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Biblioteca

MARC Lista (tabellare)
Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010. Proceedings, Part I / / edited by Sang-Soo Yeo, Jong Hyuk Park, Laurence Tianruo Yang, Ching-Hsien Hsu
Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010. Proceedings, Part I / / edited by Sang-Soo Yeo, Jong Hyuk Park, Laurence Tianruo Yang, Ching-Hsien Hsu
Edizione [1st ed. 2010.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
Descrizione fisica 1 online resource (XXIII, 574 p.)
Disciplina 005.1
Collana Theoretical Computer Science and General Issues
Soggetto topico Algorithms
Computer systems
Computer programming
Artificial intelligence
Software engineering
Information storage and retrieval systems
Computer System Implementation
Programming Techniques
Artificial Intelligence
Software Engineering
Information Storage and Retrieval
ISBN 1-280-38662-2
9786613564542
3-642-13119-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Keynote Papers -- Efficient Web Browsing with Perfect Anonymity Using Page Prefetching -- InterCloud: Utility-Oriented Federation of Cloud Computing Environments for Scaling of Application Services -- Parallel Algorithms -- Scalable Co-clustering Algorithms -- Parallel Pattern Matching with Swaps on a Linear Array -- Parallel Prefix Computation in the Recursive Dual-Net -- A Two-Phase Differential Synchronization Algorithm for Remote Files -- A New Parallel Method of Smith-Waterman Algorithm on a Heterogeneous Platform -- Improved Genetic Algorithm for Minimizing Periodic Preventive Maintenance Costs in Series-Parallel Systems -- A New Hybrid Parallel Algorithm for MrBayes -- Research and Design of Deployment Framework for Blade-Based Data Center -- Query Optimization over Parallel Relational Data Warehouses in Distributed Environments by Simultaneous Fragmentation and Allocation -- Parallel Architectures -- Function Units Sharing between Neighbor Cores in CMP -- A High Efficient On-Chip Interconnection Network in SIMD CMPs -- Network-on-Chip Routing Algorithms by Breaking Cycles -- A Fair Thread-Aware Memory Scheduling Algorithm for Chip Multiprocessor -- Efficient Partitioning of Static Buses for Processor Arrays of Small Size -- Formal Proof for a General Architecture of Hybrid Prefix/Carry-Select Adders -- An Efficient Non-blocking Multithreaded Embedded System -- A Remote Mirroring Architecture with Adaptively Cooperative Pipelining -- SV: Enhancing SIMD Architectures via Combined SIMD-Vector Approach -- A Correlation-Aware Prefetching Strategy for Object-Based File System -- An Auxiliary Storage Subsystem to Distributed Computing Systems for External Storage Service -- Grid/Cluster Computing -- Checkpointing and Migration of Communication Channels in Heterogeneous Grid Environments -- On-Line Task Granularity Adaptation for Dynamic Grid Applications -- Message Clustering Technique towards Efficient Irregular Data Redistribution in Clusters and Grids -- Multithreading of Kostka Numbers Computation for the BonjourGrid Meta-desktop Grid Middleware -- Adaptable Scheduling Algorithm for Grids with Resource Redeployment Capability -- Using MPI on PC Cluster to Compute Eigenvalues of Hermitian Toeplitz Matrices -- Cloud Computing/Virtualization Techniques -- idsocket: API for Inter-domain Communications Base on Xen -- Strategy-Proof Dynamic Resource Pricing of Multiple Resource Types on Federated Clouds -- Adapting Market-Oriented Scheduling Policies for Cloud Computing -- A High Performance Inter-VM Network Communication Mechanism -- On the Effect of Using Third-Party Clouds for Maximizing Profit -- A Tracing Approach to Process Migration for Virtual Machine Based on Multicore Platform -- GPU Computing and Applications -- Accelerating Dock6’s Amber Scoring with Graphic Processing Unit -- Optimizing Sweep3D for Graphic Processor Unit -- Modular Resultant Algorithm for Graphics Processors -- A Novel Scheme for High Performance Finite-Difference Time-Domain (FDTD) Computations Based on GPU -- Parallel Programming, Performance Evaluation -- A Proposed Asynchronous Object Load Balancing Method for Parallel 3D Image Reconstruction Applications -- A Step-by-Step Extending Parallelism Approach for Enumeration of Combinatorial Objects -- A Study of Performance Scalability by Parallelizing Loop Iterations on Multi-core SMPs -- Impact of Multimedia Extensions for Different Processing Element Granularities on an Embedded Imaging System -- Fault-Tolerant/Information Security and Management -- Reducing False Aborts in STM Systems -- Fault-Tolerant Node-to-Set Disjoint-Path Routing in Hypercubes -- AirScope: A Micro-scale Urban Air Quality Management System -- Wireless Communication Network -- Design of a Slot Assignment Scheme for Link Error Distribution on Wireless Grid Networks -- Wireless Bluetooth Communications Combine with Secure Data Transmission Using ECDH and Conference Key Agreements -- Robust Multicast Scheme for Wireless Process Control on Traffic Light Networks -- A Note-Based Randomized and Distributed Protocol for Detecting Node Replication Attacks in Wireless Sensor Networks.
