Crowdsourcing of Sensor Cloud Services
暫譯: 感測器雲端服務的群眾外包
Ghari Neiat, Azadeh, Bouguettaya, Athman
- 出版商: Springer
- 出版日期: 2019-01-24
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 116
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030082695
- ISBN-13: 9783030082697
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相關分類:
感測器 Sensor
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相關主題
商品描述
This book develops a crowdsourced sensor-cloud service composition framework taking into account spatio-temporal aspects. This book also unfolds new horizons to service-oriented computing towards the direction of crowdsourced sensor data based applications, in the broader context of Internet of Things (IoT). It is a massive challenge for the IoT research field how to effectively and efficiently capture, manage and deliver sensed data as user-desired services. The outcome of this research will contribute to solving this very important question, by designing a novel service framework and a set of unique service selection and composition frameworks.
Delivering a novel service framework to manage crowdsourced sensor data provides high-level abstraction (i.e., sensor-cloud service) to model crowdsourced sensor data from functional and non-functional perspectives, seamlessly turning the raw data into "ready to go" services. A creative indexing model is developed to capture and manage the spatio-temporal dynamism of crowdsourced service providers.
Delivering novel frameworks to compose crowdsourced sensor-cloud services is vital. These frameworks focuses on spatio-temporal composition of crowdsourced sensor-cloud services, which is a new territory for existing service oriented computing research. A creative failure-proof model is also designed to prevent composition failure caused by fluctuating QoS.
Delivering an incentive model to drive the coverage of crowdsourced service providers is also vital. A new spatio-temporal incentive model targets changing coverage of the crowdsourced providers to achieve demanded coverage of crowdsourced sensor-cloud services within a region.
The outcome of this research is expected to potentially create a sensor services crowdsourcing market and new commercial opportunities focusing on crowdsourced data based applications. The crowdsourced community based approach adds significant value to journey planning and map services thus creating a competitive edge for a technologically-minded companies incentivizing new start-ups, thus enabling higher market innovation.
This book primarily targets researchers and practitioners, who conduct research work in service oriented computing, Internet of Things (IoT), smart city and spatio-temporal travel planning, as well as advanced-level students studying this field. Small and Medium Entrepreneurs, who invest in crowdsourced IoT services and journey planning infrastructures, will also want to purchase this book.
商品描述(中文翻譯)
本書開發了一個考慮到時空方面的群眾來源感測器雲服務組合框架。本書還為面向服務的計算展現了新的視野,朝著群眾來源感測器數據基礎的應用的方向發展,這是在物聯網(IoT)的更廣泛背景下。對於物聯網研究領域而言,如何有效且高效地捕捉、管理和交付感測數據作為用戶所需的服務是一個巨大的挑戰。本研究的成果將通過設計一個新穎的服務框架和一組獨特的服務選擇與組合框架來解決這個非常重要的問題。
提供一個新穎的服務框架來管理群眾來源感測器數據,提供高層次的抽象(即感測器雲服務),以從功能和非功能的角度建模群眾來源感測器數據,無縫地將原始數據轉換為“隨時可用”的服務。開發了一個創新的索引模型來捕捉和管理群眾來源服務提供者的時空動態。
提供新穎的框架來組合群眾來源感測器雲服務是至關重要的。這些框架專注於群眾來源感測器雲服務的時空組合,這對於現有的面向服務的計算研究來說是一個新領域。還設計了一個創新的防失敗模型,以防止由於QoS波動而導致的組合失敗。
提供一個激勵模型來推動群眾來源服務提供者的覆蓋範圍也是至關重要的。一個新的時空激勵模型針對群眾來源提供者的變化覆蓋範圍,以實現某一區域內所需的群眾來源感測器雲服務的覆蓋範圍。
本研究的成果預期能夠潛在地創造一個感測服務的群眾來源市場和新的商業機會,專注於基於群眾來源數據的應用。基於群眾來源社區的方法為旅程規劃和地圖服務增添了顯著的價值,從而為技術導向的公司創造了競爭優勢,激勵新的初創企業,進而促進更高的市場創新。
本書主要針對在面向服務的計算、物聯網(IoT)、智慧城市和時空旅程規劃等領域進行研究的研究人員和實務工作者,以及學習該領域的高級學生。投資於群眾來源物聯網服務和旅程規劃基礎設施的小型和中型企業也會希望購買本書。