Fog Computing: Theory and Practice

ISBN-13: 9781119551690 / Angielski / Twarda / 2020 / 608 str.

Albert Y. Zomaya; Assad Abbas; Samee U. Khan

Spis treści

Part I: Fog Computing Systems and ArchitecturesCh 1 Mobile Fog Computing: Architectures, Approaches and Open ChallengesSatish Narayana SriramaCh 2 Edge Devices: A Survey, Use Cases and Future ChallengesCosmin AvasalcaiCh 3 Deep Learning in the Era of Edge Computing: Opportunities and ChallengesMi ZhangCh 4 Caching, Security, and Mobility in Content Centric NetworkingOsman KhalidCh 5 Security and Privacy Issues in Fog ComputingHasan Ali KhattakCh 6 How Fog Computing Can Support Latency/Reliability-sensitive IoT Applications: An Overview and a Taxonomy of State-of-the-Art SolutionsSajal DasCh 7 Harnessing the Computing Continuum for Programming Our WorldJack DongaraCh 8 Fog Computing for Energy Harvesting-Enabled Internet of ThingsGeorge K. KaragiannidisCh 9 Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted ControlDelaram AmiriCh 10 Latency Minimization Through Optimal Data Placement in Fog ComputingNing WangCh 11 Modeling and Simulation of Distributed Fog Environment using FogNetSim++Asad W. MalikPart II: Fog Computing Techniques and ApplicationCh 12 Distributed Machine Learning for IoT applications in the FogFlavia DelicatoCh 13 Fog Computing based Communication Systems for Modern Smart GridsMirjana MaksimovicCh 14 An Estimation of Distribution Algorithm to Optimize the Utility of Task Scheduling under Fog Computing SystemChu-ge WuCh 15 Reliable and Power-Efficient Machine Learning in Wearable SensorsParastoo AliniaCh 16 Insights into Software Defined Networking and Applications in Fog ComputingOsman KhalidCh 17 Time-Critical Fog Computing for Vehicular NetworksNeeraj Suri, Chebaane AhmedCh 18 A Reliable and Efficient Fog-based Architecture for Autonomous Vehicular NetworksShuja MughalCh 19 Fog Computing to enable Geospatial Video Analytics for Disaster-incident Situational AwarenessPrasad CalyamCh 20 An Insight into 5G Networks with Fog ComputingOsman KhalidCh 21 Fog Computing for Bioinformatics ProblemsUsman Habib

O autorze

ASSAD ABBAS, PhD, is an Assistant Professor in the Department of Computer Science, COMSATS University Islamabad Pakistan. He is also the Area Editor for EAI Transactions on Energy Web, and a member of IEEE and IEEE-Eta Kappa Nu (IEEE-HKN).SAMEE U. KHAN, PhD, is the Lead Program Director (Cluster Lead) for the Computer Systems Research at the National Science Foundation. He also is an Assistant Professor at the North Dakota State University, Fargo, ND, USA, and is on the editorial boards of several leading journals.ALBERT Y. ZOMAYA, PhD, is the Chair Professor of High Performance Computing & Networking in the School of Information Technologies, The University of Sydney. He is also the Director of the Centre for Distributed and High Performance Computing.