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The concept of coupling geographically distributed resources for solving large scale problems is becoming increasingly popular forming what is popularly called grid computing. Management of resources in the Grid environment becomes complex…

分布式、并行与集群计算 · 计算机科学 2018-01-16 Arshad Ali , Ashiq Anjum , Atif Mehmood , Richard McClatchey , Ian Willers , Julian Bunn , Harvey Newman , Michael Thomas , Conrad Steenberg

Grids enable the aggregation, virtualization and sharing of massive heterogeneous and geographically dispersed resources, using files, applications and storage devices, to solve computation and data intensive problems, across institutions…

软件工程 · 计算机科学 2007-07-06 David Manset , Herve Verjus , Richard McClatchey

Parallel processing, the core of High Performance Computing (HPC), was and still the most effective way in improving the speed of computer systems. For the past few years, the substantial developments in the computing power of processors…

分布式、并行与集群计算 · 计算机科学 2015-12-15 Samouriq Difrawi

The necessity for complex calculations in high-energy physics and large-scale data analysis has led to the development of computing grids, such as the ALICE computing grid at CERN. These grids outperform traditional supercomputers but…

分布式、并行与集群计算 · 计算机科学 2024-11-20 Jananga Kalawana , Malith Dilshan , Kaveesha Dinamidu , Kalana Wijethunga , Maksim Stortvedt , Indika Perera

This chapter focuses on the use of Grid technologies to achieve utility computing. An overview of how Grids can support utility computing is first presented through the architecture of Utility Grids. Then, utility-based resource allocation…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Chee Shin Yeo , Marcos Dias de Assuncao , Jia Yu , Anthony Sulistio , Srikumar Venugopal , Martin Placek , Rajkumar Buyya

In today's era of Internet of Things (IoT), where massive amounts of data are produced by IoT and other devices, edge computing has emerged as a prominent paradigm for low-latency data processing. However, applications may have diverse…

网络与互联网体系结构 · 计算机科学 2021-07-19 Md Washik Al Azad , Susmit Shannigrahi , Nicholas Stergiou , Francisco R. Ortega , Spyridon Mastorakis

Scheduling in Grid computing has been active area of research since its beginning. However, beginners find very difficult to understand related concepts due to a large learning curve of Grid computing. Thus, there is a need of concise…

分布式、并行与集群计算 · 计算机科学 2014-07-16 Harshadkumar B. Prajapati , Vipul A. Shah

The notion of grid computing has gained an increasing popularity recently as a realistic solution to many of our large-scale data storage and processing needs. It enables the sharing, selection and aggregation of resources geographically…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Hussein Gibbins , Rajkumar Buyya

Grids aim at exploiting synergies that result from cooperation of autonomous distributed entities. The synergies that result from grid cooperation include the sharing, exchange, selection, and aggregation of geographically distributed…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Rajkumar Buyya , Srikumar Venugopal

Intensive experiences show and confirm that grid environments can be considered as the most promising way to solve several kinds of problems relating either to cooperative work especially where involved collaborators are dispersed…

分布式、并行与集群计算 · 计算机科学 2019-08-14 Maher Khemakhem , Abdelfettah Belghith

Grid Computing is a type of parallel and distributed systems that is designed to provide reliable access to data and computational resources in wide area networks. These resources are distributed in different geographical locations, however…

分布式、并行与集群计算 · 计算机科学 2013-09-27 Sheida Dayyani , Mohammad Reza Khayyambashi

"Grid" computing has emerged as an important new field, distinguished from conventional distributed computing by its focus on large-scale resource sharing, innovative applications, and, in some cases, high-performance orientation. In this…

硬件体系结构 · 计算机科学 2007-05-23 Ian Foster , Carl Kesselman , Steven Tuecke

The Grid technology is evolving into a global, service-orientated architecture, a universal platform for delivering future high demand computational services. Strong adoption of the Grid and the utility computing concept is leading to an…

分布式、并行与集群计算 · 计算机科学 2007-11-05 Aleksandar Lazarevic , Lionel Sacks , Ognjen Prnjat

With the rapid development in wide area networks and low cost, powerful computational resources, grid computing has gained its popularity. With the advent of grid computing, space limitations of conventional distributed systems can be…

分布式、并行与集群计算 · 计算机科学 2014-09-15 Dushyant Vaghela

Research interest in Grid computing has grown significantly over the past five years. Management of distributed resources is one of the key issues in Grid computing. Central to management of resources is the effectiveness of resource…

分布式、并行与集群计算 · 计算机科学 2016-11-18 Rajiv Ranjan , Aaron Harwood , Rajkumar Buyya

Grids - the collection of heterogeneous computers spread across the globe - present a new paradigm for the large scale problems in variety of fields. We discuss two representative cases in the area of condensed matter physics outlining the…

介观与纳米尺度物理 · 物理学 2010-02-12 Bhalchandra S. Pujari

With the advent of Grid and application technologies, scientists and engineers are building more and more complex applications to manage and process large data sets, and execute scientific experiments on distributed resources. Such…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Jia Yu , Rajkumar Buyya

The Apache Spark framework for distributed computation is popular in the data analytics community due to its ease of use, but its MapReduce-style programming model can incur significant overheads when performing computations that do not map…

分布式、并行与集群计算 · 计算机科学 2018-06-06 Alex Gittens , Kai Rothauge , Shusen Wang , Michael W. Mahoney , Jey Kottalam , Lisa Gerhardt , Prabhat , Michael Ringenburg , Kristyn Maschhoff

Executing distributed cyber-physical software processes on edge devices that maintains the resiliency of the overall system while adhering to resource constraints is quite a challenging trade-off to consider for developers. Current…

分布式、并行与集群计算 · 计算机科学 2022-08-23 Purboday Ghosh , Hao Tu , Timothy Krentz , Gabor Karsai , Srdjan Lukic

Computational Grids are a new trend in distributed computing systems. They allow the sharing of geographically distributed resources in an efficient way, extending the boundaries of what we perceive as distributed computing. Various…

分布式、并行与集群计算 · 计算机科学 2014-08-24 D. Thilagavathi , Antony Selvadoss Thanamani