Free Download Decentralized Spatial Computing
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Book Details :
Published on: 2014-08-09
Released on: 2014-08-09
Original language:
Computing increasingly happens somewhere, with that geographic location important to the computational process itself. Many new and evolving spatial technologies, such as geosensor networks and smartphones, embody this trend. Conventional approaches to spatial computing are centralized, and do not account for the inherently decentralized nature of 'computing somewhere': the limited, local knowledge of individual system components, and the interaction between those components at different locations. On the other hand, despite being an established topic in distributed systems, decentralized computing is not concerned with geographical constraints to the generation and movement of information. In this context, of (centralized) spatial computing and decentralized (non-spatial) computing, the key question becomes: 'What makes decentralized spatial computing special'In Part I of the book the author covers the foundational concepts, structures, and design techniques for decentralized computing with spatial and spatiotemporal information. In Part II he applies those concepts and techniques to the development of algorithms for decentralized spatial computing, stepping through a suite of increasingly sophisticated algorithms: from algorithms with minimal spatial information about their neighborhoods; to algorithms with access to more detailed spatial information, such as direction, distance, or coordinate location; to truly spatiotemporal algorithms that monitor environments that are dynamic, even using networks that are mobile or volatile. Finally, in Part III the author shows how decentralized spatial and spatiotemporal algorithms designed using the techniques explored in Part II can be simulated and tested. In particular, he investigates empirically the important properties of a decentralized spatial algorithm: its computational efficiency and its robustness to unavoidable uncertainty. Part III concludes with a survey of the opportunities for connecting decentralized spatial computing to ongoing research and emerging hot topics in related fields, such as biologically inspired computing, geovisualization, and stream computing.The book is written for students and researchers of computer science and geographic information science. Throughout the book the author's style is characterized by a focus on the broader message, explaining the process of decentralized spatial algorithm design rather than the technical details. Each chapter ends with review questions designed to test the reader's understanding of the material and to point to further work or research. The book includes short appendices on discrete mathematics and SQL. Simulation models written in NetLogo and associated source code for all the algorithms presented in the book can be found on the author's accompanying website. Mobile Edge Computing: Survey and Research Outlook 1 Mobile Edge Computing: Survey and Research Outlook Yuyi Mao Changsheng You Jun Zhang Kaibin Huang and Khaled B. Letaief AbstractDriven by the visions of ... Spacecoin - The Space Cryptocurrency Fuelling the space exploration economy with a next gen cryptocurrency. Using the computing power of coin miners as a force to analyse space data and detect potential ... IEEE Transactions on Emerging Topics in Computing IEEE Transactions on Emerging Topics in Computing publishes papers on emerging aspects of computer science computing technology and computing applications not ... EasyChair Smart CFP Smart CFP is an environment in EasyChair allowing conference organisers to publish conference calls for papers and authors find calls ... Image Analysis and Mathematical Morphology Marcin Iwanowski Pierre Soille Morphological refinement of an image segmentation Proceedings of the 11th international conference on Computer Analysis of Images ... Association for Computing Machinery The Association for Computing Machinery a global scientific and educational organization representing the computing community expresses concern over US President ... Dr. Minyi Guo's Home Page - SJTU Research Interest. Parallel and Distributed Processing; Parallelizing Compilers; Cloud Computing; Pervasive Computing; Software Engineering Embedded Systems; Green ... A view of cloud computing - Association for Computing ... Clearing the clouds away from the true potential and obstacles posed by this computing capability. Schedule ICML New York City Memory units have been widely used to enrich the capabilities of deep networks on capturing long-term dependencies in reasoning and prediction tasks but little ... PerCom 2016 IEEE International Conference on Pervasive ... PerCom 2016 Awardees: Marc Weiser Best Paper Award: Sungmin Cho and Christine Julien "CHITCHAT: Navigating Tradeoffs in Device-to-Device Context Sharing"
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