Automated Workflow Scheduling in Self-Adaptive Clouds: Concepts, Algorithms and Methods
暫譯: 自適應雲端中的自動化工作流程排程：概念、演算法與方法

Kousalya, G., Balakrishnan, P., Pethuru Raj, C.

Automated Workflow Scheduling in Self-Adaptive Clouds: Concepts, Algorithms and Methods
  • 出版商: Springer
  • 出版日期: 2018-08-28
  • 售價: $2,280
  • 貴賓價: 9.5 折 $2,166
  • 語言: 英文
  • 頁數: 225
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 331986050X
  • ISBN-13: 9783319860503
  • 相關分類: Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

This timely text/reference presents a comprehensive review of the workflow scheduling algorithms and approaches that are rapidly becoming essential for a range of software applications, due to their ability to efficiently leverage diverse and distributed cloud resources. Particular emphasis is placed on how workflow-based automation in software-defined cloud centers and hybrid IT systems can significantly enhance resource utilization and optimize energy efficiency.

Topics and features: describes dynamic workflow and task scheduling techniques that work across multiple (on-premise and off-premise) clouds; presents simulation-based case studies, and details of real-time test bed-based implementations; offers analyses and comparisons of a broad selection of static and dynamic workflow algorithms; examines the considerations for the main parameters in projects limited by budget and time constraints; covers workflow management systems, workflow modeling and simulation techniques, and machine learning approaches for predictive workflow analytics.

This must-read work provides invaluable practical insights from three subject matter experts in the cloud paradigm, which will empower IT practitioners and industry professionals in their daily assignments. Researchers and students interested in next-generation software-defined cloud environments will also greatly benefit from the material in the book.

商品描述(中文翻譯)

這本及時的文本/參考資料全面回顧了工作流程排程演算法和方法，這些方法因其能有效利用多樣化和分散的雲端資源而迅速成為各種軟體應用的必要條件。特別強調了在軟體定義的雲端中心和混合IT系統中，基於工作流程的自動化如何顯著提升資源利用率並優化能源效率。

主題和特點：描述了在多個（本地和非本地）雲端中運作的動態工作流程和任務排程技術；呈現基於模擬的案例研究，以及實時測試平台實作的詳細資訊；提供廣泛選擇的靜態和動態工作流程演算法的分析和比較；檢視在預算和時間限制下項目的主要參數考量；涵蓋工作流程管理系統、工作流程建模和模擬技術，以及用於預測工作流程分析的機器學習方法。

這本必讀的著作提供了來自三位雲端範疇專家的寶貴實務見解，將使IT從業人員和行業專業人士在日常任務中受益。對於有興趣於下一代軟體定義雲端環境的研究人員和學生來說，這本書的內容也將帶來極大的幫助。

作者簡介

Dr. G. Kousalya is a Professor in the Department of Computer Science and Engineering at Coimbatore Institute of Technology, Coimbatore, India.

Dr. P. Balakrishnan is an Associate Professor in the Department of Computer Science and Engineering at SASTRA University, Thanjavur, India.

Dr. C. Pethuru Raj is the chief architect for Reliance Jio Cloud, Bangalore, India. His other publications include the Springer title High-Performance Big-Data Analytics.

作者簡介(中文翻譯)

G. Kousalya 博士 是印度科印拜陀技術學院計算機科學與工程系的教授。
P. Balakrishnan 博士 是印度坦賈武爾SASTRA大學計算機科學與工程系的副教授。
C. Pethuru Raj 博士 是印度班加羅爾Reliance Jio Cloud的首席架構師。他的其他出版物包括Springer的書籍《高效能大數據分析》。

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