Fundamentals of Grid Computing: Theory, Algorithms and Technologies
暫譯: 網格計算基礎:理論、演算法與技術
Magoules, Frederic
- 出版商: CRC
- 出版日期: 2019-09-25
- 售價: $2,970
- 貴賓價: 9.5 折 $2,822
- 語言: 英文
- 頁數: 322
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367384604
- ISBN-13: 9780367384609
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相關分類:
Algorithms-data-structures
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其他版本:
Fundamentals of Grid Computing: Theory, Algorithms and Technologies (Chapman and Hall/CRC Numerical Analy and Scient Comp. Series)
海外代購書籍(需單獨結帳)
相關主題
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)
最先進技術在網格中的整合與融合,使得能夠提供更靈活、自動化及複雜的網格服務,以滿足從歐洲核子研究組織(CERN)的大型強子對撞機(LHC)到氣象預測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網格及網格服務中。
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資料網格中複製問題,以及網格中的資料管理問題。在比較了公用計算、網格計算、自動計算和雲計算之後,本書提出了在計算網格平台上可靠執行應用程式的有效解決方案。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編寫的使用者友好的開源軟體。其中一個軟體包涵蓋了在網格中資料複製的策略,另一個則處理在網格環境中分散式排程模擬器的實作。
本書中介紹的各種技術展示了網格計算的廣泛興趣及在這一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著我們,這種興趣只會進一步演變。
作者簡介
Frédéric Magoulès is a professor in the Applied Mathematics and Systems Laboratory at École Centrale Paris in Châtenay-Malabry, France.
作者簡介(中文翻譯)
弗雷德里克·馬古萊斯是法國沙特奈-馬拉布里的中央理工學院應用數學與系統實驗室的教授。