Record Nr. UNISA-996465913303316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
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Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010. Workshops, Part II / / edited by Sang-Soo Yeo, Jong Hyuk Park, Laurence Tianruo Yang, Ching-Hsien Hsu
Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010. Workshops, Part II / / edited by Sang-Soo Yeo, Jong Hyuk Park, Laurence Tianruo Yang, Ching-Hsien Hsu
Edizione [1st ed. 2010.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
Descrizione fisica 1 online resource (XXX, 468 p. 234 illus.)
Disciplina 003.3
Collana Theoretical Computer Science and General Issues
Soggetto topico Computer systems
Algorithms
Artificial intelligence
Software engineering
Information storage and retrieval systems
Computer science
Computer System Implementation
Artificial Intelligence
Software Engineering
Information Storage and Retrieval
Theory of Computation
ISBN 1-280-38665-7
9786613564573
3-642-13136-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto The 2010 International Symposium on Frontiers of Parallel and Distributed Computing (FPDC 2010) -- Efficient Grid on the OTIS-Arrangment Network -- Single Thread Program Parallelism with Dataflow Abstracting Thread -- Parallel Programming on a Soft-Core Based Multi-core System -- Dynamic Resource Tuning for Flexible Core Chip Multiprocessors -- Ensuring Confidentiality and Integrity of Multimedia Data on Multi-core Platforms -- A Paradigm for Processing Network Protocols in Parallel -- Real-Time Task Scheduling on Heterogeneous Two-Processor Systems -- A Grid Based System for Closure Computation and Online Service -- A Multiple Grid Resource Broker with Monitoring and Information Services -- Design Methodologies of Workload Management through Code Migration in Distributed Desktop Computing Grids -- Dynamic Dependent Tasks Assignment for Grid Computing -- Implementation of a Heuristic Network Bandwidth Measurement for Grid Computing Environments -- An Efficient Circuit–Switched Broadcasting in Star Graph -- Parallel Domain Decomposition Methods for High-Order Finite Element Solutions of the Helmholtz Problem -- Self-Organizing Neural Grove and Its Distributed Performance -- A Massively Parallel Hardware for Modular Exponentiations Using the m-ary Method -- Emulation of Object-Based Storage Devices by a Virtual Machine -- Balanced Multi-process Parallel Algorithm for Chemical Compound Inference with Given Path Frequencies -- Harnessing Clusters for High Performance Computation of Gene Expression Microarray Comparative Analysis -- Semantic Access Control for Corporate Mobile Devices -- A New Visual Simulation Tool for Performance Evaluation of MANET Routing Protocols -- A Web Service Composition Algorithm Based on Global QoS Optimizing with MOCACO -- Experiences Gained from Building a Services-Based Distributed Operating System -- Quick Forwarding of Queries to Relevant Peers in a Hierarchical P2P File Search System -- iCTPH: An Approach to Publish and Lookup CTPH Digests in Chord -- Toward a Framework for Cloud Security -- Cluster-Fault-Tolerant Routing in Burnt Pancake Graphs -- Edge-Bipancyclicity of All Conditionally Faulty Hypercubes -- The 2010 International Workshop on High Performance Computing Technologies and Applications (HPCTA 2010) -- Accelerating Euler Equations Numerical Solver on Graphics Processing Units -- An Improved Parallel MEMS Processing-Level Simulation Implementation Using Graphic Processing Unit -- Solving Burgers’ Equation Using Multithreading and GPU -- Support for OpenMP Tasks on Cell Architecture -- A Novel Algorithm for Faults Acquiring and Locating on Fiber Optic Cable Line -- A Parallel Distributed Algorithm for the Permutation Flow Shop Scheduling Problem -- A Self-Adaptive Load Balancing Strategy for P2P Grids -- Embedding Algorithms