author : Lucio Grandinetti
language : en
Publisher: SAGE Publications Limited
Release Date : 2018-08-15
Big Data And Hpc Ecosystem And Convergence written by Lucio Grandinetti and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Computers categories.
Due to the increasing need to solve complex problems, high-performance computing (HPC) is now one of the most fundamental infrastructures for scientific development in all disciplines, and it has progressed massively in recent years as a result. HPC facilitates the processing of big data, but the tremendous research challenges faced in recent years include: the scalability of computing performance for high velocity, high variety and high volume big data; deep learning with massive-scale datasets; big data programming paradigms on multi-core; GPU and hybrid distributed environments; and unstructured data processing with high-performance computing. This book presents 19 selected papers from the TopHPC2017 congress on Advances in High-Performance Computing and Big Data Analytics in the Exascale era, held in Tehran, Iran, in April 2017. The book is divided into 3 sections: State of the Art and Future Scenarios, Big Data Challenges, and HPC Challenges, and will be of interest to all those whose work involves the processing of Big Data and the use of HPC.
Euro Par 2014 Parallel Processing Workshops
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Author : Luís Lopes
language : en
Publisher: Springer
Release Date : 2014-12-10
Euro Par 2014 Parallel Processing Workshops written by Luís Lopes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-10 with Computers categories.
The two volumes LNCS 8805 and 8806 constitute the thoroughly refereed post-conference proceedings of 18 workshops held at the 20th International Conference on Parallel Computing, Euro-Par 2014, in Porto, Portugal, in August 2014. The 100 revised full papers presented were carefully reviewed and selected from 173 submissions. The volumes include papers from the following workshops: APCI&E (First Workshop on Applications of Parallel Computation in Industry and Engineering - BigDataCloud (Third Workshop on Big Data Management in Clouds) - DIHC (Second Workshop on Dependability and Interoperability in Heterogeneous Clouds) - FedICI (Second Workshop on Federative and Interoperable Cloud Infrastructures) - Hetero Par (12th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms) - HiBB (5th Workshop on High Performance Bioinformatics and Biomedicine) - LSDVE (Second Workshop on Large Scale Distributed Virtual Environments on Clouds and P2P) - MuCoCoS (7th International Workshop on Multi-/Many-core Computing Systems) - OMHI (Third Workshop on On-chip Memory Hierarchies and Interconnects) - PADAPS (Second Workshop on Parallel and Distributed Agent-Based Simulations) - PROPER (7th Workshop on Productivity and Performance) - Resilience (7th Workshop on Resiliency in High Performance Computing with Clusters, Clouds, and Grids) - REPPAR (First International Workshop on Reproducibility in Parallel Computing) - ROME (Second Workshop on Runtime and Operating Systems for the Many Core Era) - SPPEXA (Workshop on Software for Exascale Computing) - TASUS (First Workshop on Techniques and Applications for Sustainable Ultrascale Computing Systems) - UCHPC (7th Workshop on Un Conventional High Performance Computing) and VHPC (9th Workshop on Virtualization in High-Performance Cloud Computing.
Workflow Scheduling On Computing Systems
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Author : Kenli Li
language : en
Publisher: CRC Press
Release Date : 2022-08-12
Workflow Scheduling On Computing Systems written by Kenli Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-12 with Computers categories.
This book will serve as a guide in understanding workflow scheduling techniques on computing systems such as Cluster, Supercomputers, Grid computing, Cloud computing, Edge computing, Fog computing, and the practical realization of such methods. It offers a whole new perspective and holistic approach in understanding computing systems’ workflow scheduling. Expressing and exposing approaches for various process-centric cloud-based applications give a full coverage of most systems’ energy consumption, reliability, resource utilization, cost, and application stochastic computation. By combining theory with application and connecting mathematical concepts and models with their resource management targets, this book will be equally accessible to readers with both Computer Science and Engineering backgrounds. It will be of great interest to students and professionals alike in the field of computing system design, management, and application. This book will also be beneficial to the general audience and technology enthusiasts who want to expand their knowledge on computer structure.
The Handbook Of Computer Networks Distributed Networks Network Planning Control Management And New Trends And Applications
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Author : Hossein Bidgoli
language : en
Publisher:
Release Date : 2008
The Handbook Of Computer Networks Distributed Networks Network Planning Control Management And New Trends And Applications written by Hossein Bidgoli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Business & Economics categories.
The Handbook of Computer Networks is the third set of reference books from leading author and Professor of Management Information Systems at California State University, Bakersfield, Hossein Bidgoli. The Handbook of Computer Networks is designed to arm researchers, practitioners, students, and managers with in-depth understanding of this important and fast growing field in its broadest scope and in an applied and functional framework. Each volume incorporates state of the art core information and networking topics, practical applications and coverage of the emerging issues in the computer networking and data communications fields.
Scheduling In Distributed Computing Systems
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Author : Deo Prakash Vidyarthi
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-10-20
Scheduling In Distributed Computing Systems written by Deo Prakash Vidyarthi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-20 with Computers categories.
Scheduling in Distributed Computing Systems: Analysis, Design and Models intends to inculcate the innovative ideas for the scheduling aspect. Although the models in this book are designed for distributed systems, the same information is applicable for any type of system (i.e., where distributed processing is required). Scheduling in Distributed Computing Systems: Analysis, Design and Models will dramatically improve the design and management of the processes for industry professionals. This book deals exclusively with the scheduling aspect, which finds little space in other distributed operating system books. Scheduling in Distributed Computing Systems: Analysis, Design and Models is structured for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a reference for graduate-level students in management sciences, and computer science for distributed computing system classes.
2008 37th International Conference On Parallel Processing
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2008
2008 37th International Conference On Parallel Processing written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Technology & Engineering categories.
1993 Computer Architectures For Machine Perception
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Author : Magdy A. Bayoumi
language : en
Publisher:
Release Date : 1993
1993 Computer Architectures For Machine Perception written by Magdy A. Bayoumi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
Proceedings of the Computer Architectures for Machine Perception Workshop held Dec. 15-17, 1993 in New Orleans, Louisiana. Papers came from several communities: computer architecture; pattern recognition; image processing and analysis; computer vision; and VLSI. No index. Annotation copyright Book N