Fundamentals of Grid Computing: Theory, Algorithms and Technologies (Chapman and Hall/CRC Numerical Analy and Scient Comp. Series)
暫譯: 網格計算基礎:理論、演算法與技術 (Chapman and Hall/CRC 數值分析與科學計算系列)

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商品描述

The integration and convergence of state-of-the-art technologies in the grid have enabled more flexible, automatic, and complex grid services to fulfill industrial and commercial needs, from the LHC at CERN to meteorological forecasting systems. Fundamentals of Grid Computing: Theory, Algorithms and Technologies discusses how the novel technologies of semantic web and workflow have been integrated into the grid and grid services.

 

The book explains how distributed mutual exclusion algorithms offer solutions to transmission and control processes. It also addresses the replication problem in data grids with limited replica storage and the problem of data management in grids. After comparing utility, grid, autonomic, and cloud computing, the book presents efficient solutions for the reliable execution of applications in computational grid platforms. It then describes a fault tolerant distributed scheduling algorithm for large-scale distributed applications, along with broadcasting algorithms for institutional grids. The final chapter shows how load balancing is integrated into a real-world scientific application.

 

Helping readers develop practical skills in grid technology, the appendices introduce user-friendly open source software written in Java. One of the software packages covers strategies for data replication in the grid. The other deals with the implementation of a simulator for distributed scheduling in grid environments.

 

The various technology presented in this book demonstrates the wide aspects of interest in grid computing as well as the many possibilities and venues that exist in this research area. This interest will only further evolve as numerous exciting developments still await us.

商品描述(中文翻譯)

最先進技術在電網中的整合與融合,使得電網服務能夠更靈活、自動化且複雜,以滿足從CERN的LHC到氣象預報系統的工業和商業需求。《網格計算基礎:理論、演算法與技術》討論了語意網和工作流程等新技術如何被整合進電網及其服務中。

本書解釋了分散式互斷演算法如何為傳輸和控制過程提供解決方案。它還探討了在有限副本儲存的數據網格中複製問題,以及在網格中的數據管理問題。在比較了效用計算、網格計算、自動計算和雲計算後,本書提出了在計算網格平台上可靠執行應用程序的有效解決方案。接著,它描述了一種針對大規模分散式應用的容錯分散式排程演算法,以及針對機構網格的廣播演算法。最後一章展示了如何將負載平衡整合到實際的科學應用中。

為了幫助讀者發展網格技術的實用技能,附錄介紹了用Java編寫的用戶友好開源軟體。其中一個軟體包涵蓋了在網格中數據複製的策略,另一個則處理在網格環境中分散式排程模擬器的實現。

本書中介紹的各種技術展示了網格計算的廣泛興趣及其研究領域中存在的許多可能性和途徑。隨著許多令人興奮的發展仍在等待我們,這種興趣只會進一步演變。