for Star, Bubble-Sort, Rotator-Faber-Moore, and Pancake Graphs -- Performance Estimation of Generalized Statistical Smoothing to Inverse Halftoning Based on the MTF Function of Human Eyes -- Power Improvement Using Block-Based Loop Buffer with Innermost Loop Control -- An Efficient Pipelined Architecture for Fast Competitive Learning -- Merging Data Records on EREW PRAM -- The 2010 International Workshop on Multicore and Multithreaded Architecture and Algorithms (M2A2 2010) -- Performance Modeling of Multishift QR Algorithms for the Parallel Solution of Symmetric Tridiagonal Eigenvalue Problems -- A Parallel Solution of Large-Scale Heat Equation Based on Distributed Memory Hierarchy System -- A New Metric for On-Line Scheduling and Placement in Reconfigurable Computing Systems -- Test Data Compression Using Four-Coded and Sparse Storage for Testing Embedded Core -- Extending a Multicore Multithread Simulator to Model Power-Aware Hard Real-Time Systems -- Real-Time Linux Framework for Designing Parallel Mobile Robotic Applications.
Record Nr. UNISA-996465923503316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
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Algorithms and architectures for parallel processing : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010 : workshops. Part II / / Ching-Hsien Hsu ... [et al.] (eds.)
Algorithms and architectures for parallel processing : 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010 : workshops. Part II / / Ching-Hsien Hsu ... [et al.] (eds.)
Edizione [1st ed. 2010.]
Pubbl/distr/stampa Berlin, : Springer-Verlag, 2010
Descrizione fisica 1 online resource (XXX, 468 p. 234 illus.)
Disciplina 003.3
Altri autori (Persone) HsuChing-Hsien
Collana Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Soggetto topico Parallel processing (Electronic computers)
Algorithms
Computer programming
ISBN 1-280-38665-7
9786613564573
3-642-13136-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 2010 international symposium on frontiers of parallel and distributed computing (FPDC 2010) -- 2010 international workshop on high performance computing technologies and applications (HPCTA 2010) -- 2010 international workshop on multicore and multithreaded architecture and algorithms (M2A2 2010).
Record Nr. UNINA-9910482996303321
Berlin, : Springer-Verlag, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Algorithms and architectures for parallel processing : 10th international conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010 : proceedings : part I / / Ching-Hsien Hsu ... [et al.], (eds.)
Algorithms and architectures for parallel processing : 10th international conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010 : proceedings : part I / / Ching-Hsien Hsu ... [et al.], (eds.)
Edizione [1st ed. 2010.]
Pubbl/distr/stampa New York, : Springer, 2010
Descrizione fisica 1 online resource (XXIII, 574 p.)
Disciplina 005.1
Altri autori (Persone) HsuChing-Hsien
Collana Lecture notes in computer science
Soggetto topico Parallel processing (Electronic computers)
ISBN 1-280-38662-2
9786613564542
3-642-13119-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Keynote Papers -- Efficient Web Browsing with Perfect Anonymity Using Page Prefetching -- InterCloud: Utility-Oriented Federation of Cloud Computing Environments for Scaling of Application Services -- Parallel Algorithms -- Scalable Co-clustering Algorithms -- Parallel Pattern Matching with Swaps on a Linear Array -- Parallel Prefix Computation in the Recursive Dual-Net -- A Two-Phase Differential Synchronization Algorithm for Remote Files -- A New Parallel Method of Smith-Waterman Algorithm on a Heterogeneous Platform -- Improved Genetic Algorithm for Minimizing Periodic Preventive Maintenance Costs in Series-Parallel Systems -- A New Hybrid Parallel Algorithm for MrBayes -- Research and