Transactions on Large-Scale Data- And Knowledge-Centered Systems XLIV: Special Issue on Data Management - Principles, Technologies, and Applications
暫譯: 大型數據與知識中心系統交易 XLIV:數據管理的原則、技術與應用特刊

Hameurlain, Abdelkader, Tjoa, A. Min, Lamarre, Philippe

  • 出版商: Springer
  • 出版日期: 2020-09-10
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 195
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 366262270X
  • ISBN-13: 9783662622704
  • 海外代購書籍(需單獨結帳)

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商品描述

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.

This, the 44th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains six fully revised and extended papers selected from the 35th conference on Data Management - Principles, Technologies and Applications, BDA 2019. The topics covered include big data, graph data streams, workflow execution in the cloud, privacy in crowdsourcing, secure distributed computing, machine learning, and data mining for recommendation systems.


商品描述(中文翻譯)

LNCS期刊《大型數據與知識中心系統交易》專注於數據管理、知識發現和知識處理,這些都是計算機科學中的核心和熱門主題。自1990年代以來,互聯網已成為各領域應用開發的主要推動力。對於跨越不同網絡連接站點的資源共享(例如計算資源、服務、元數據、數據來源)的需求增加,促使數據和知識管理系統從集中式系統演變為去中心化系統,從而支持提供高擴展性的的大規模分佈式應用。

本期《大型數據與知識中心系統交易》第44期包含六篇經過全面修訂和擴展的論文,這些論文是從第35屆數據管理會議 - 原則、技術與應用(BDA 2019)中選出的。涵蓋的主題包括大數據、圖數據流、雲端中的工作流程執行、眾包中的隱私、安全的分佈式計算、機器學習以及用於推薦系統的數據挖掘。

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