000 08782nam a2200505 i 4500
999 _c92742
_d92742
005 20250912101023.0
006 m o d
007 cr cnu|||unuuu
008 250912s2024 enkm o u000 0 eng d
020 _a9781786308634
020 _a9781394277599
_q(electronic bk. : oBook)
020 _a1394277598
_q(electronic bk. : oBook)
020 _z9781786308634
024 7 _a10.1002/9781394277599
_2doi
035 _a(OCoLC)1425352679
040 _aDG1
_beng
_erda
_epn
_cDG1
041 _aeng
050 4 _aQA76.583
072 7 _aCOM
_x091000
_2bisacsh
072 7 _aCOM
_x097000
_2bisacsh
072 7 _aTJ
_2bicssc
082 0 4 _a004.6
_223/eng/20240306
245 0 0 _aSmart edge computing :
_ban operation research perspective /
_cedited by Rajdeep Chakraborty, Anupam Ghosh, Jyotsna Kumar Mandal, Tanupriya Choudhury, Prasenjit Chatterjee.
264 1 _aLondon, UK :
_bISTE, Ltd. ;
_aHoboken, NJ :
_bWiley,
_c2024.
300 _a1 online resource (272 pages)
336 _atext
_btxt
_2rdacontent.
337 _acomputer
_bc
_2rdamedia.
338 _aonline resource
_bcr
_2rdacarrier.
340 _2rdacc
_0http://rdaregistry.info/termList/RDAColourContent/1003.
490 1 _aComputer engineering series. International perspectives in decision analysis and operations research set ;
_vvolume 2.
505 0 _aPreface xiii Rajdeep CHAKRABORTY -- Acknowledgments -- Chapter 1 Introduction to Operations Research Methodologies 1 Trishit BANERJEE and Arup DASGUPTA -- 1.1 Introduction -- 1.2 Decision-making framework/models for operations research -- 1.3 Operations research in IoT, IIoT, edge and smart edge computing, sensor data -- 1.4 Paradigms and procedures -- 1.5 Conclusion -- 1.6 References -- Chapter 2 Edge Computing: The Foundation, Emergence and Growing Applications 25 P.K PAUL -- 2.1 Introduction -- 2.2 Objective of the work -- 2.3 Methods adopted -- 2.4 Edge computing and edge cloud: basics -- 2.5 Edge computing and edge devices -- 2.6 Edge computing: working fashions, buying and deploying and 5G -- 2.7 Functions and features of edge computing -- 2.8 Edge computing: applications and examples -- 2.9 Drawbacks, obstacles and issues in edge computing -- 2.10 Edge computing, cloud computing and Internet of Things: some concerns -- 2.11 Future and emergence of edge computing -- 2.12 Conclusion -- 2.13 Acknowledgment -- 2.14 References -- Chapter 3 Utilization of Edge Computing in Digital Education: A Conceptual Overview 47 Ritam CHATTERJEE -- 3.1 Introduction -- 3.2 Objectives -- 3.3 Methodology used -- 3.4 Digital education -- 3.5 Education and information science -- 3.6 Edge computing -- 3.7 Conclusion -- 3.8 Acknowledgment -- 3.9 References -- Chapter 4 Edge Computing with Operations Research Using IoT Devices in Healthcare: Concepts, Tools, Techniques and Use Cases 65 Shalini RAMANATHAN, Mohan RAMASUNDARAM, Tauheed KHAN MOHD and Anabel PINEDA-BRISENO -- 4.1 Overview -- 4.2 The smartness of edge across artificial intelligence with the IoT -- 4.3 Promising approaches in edge healthcare system -- 4.4 Impact of smartphones on edge computing -- 4.5 Tools, techniques and use cases -- 4.6 Significant forthcomings of edge healthcare IoT -- 4.7 Software and hardware companies developing healthcare tools -- 4.8 Summary -- 4.9 References -- Chapter 5 Performance Measures in Edge Computing Using the Queuing Model 97 Shillpi MISHRRA -- 5.1 Introduction -- 5.2 Methodology -- 5.3 Conclusion -- 5.4 Future scope -- 5.5 References -- Chapter 6 A Smart Payment Transaction Procedure by Smart Edge Computing 113 Animesh UPADHYAYA, Koushik MUKHOPADHYAY, Amejul ISLAM, Shaon Kalyan MODAK and Debdutta PAL -- 6.1 Introduction -- 6.2 Related works -- 6.3 Ethereum -- 6.4 Ethereum's components -- 6.5 General-purpose blockchains to decentralized applications (DApps) -- 6.6 Ether currency units -- 6.7 Ethereum wallet -- 6.8 A simple contract: a test Ether faucet -- 6.9 Ethereum clients -- 6.10 Conclusion -- 6.11 References -- Chapter 7 Statistical Learning Approach for the Detection of Abnormalities in Cancer Cells for Finding Indication of Metastasis 133 Soumen SANTRA, Dipankar MAJUMDAR and Surajit MANDAL -- 7.1 Introduction -- 7.2 Edge computation: a new era -- 7.3 Impact of edge computation in cancer treatment -- 7.4 Assessment parameters operational methodologies -- 7.5 Shape descriptor analysis: statistical approach -- 7.6 Results and discussion -- 7.7 Conclusion -- 7.8 References -- Chapter 