Design of Deployment Framework for Blade-Based Data Center -- Query Optimization over Parallel Relational Data Warehouses in Distributed Environments by Simultaneous Fragmentation and Allocation -- Parallel Architectures -- Function Units Sharing between Neighbor Cores in CMP -- A High Efficient On-Chip Interconnection Network in SIMD CMPs -- Network-on-Chip Routing Algorithms by Breaking Cycles -- A Fair Thread-Aware Memory Scheduling Algorithm for Chip Multiprocessor -- Efficient Partitioning of Static Buses for Processor Arrays of Small Size -- Formal Proof for a General Architecture of Hybrid Prefix/Carry-Select Adders -- An Efficient Non-blocking Multithreaded Embedded System -- A Remote Mirroring Architecture with Adaptively Cooperative Pipelining -- SV: Enhancing SIMD Architectures via Combined SIMD-Vector Approach -- A Correlation-Aware Prefetching Strategy for Object-Based File System -- An Auxiliary Storage Subsystem to Distributed Computing Systems for External Storage Service -- Grid/Cluster Computing -- Checkpointing and Migration of Communication Channels in Heterogeneous Grid Environments -- On-Line Task Granularity Adaptation for Dynamic Grid Applications -- Message Clustering Technique towards Efficient Irregular Data Redistribution in Clusters and Grids -- Multithreading of Kostka Numbers Computation for the BonjourGrid Meta-desktop Grid Middleware -- Adaptable Scheduling Algorithm for Grids with Resource Redeployment Capability -- Using MPI on PC Cluster to Compute Eigenvalues of Hermitian Toeplitz Matrices -- Cloud Computing/Virtualization Techniques -- idsocket: API for Inter-domain Communications Base on Xen -- Strategy-Proof Dynamic Resource Pricing of Multiple Resource Types on Federated Clouds -- Adapting Market-Oriented Scheduling Policies for Cloud Computing -- A High Performance Inter-VM Network Communication Mechanism -- On the Effect of Using Third-Party Clouds for Maximizing Profit -- A Tracing Approach to Process Migration for Virtual Machine Based on Multicore Platform -- GPU Computing and Applications -- Accelerating Dock6’s Amber Scoring with Graphic Processing Unit -- Optimizing Sweep3D for Graphic Processor Unit -- Modular Resultant Algorithm for Graphics Processors -- A Novel Scheme for High Performance Finite-Difference Time-Domain (FDTD) Computations Based on GPU -- Parallel Programming, Performance Evaluation -- A Proposed Asynchronous Object Load Balancing Method for Parallel 3D Image Reconstruction Applications -- A Step-by-Step Extending Parallelism Approach for Enumeration of Combinatorial Objects -- A Study of Performance Scalability by Parallelizing Loop Iterations on Multi-core SMPs -- Impact of Multimedia Extensions for Different Processing Element Granularities on an Embedded Imaging System -- Fault-Tolerant/Information Security and Management -- Reducing False Aborts in STM Systems -- Fault-Tolerant Node-to-Set Disjoint-Path Routing in Hypercubes -- AirScope: A Micro-scale Urban Air Quality Management System -- Wireless Communication Network -- Design of a Slot Assignment Scheme for Link Error Distribution on Wireless Grid Networks -- Wireless Bluetooth Communications Combine with Secure Data Transmission Using ECDH and Conference Key Agreements -- Robust Multicast Scheme for Wireless Process Control on Traffic Light Networks -- A Note-Based Randomized and Distributed Protocol for Detecting Node Replication Attacks in Wireless Sensor Networks.
Record Nr. UNINA-9910484254503321
New York, : Springer, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Pubbl/distr/stampa [Place of publication not identified] : , : Emerald Publishing, , 2019
Descrizione fisica 1 online resource (94 pages)
Disciplina 006.3
Collana International Journal of Intelligent Unmanned Systems
Soggetto topico Artificial intelligence
Soggetto genere / forma Electronic books.
