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001472278 001__ 1472278
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001472278 019__ $$a1392164533
001472278 020__ $$a9783031297137$$q(electronic bk.)
001472278 020__ $$a303129713X$$q(electronic bk.)
001472278 020__ $$z3031297121
001472278 020__ $$z9783031297120
001472278 0247_ $$a10.1007/978-3-031-29713-7$$2doi
001472278 035__ $$aSP(OCoLC)1392344483
001472278 040__ $$aEBLCP$$beng$$cEBLCP$$dYDX$$dGW5XE
001472278 049__ $$aISEA
001472278 050_4 $$aT59.6
001472278 08204 $$a658.40380285$$223/eng/20230811
001472278 24500 $$aAI, IoT, big data and cloud computing for Industry 4.0 /$$cAmy Neustein, Parikshit N. Mahalle, Prachi Joshi, Gitanjali Rahul Shinde, editors.
001472278 260__ $$aCham :$$bSpringer,$$c2023.
001472278 300__ $$a1 online resource (589 p.).
001472278 4901_ $$aSignals and Communication Technology
001472278 500__ $$a5 CBT-Driven Chatbot with Seq-to-Seq Model for IndianLanguages
001472278 5050_ $$aIntro -- Introduction -- Contents -- Part I Fundamentals of Industry 4.0 -- 1 Opting for Industry 4.0: Challenge or Opportunity -- 1.1 Introduction -- 1.1.1 Role of Technologies in Industry 4.0 Transformation -- 1.1.2 Key Technologies to Transform Production Industry -- 1.2 Challenges When One Wants to Switch to Industry 4.0 -- 1.2.1 Major Challenges -- 1.2.2 Some More Challenges -- 1.3 Benefits of Industry 4.0 -- 1.4 Applications -- 1.5 Societal Impact -- 1.5.1 Relation Between Profit and Purpose -- 1.5.2 Employee and Customer Advocacy Is Increased
001472278 5058_ $$a1.6 Case Study: Challenges in Manufacturing Sector -- 1.7 Conclusion -- References -- 2 Exploring Human Computer Interaction in Industry 4.0 -- 2.1 Introduction -- 2.2 Related Work -- 2.3 Research Questions -- 2.4 Research Solutions -- 2.5 Discussion and Recommendations -- 2.6 Conclusion and Future Work -- References -- 3 Embedding Affect Awareness in e-Learning: A Systematic Outline of the Literature -- 3.1 Introduction -- 3.2 Motivation -- 3.3 Research Strategy and Research Questions -- 3.4 Literature Review -- 3.5 Survey Outcome and Discussion -- 3.6 Conclusion -- References
001472278 5058_ $$a4 Edge Computing: A Paradigm Shift for Delay-Sensitive AI Application -- 4.1 Introduction -- 4.2 Edge Computing Overview -- 4.2.1 The Origin of Edge Computing -- 4.2.1.1 Three Paradigms of Edge Computing: Cloudlets, Fog Computing, and Mobile Edge Computing -- 4.2.2 Criteria-Wise Difference Between Edge Computing and Cloud Computing -- 4.2.3 Layered Architecture of Edge Computing -- 4.2.3.1 Device Layer -- 4.2.3.2 The Edge Layer -- 4.2.3.3 The Cloud Layer -- 4.2.4 Software and Hardware Requirements to Implement Edge Computing (Table 4.2) -- 4.2.5 Characteristics of Edge Computing
001472278 5058_ $$a4.2.5.1 Edge Computing Has Many Characteristics [9] as Cloud Computing -- 4.2.5.2 Close Proximity to the End Device -- 4.2.5.3 Support for Mobility Management -- 4.2.5.4 Location Awareness -- 4.2.5.5 Low Latency -- 4.2.5.6 Low Computation Power -- 4.2.6 Disadvantages of Edge Computing -- 4.2.7 Overview of Edge AI -- 4.2.8 Why Deep Learning with Edge Computing -- 4.2.9 Edge Intelligence-Enabled Applications of IoT -- 4.2.9.1 Smart Wearables -- 4.2.9.2 Smart City -- 4.2.9.3 Smart Home -- 4.2.9.4 Smart Building -- 4.2.9.5 Smart Grid -- 4.2.9.6 Smart Vehicle -- 4.2.9.7 Smart Multimedia
001472278 5058_ $$a4.2.9.8 Video Analytics -- 4.2.9.9 Adaptive Video Streaming -- 4.2.9.10 Smart Transportation -- 4.2.9.11 Autonomous Driving -- 4.2.9.12 Traffic Analysis -- 4.2.9.13 Traffic Signal Control -- 4.2.10 Challenges in Edge-Enabled IoT Systems -- 4.2.10.1 Modal Training -- 4.2.10.2 Modal Deployment -- 4.2.10.3 Delay-Sensitive Applications -- 4.2.10.4 Hardware and Software Support -- 4.2.10.5 Integration and Heterogeneity -- 4.2.10.6 Naming -- 4.2.11 Research Opportunities in Edge AI and or Edge Computing -- 4.2.12 Conclusion -- References -- Part II Emerging Trends in Artificial Intelligence
001472278 506__ $$aAccess limited to authorized users.
001472278 520__ $$aThis book presents some of the most advanced leading-edge technology for the fourth Industrial Revolution -- known as Industry 4.0. The book provides a comprehensive understanding of the interconnections of AI, IoT, big data and cloud computing as integral to the technologies that revolutionize the way companies produce and distribute products and the way local governments deliver their services. The book emphasizes that at every phase of the supply chain, manufactures are found to be interweaving AI, robotics, IoT, big data/machine learning, and cloud computing into their production facilities and throughout their distribution networks. Equally important, the authors show how their research can be applied to computer vision, cyber security, database and compiler theory, natural language processing, healthcare, education and agriculture. Presents the fundamentals of AI, IoT, and cloud computing and how they can be incorporated in Industry 4.0 applications Motivates readers to address challenges in the areas of speech communication and signal processing Provides numerous examples, case studies, technical descriptions, and approaches of AI/ML.
001472278 588__ $$aOnline resource; title from PDF title page (Library Ideas, viewed Aug. 11, 2023).
001472278 650_0 $$aIndustry 4.0$$xData processing.
001472278 650_0 $$aArtificial intelligence$$xIndustrial applications.
001472278 650_0 $$aInternet of things$$xIndustrial applications.
001472278 650_0 $$aBig data$$xIndustrial applications.
001472278 650_0 $$aCloud computing$$xIndustrial applications.
001472278 655_0 $$aElectronic books.
001472278 7001_ $$aNeustein, Amy.
001472278 7001_ $$aMahalle, Parikshit N.
001472278 7001_ $$aJoshi, Prachi.
001472278 7001_ $$aShinde, Gitanjali Rahul,$$d1983-
001472278 77608 $$iPrint version:$$aNeustein, Amy$$tAI, IoT, Big Data and Cloud Computing for Industry 4. 0$$dCham : Springer International Publishing AG,c2023$$z9783031297120
001472278 830_0 $$aSignals and communication technology.
001472278 852__ $$bebk
001472278 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-29713-7$$zOnline Access$$91397441.1
001472278 909CO $$ooai:library.usi.edu:1472278$$pGLOBAL_SET
001472278 980__ $$aBIB
001472278 980__ $$aEBOOK
001472278 982__ $$aEbook
001472278 983__ $$aOnline
001472278 994__ $$a92$$bISE