Pervasive Computing: Next Generation Platforms for Intelligent Data Collection (Intelligent Data-Centric Systems: Sensor Collected Intelligence)
暫譯: 普及計算:下一代智能數據收集平台(智能數據中心系統:傳感器收集的智能)
Ciprian Dobre (Editor), Fatos Xhafa (Editor)
- 出版商: Academic Press
- 出版日期: 2016-04-13
- 售價: $3,960
- 貴賓價: 9.5 折 $3,762
- 語言: 英文
- 頁數: 548
- 裝訂: Paperback
- ISBN: 012803663X
- ISBN-13: 9780128036631
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相關分類:
感測器 Sensor
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商品描述
Pervasive Computing: Next Generation Platforms for Intelligent Data Collection presents current advances and state-of-the-art work on methods, techniques, and algorithms designed to support pervasive collection of data under ubiquitous networks of devices able to intelligently collaborate towards common goals.
Using numerous illustrative examples and following both theoretical and practical results the authors discuss: a coherent and realistic image of today’s architectures, techniques, protocols, components, orchestration, choreography, and developments related to pervasive computing components for intelligently collecting data, resource, and data management issues; the importance of data security and privacy in the era of big data; the benefits of pervasive computing and the development process for scientific and commercial applications and platforms to support them in this field.
Pervasive computing has developed technology that allows sensing, computing, and wireless communication to be embedded in everyday objects, from cell phones to running shoes, enabling a range of context-aware applications. Pervasive computing is supported by technology able to acquire and make use of the ubiquitous data sensed or produced by many sensors blended into our environment, designed to make available a wide range of new context-aware applications and systems. While such applications and systems are useful, the time has come to develop the next generation of pervasive computing systems. Future systems will be data oriented and need to support quality data, in terms of accuracy, latency and availability.
Pervasive Computing is intended as a platform for the dissemination of research efforts and presentation of advances in the pervasive computing area, and constitutes a flagship driver towards presenting and supporting advanced research in this area.
- Offers a coherent and realistic image of today’s architectures, techniques, protocols, components, orchestration, choreography, and development related to pervasive computing
- Explains the state-of-the-art technological solutions necessary for the development of next-generation pervasive data systems, including: components for intelligently collecting data, resource and data management issues, fault tolerance, data security, monitoring and controlling big data, and applications for pervasive context-aware processing
- Presents the benefits of pervasive computing, and the development process of scientific and commercial applications and platforms to support them in this field
- Provides numerous illustrative examples and follows both theoretical and practical results to serve as a platform for the dissemination of research advances in the pervasive computing area
商品描述(中文翻譯)
《普及計算:智能數據收集的下一代平台》介紹了當前在方法、技術和算法方面的最新進展和最前沿的工作,這些方法、技術和算法旨在支持在能夠智能協作以達成共同目標的無處不在的設備網絡下進行普遍的數據收集。
作者使用了許多示例,並結合理論和實踐結果,討論了:當前架構、技術、協議、組件、編排、舞蹈以及與智能數據收集相關的普及計算組件的發展的連貫且現實的圖像;在大數據時代數據安全和隱私的重要性;普及計算的好處以及支持科學和商業應用及平台的開發過程。
普及計算技術的發展使得感知、計算和無線通信能夠嵌入日常物品中,從手機到跑鞋,從而啟用一系列上下文感知的應用。普及計算依賴於能夠獲取和利用環境中許多傳感器感知或產生的無處不在數據的技術,旨在提供各種新的上下文感知應用和系統。儘管這些應用和系統非常有用,但現在是時候開發下一代普及計算系統了。未來的系統將以數據為導向,並需要支持質量數據,無論是在準確性、延遲和可用性方面。
《普及計算》旨在作為研究努力的傳播平台,並展示在普及計算領域的進展,成為推動該領域高級研究的旗艦驅動力。
- 提供當前架構、技術、協議、組件、編排、舞蹈及與普及計算相關的發展的連貫且現實的圖像
- 解釋開發下一代普及數據系統所需的最先進技術解決方案,包括:智能數據收集的組件、資源和數據管理問題、容錯、數據安全、大數據的監控和控制,以及普及上下文感知處理的應用
- 提出普及計算的好處,以及支持科學和商業應用及平台的開發過程
- 提供許多示例,並結合理論和實踐結果,作為普及計算領域研究進展的傳播平台