ISBN 1-83867-536-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910479921403321
[Place of publication not identified] : , : Emerald Publishing, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Pubbl/distr/stampa [Place of publication not identified] : , : Emerald Publishing, , 2019
Descrizione fisica 1 online resource (94 pages)
Disciplina 006.3
Collana International Journal of Intelligent Unmanned Systems
Soggetto topico Artificial intelligence
ISBN 1-83867-536-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910793415503321
[Place of publication not identified] : , : Emerald Publishing, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Applications of internet of vehicles / / guest editors: Gunasekaran Manogaran, Naveen Chilamkurti, Ching-Hsien Hsu
Pubbl/distr/stampa [Place of publication not identified] : , : Emerald Publishing, , 2019
Descrizione fisica 1 online resource (94 pages)
Disciplina 006.3
Collana International Journal of Intelligent Unmanned Systems
Soggetto topico Artificial intelligence
ISBN 1-83867-536-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910807389403321
[Place of publication not identified] : , : Emerald Publishing, , 2019
Materiale a stampa
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BiDEDE '23 : Proceedings of the International Workshop on Big Data in Emergent Distributed Environments / / Sven Groppe, Le Gruenwald, Ching-Hsien Hsu
BiDEDE '23 : Proceedings of the International Workshop on Big Data in Emergent Distributed Environments / / Sven Groppe, Le Gruenwald, Ching-Hsien Hsu
Autore Groppe Sven
Pubbl/distr/stampa New York : , : Association for Computing Machinery, , 2023
Descrizione fisica 1 online resource (56 pages)
Disciplina 004.36
Soggetto topico Electronic data processing - Distributed processing
Cloud computing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910725932903321
Groppe Sven  
New York : , : Association for Computing Machinery, , 2023
Materiale a stampa
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Big data analytics for Sensor-network collected intelligence / / edited by Hui-Huang Hsu, Chuan-Yu Chang, Ching-Hsien Hsu ; series editor Fatos Xhafa
Big data analytics for Sensor-network collected intelligence / / edited by Hui-Huang Hsu, Chuan-Yu Chang, Ching-Hsien Hsu ; series editor Fatos Xhafa
Pubbl/distr/stampa London, England : , : Academic Press, , 2017
Descrizione fisica 1 online resource (328 pages) : illustrations, tables
Disciplina 001.6425
Collana Intelligent Data Centric Systems
Soggetto topico Database management - Computer programs
Database management
ISBN 0-12-809625-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910583083903321
London, England : , : Academic Press, , 2017
Materiale a stampa
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Big data intelligence and computing : international conference, DataCom 2022, Denarau Island, Fiji, December 8-10, 2022, proceedings / / edited by Ching-Hsien Hsu [and four others]
Big data intelligence and computing : international conference, DataCom 2022, Denarau Island, Fiji, December 8-10, 2022, proceedings / / edited by Ching-Hsien Hsu [and four others]
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore Pte Ltd., , [2023]
Descrizione fisica 1 online resource (570 pages)
Disciplina 005.7
Collana Lecture Notes in Computer Science
Soggetto topico Artificial intelligence
Big data
ISBN 9789819922338
9789819922321
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents -- Big Data Algorithm and Systems -- Tiansuan Constellation -- 1 Introduction -- 2 Related Work -- 2.1 Design Overview -- 2.2 Edge Computing and AI in Space -- 3 Method -- 3.1 Datasets -- 3.2 Model Design -- 3.3 Hardware -- 4 Experimental Results -- 4.1 The Comparison -- 4.2 Future Work -- 5 Conclusion -- References -- Adopting a Deep Learning Split-Protocol Based Predictive Maintenance Management System for Industrial Manufacturing Operations -- 1 Introduction -- 2 Literature Reviews -- 3 Overview of Predictive Maintenance and Industries 4.0 -- 4 Strategy to Adopt in Predictive Maintenance -- 4.1 Application of Machine Learning Methods to Predict Predictive Maintenance (PdM) -- 5 Pillars of the Total Predictive Maintenance in Industries 4.0 -- 6 Quantum Computing and Digital Manufacturing 4.0 -- 7 Reliability-Centered Maintenance (RCM) -- 7.1 Benefits of the RCM Approach -- 7.2 Key Principles of Reliability-Centered Maintenance (RCM) -- 8 Intelligent Asset Management (IAM and RCM-Controlled Predictive Maintenance) -- 8.1 Wings Within the IAM -- 8.2 Benefits that Could Be Achieved from AIN -- 9 System Architectures and PDM in Industries 4.0 -- 10 AI-Enabled Split-Migration Architecture -- 11 Implementation Details -- 12 Conclusion -- References -- A Digital Twin for Bus Operation in Public Urban Transportation Systems -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Simulation of Urban Mobility (SUMO) -- 3.2 Configuring SUMO to Reproduce Observed Traffic -- 3.3 Bus Operation Digital Twin (BODIT) -- 4 Experiments -- 4.1 Description of the Scenario -- 4.2 Experimental Setup -- 5 Results -- 6 Conclusion and Future Work -- References -- Predicting Residential Property Valuation in Major Towns and Cities on Mainland Fiji -- 1 Introduction -- 2 Literature Review.