8 Overcoming the Stigma of Alzheimer's Disease by Means of Natural Language Processing as well as Blockchain Technologies 149 Kaveri BANERJEE, Priyanka BHATTACHARYA, Sandip ROY and Rajesh BOSE -- 8.1 Introduction -- 8.2 Alzheimer's disease -- 8.3 Alzheimer's disease types -- 8.4 NLP in chat-bots/AI companions -- 8.5 Proposed methodologies for reduction of stigma -- 8.6 Blockchain technology for securing all medical data -- 8.7 Conclusion -- 8.8 Future scope -- 8.9 Acknowledgments -- 8.10 References -- Chapter 9 Computer Vision-based Edge Computing System to Detect Health Informatics for Oral Pre-Cancer 175 Animesh UPADHYAYA, Vertika RAI, Surajit BOSE, Dipankar BHATTACHARYA and Jayanta CHATTOPADHYAY -- 9.1 Introduction -- 9.2 Related works -- 9.3 Materials and methods -- 9.4 Results -- 9.5 Conclusion -- 9.6 References -- Chapter 10 A Study of Ultra-lightweight Ciphers and Security Protocol for Edge Computing 189 Debasmita PAUL, Aheli ACHARYA and Debajyoti GUHA -- 10.1 Introduction -- 10.2 Ultra-lightweight ciphers -- 10.3 Ultra-lightweight security protocols -- 10.3.4 Comparison between LEAP, MIFARE and RFB protocols -- 10.4 Conclusion -- 10.5 References -- Chapter 11 A Study on Security Protocols, Threats and Probable Solutions for Internet of Things Using Blockchain 215 Debajyoti GUHA -- 11.1 Introduction -- 11.2 IoT architecture and security challenges -- 11.3 Security threat classifications -- 11.4 Security solutions for IoT -- 11.5 Blockchain-based IoT paradigm: security and privacy issues -- 11.6 IoT Messaging Protocols -- 11.7 Advantages of edge computing -- 11.8 Conclusion -- 11.9 References -- List of Authors -- Index.
520 _aThis book pioneers the synergy between state-of-the-art edge computing technologies and the power of operations research. It comprehensively explores real-world applications, demonstrating how various operations' research techniques enhance edge computing's efficiency, reliability and resource allocation. Innovative solutions for dynamic task scheduling, load balancing and data management, all tailored to the unique challenges of edge environments, are displayed. Starting with operation research methodologies with foundations, applications and research challenges in edge computing and an overview of digital education, this book continues with an exploration of applications in the health sector using IoT, intelligent payment procedures and performance measurement of edge computing, using edge computing and operation research. Smart or AI-based applications are also explored further on and the book ends with insight into ultralightweight and security protocols with solutions for IoT using blockchain.
545 0 _aAbout the Author Rajdeep Chakraborty is Associate Professor in Computer Science and Engineering at the University Institute of Engineering, Chandigarh University, India. Anupam Ghosh is Professor of Computer Science and Engineering at Netaji Subhash Engineering College in Kolkata, India, and is Head of the same department. Jyotsna Kumar Mandal is Professor of Computer Science and Engineering at the University of Kalyani, India. Tanupriya Choudhury is Professor at Symbiosis Institute of Technology, Lavale Campus of Symbiosis International University in Pune, India. Prasenjit Chatterjee is Professor of Mechanical Engineering and Dean (Research and Consultancy) at MCKV Institute of Engineering, India.
650 0 _aEdge computing.
_0https://id.loc.gov/authorities/subjects/sh2020005575.
650 0 _aArtificial intelligence.
_0https://id.loc.gov/authorities/subjects/sh85008180.
655 4 _aElectronic books.
700 1 _aChakraborty, Rajdeep,
_0https://id.loc.gov/authorities/names/n2022027150
_eeditor.
700 1 _aGhosh, Anupam,
_eeditor.
700 1 _aMandal, Jyotsna Kumar,
_d1960-
_0https://id.loc.gov/authorities/names/n2016003371
_eeditor.
700 1 _aChoudhury, Tanupriya,
_0https://id.loc.gov/authorities/names/no2020083163
_eeditor.
700 1 _aChatterjee, Prasenjit,
_eeditor.
830 0 _aComputer engineering series. International perspectives in decision analysis and operations research set ;
_vvolume 2.
856 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781394277599
_yFull text is available at Wiley Online Library Click here to view
942 _2ddc
_cER