2.1 Property Valuation Approaches -- 2.2 Feature Selection of Properties -- 2.3 Machine Learning Models for Property Predictions -- 3 Methodology -- 3.1 Data Analysis -- 3.2 Data Pre-processing -- 3.3 Data Visualization -- 4 Results and Discussion -- 4.1 Evaluation on Test Data -- 5 Conclusion -- 6 Limitations -- 7 Future Work -- References -- Designing an AI-Driven Talent Intelligence Solution: Exploring Big Data to Extend the TOE Framework -- 1 Introduction -- 2 Background of the Study -- 2.1 Ethical Implications of AI in Talent Management -- 2.2 The Application of AI in Talent Management -- 2.3 Career Services in Higher Education -- 2.4 Theories in Technological Adoption -- 3 Design Science Methodology -- 4 Proposed AI Oriented TM Approach -- 5 Discussion and Conclusion -- References -- Development of Bilingual Chatbot for University Related FAQs Using Natural Language Processing and Deep Learning -- 1 Introduction -- 2 Background -- 2.1 What is a Chatbot and How it Works? -- 3 Methodology -- 3.1 Existing Studies -- 4 Proposed Chatbot -- 4.1 NLP Techniques Used -- 4.2 Chatbot Application Development on Web -- 5 Advantages of the Proposed System -- 5.1 24/7 Availability -- 5.2 Instant Response -- 5.3 Consistency -- 5.4 Bilingual -- 6 Chatbot Testing -- 7 Limitations -- 8 Recommendations and Future Scope -- 9 Conclusion -- References -- Machine Learning Algorithms Performance Investigation in Fake News Detection -- 1 Introduction -- 2 Traditional Media -- 2.1 Printed Media -- 2.2 Radio -- 2.3 Television -- 3 Modern Media -- 4 Research Objective -- 5 Methodology -- 6 Literature Review -- 6.1 Naïve Bayes -- 6.2 Decision Tree -- 6.3 Random Forest -- 6.4 Support Vector Machine (SVM) -- 6.5 K-Nearest Neighbors (KNN) -- 6.6 Logistic Regression -- 7 Findings -- 7.1 Algorithm Category Best Suited for Fake News Detection.
7.2 Top 6 Algorithms for Fake News Detection In Recent Five Years -- 7.3 Best Algorithm Performer for Fake News Detection -- 7.4 Naïve Bayes -- 7.5 Decision Tree -- 7.6 Random Forest -- 7.7 Support Vector Machine (SVM) -- 7.8 K-Nearest Neighbor(KNN) -- 7.9 Logistic Regression -- 7.10 Experimental Results Summary -- 8 Discussion -- 9 Conclusion -- 10 Future Work -- References -- Big Data Privacy and Security -- Robust Graph Embedding Recommendation Against Data Poisoning Attack -- 1 Introduction -- 2 Related Work -- 2.1 Graph Graph-Data Attack Methods -- 2.2 Graph-Data Defend Methods -- 3 Preliminaries -- 4 Our Methods -- 4.1 Pre-process GNN Supervised Detection Structure -- 4.2 Pre-process GNN Supervised Detection Method -- 4.3 Optimization of the Model -- 4.4 Model Evaluation Metric -- 5 Experiments -- 5.1 Data-Sets -- 5.2 Baseline Model -- 5.3 Experiment Analysis -- 5.4 Parameter Analysis -- 6 Conclusion -- References -- A Secure Sharing Framework Based on Cloud-Chain Fusion for SWIM -- 1 Introduction -- 2 Data Sharing Analysis -- 2.1 ATM Data and Its Classification -- 2.2 Features of ATM Data Sharing -- 2.3 ATM Data Sharing Trends -- 2.4 Security Requirements of ATM Data Sharing -- 3 Preliminary Knowledge -- 3.1 Cloud Storage -- 3.2 Blockchain -- 3.3 Feasibility of Cloud-Chain Chain Fusion Architecture -- 3.4 Ciphertext Policy Attribute Based Encryption (CPABE) -- 4 The ATM Information Security Framework Based on Cloud-Chain Fusion -- 4.1 ATM Data Sharing Framework -- 4.2 Data Publishing and Discovery Mechanism (DPAD) -- 4.3 Operation Record and Traceability Mechanism -- 4.4 Data Security Protection Mechanism -- 5 Function and Security Analysis -- 6 Future Research Directions -- 6.1 Entities' Attributes Mining and Attribute-Authority Relation Mining Based on Deep Learning.
6.2 The Decentralized CPABE Method for Access Control Based on Homomorphic Encryption and Blockchain -- 6.3 The Data Privacy Protection Based on Computation Offloading and Secure Multi-party Computation -- 7 Conclusion -- References -- Privacy-Protective Distributed Machine Learning Between Rich Devices and Edge Servers Using Confidence Level -- 1 Introduction -- 2 Related Work -- 3 Research Issues and the Proposed Method -- 3.1 Research Issues -- 3.2 Proposed Method -- 4 Implementation and Evaluation of Proposed Model -- 4.1 Dataset -- 4.2 Experimental Environment -- 4.3 Preliminary Experiments -- 4.4 Experiment 1 (Used only Personal Data for Training on Edge Device) -- 4.5 Experiment 2 (Adding Four Individuals Different from the Edge Server) -- 4.6 Consideration About the Amount of Training and Data -- 5 Summary and Future Work -- References -- A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from DDoS Attacks -- 1 Introduction -- 2 Related Work -- 3 System Model -- 4 Proposed Methodology -- 5 Results and Discussion -- 6 Conclusion -- References -- LTCS: Lightweight Tree-Chain Scheme for ADS-B Data Authentication -- 1 Introduction -- 2 Related Works -- 3 Our Proposed Scheme -- 4 Performance Analysis -- 5 Conclusion -- References -- Electronic and Remote Voting Systems: Solutions to Existing Problems - An Experimental Approach to Secure Voting Platforms on Endpoints -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 3.1 Why Do We Need to Secure Content Delivery Systems for Voting? -- 3.2 Is Multifactor Authentication not a Viable Option to Secure Platform Delivery? -- 3.3 Do Antivirus Web Browsers Provide Protection for Voting? -- 3.4 Are TLS, SSL, and HTTPS Are not Viable Options for Voting Platforms? -- 4 Experiment -- 4.1 Test Case Theories.
4.2 Test Case 1 - Configuration and Use of Antivirus Solutions for Protected Browser Mode -- 4.3 Test Case 2 - Using the Safe Exam Browser -- 5 Challenges Faced -- 6 Future Works and Recommendations -- 7 Conclusion -- References -- Research on the Mechanism of Cooperative Defense Against DDoS Attacks Based on Game Theory -- 1 Introduction -- 1.1 A Subsection Sample -- 2 Analysis of Research Status and Development Trends -- 2.1 Problems (Defect Analysis) -- 2.2 Analysis of Development Trend -- 3 Defense Against DDoS Attacks Based on Game Theory -- 3.1 Overall Design Idea -- 3.2 Collaborative Defense Scheme -- 3.3 SDN-Based Victim Side Defense Against DDoS Attacks -- 4 Conclusion -- References -- Detection of Malicious Node in VANETs Using Digital Twin -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Phase 1 -- 3.2 Phase 2 -- 4 Results and Discussion -- 5 Conclusion -- References -- Big Data Analytics and Applications -- The Storage and Sharing of Big Data in Air Traffic Management System -- 1 Introduction -- 2 The Architecture of Storage and Sharing for Aviation Big Data -- 2.1 New Aviation Network Architecture -- 2.2 Design of Policy Layer in New Aviation Network -- 2.3 Design of Policy Layer in New Aviation Network -- 3 Application Analysis of New Network Structure -- 4 Conclusion -- References -- Automated Recognition and Classification of Cat Pain Through Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Data Collection -- 3.1 Data Collection -- 4 Model Training -- 4.1 Basic Model Training -- 4.2 Enhanced Model Training -- 5 Conclusions and Future Work -- References -- Perceiving Airline Passenger Booking Lifecycle with the Utilization of Data Warehouse -- 1 Introduction -- 2 Research Methodology -- 3 Related Work -- 3.1 Data Warehouse Implementations -- 3.2 Airline Usecases -- 4 Challenges Whilst Implementing.
5 Benefits of Data Warehouses.
Record Nr. UNISA-996525670503316
Singapore : , : Springer Nature Singapore Pte Ltd., , [2023]
Materiale a stampa
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