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The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023) / / edited by Muhammad Younas, Irfan Awan, Salima Benbernou, Dana Petcu
| The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023) / / edited by Muhammad Younas, Irfan Awan, Salima Benbernou, Dana Petcu |
| Autore | Younas Muhammad |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (148 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
AwanIrfan
BenbernouSalima PetcuDana |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Engineering - Data processing Computational Intelligence Data Engineering |
| ISBN | 3-031-42317-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Block Chain Systems -- Distributed Ledger Technology for Collective Environmental Action -- 1 Introduction -- 2 Literature Background -- 3 Design Science Research Methodology -- 4 DLT Prototype Construction and Evaluation -- 4.1 Prototype Design Components -- 4.2 Prototype Functional Logic Components -- 4.3 Prototype Evaluation -- 5 Discussion of Empirical Findings -- 6 Conclusions -- References -- Moving Towards Blockchain-Based Methods for Revitalizing Healthcare Domain -- 1 Introduction -- 2 Blockchain Technology Fundamentals -- 2.1 Key Concepts -- 2.2 Blockchain Taxonomy -- 3 Blockchain Technology in Service of Healthcare -- 4 Related Works -- 4.1 Research Methodology -- 4.2 Our Research Foresight Regarding Healthcare Challenges -- 4.3 Blockchain Adoption in Healthcare Domain -- 5 Discussion -- 6 Our Forthcoming Proposition -- 7 Conclusion -- References -- Design of a Tokenized Blockchain Architecture for Tracking Trade in the Global Defense Market -- 1 Introduction -- 2 Related Work -- 3 Value of Blockchain for Trades in Defense Market -- 4 Design and Implementation of a NFT Based Decentralized Architecture -- 4.1 System Design -- 4.2 Implementation and Testing -- 5 Conclusion -- References -- Requirements for Interoperable Blockchain Systems: A Systematic Literature Review -- 1 Introduction -- 1.1 Research Problem -- 1.2 Key Contributions -- 2 Blockchain Interoperability Overview -- 2.1 Related Studies -- 3 Methodology -- 4 Results and Discussion -- 4.1 Technical and semantic interoperability requirements. -- 4.2 Organizational Interoperability Requirements -- 4.3 Legal Interoperability Requirements -- 5 Conclusion -- References -- Deep Learning and Healthcare Applications -- PENN: Phase Estimation Neural Network on Gene Expression Data -- 1 Introduction -- 2 Related Work -- 3 Method.
3.1 Objective Function of PENN -- 4 Results -- 4.1 Dataset -- 4.2 Experiments -- 4.3 Implementation -- 5 Conclusion -- References -- MRIAD: A Pre-clinical Prevalence Study on Alzheimer's Disease Prediction Through Machine Learning Classifiers -- 1 Introduction -- 2 Related Work -- 3 Research Methodology -- 3.1 Development and Testing Approach -- 3.2 Data Source -- 3.3 Data Preprocessing -- 3.4 Feature Selection -- 4 Results and Discussion -- 5 Conclusions -- References -- Exploring the Link Between Brain Waves and Sleep Patterns with Deep Learning Manifold Alignment -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Deep Learning Manifold Alignment Method -- 4 Experimental Results -- 5 Conclusion and Future Work -- References -- Machine Learning and Commercial Systems -- YOLOv5 for Automatic License Plate Recognition in Smart Cities -- 1 Introduction -- 2 Applications of ALPR -- 2.1 Use Cases of ALPR -- 2.2 Object Detection with Deep Learning Techniques -- 3 Related Work -- 4 Experimentation and Results -- 4.1 Methodology -- 4.2 Results -- 5 Conclusion -- References -- An Investigation into Predicting Flight Fares in India Using Machine Learning Models -- 1 Introduction -- 2 Literature Review -- 2.1 Empirical Approach to Determine Changes of Airfares and Customer Behavior When Purchasing Flight Tickets -- 2.2 Statistical Approaches for Determining Changes in the Airfare -- 2.3 Supervised Machine Learning for Determining the Changes in the Airfares -- 3 Research Methodology -- 4 Design Specifications -- 5 Evaluation Results and Discussion -- 5.1 Ensemble Model Analysis -- 5.2 Basic Machine Learning Model Results -- 6 Conclusion and Future Work -- References -- Securing Internet of Things (IoT) Devices Through Distributed Ledger Technologies (DLTs) and World Wide Web Consortium (W3C) Standards -- 1 Introduction. 2 Overview of IoT and DLTs -- 2.1 Overview of IoT -- 2.2 Overview of DLTs -- 3 DLT-Based Applications and Services for IoT -- 4 Proposed Architecture -- 5 Conclusion and Future Work -- References -- Analysis and Forecast of Energy Demand in Senegal with a SARIMA Model and an LSTM Neural Network -- 1 Introduction -- 2 Analysis of Woyofal Customers Database -- 3 Building a Forecasting Model of Electricity Demand -- 3.1 Forecasting Electricity Demand with a SARIMA Model -- 3.2 Forecasting Electricity Demand with an LSTM Neural Network -- 4 Deploying the Forecasting Model in a Web Application -- 5 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910743692703321 |
Younas Muhammad
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Grid and Pervasive Computing [[electronic resource] ] : 4th International Conference, GPC 2009, Geneva, Switzerland, May 4-8, 2009, Proceedings / / edited by Nabil Abdennadher, Dana Petcu
| Advances in Grid and Pervasive Computing [[electronic resource] ] : 4th International Conference, GPC 2009, Geneva, Switzerland, May 4-8, 2009, Proceedings / / edited by Nabil Abdennadher, Dana Petcu |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIV, 484 p.) |
| Disciplina | 004.36 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer networks
Computer engineering Artificial intelligence Software engineering Algorithms Information storage and retrieval systems Computer Communication Networks Computer Engineering and Networks Artificial Intelligence Software Engineering Information Storage and Retrieval |
| ISBN | 3-642-01671-5 |
| Classificazione |
DAT 250f
DAT 614f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Grid Economy -- Capacity Planning in Economic Grid Markets -- A Financial Option Based Grid Resources Pricing Model: Towards an Equilibrium between Service Quality for User and Profitability for Service Providers -- Negotiating and Enforcing QoS and SLAs in Grid and Cloud Computing -- Grid Security -- Dynamic and Secure Data Access Extensions of Grid Boundaries -- Proxy Restrictions for Grid Usage -- An Account Policy Model for Grid Environments -- Providing Security of Real Time Data Intensive Applications on Grids Using Dynamic Scheduling -- Grid Applications -- Solving a Realistic FAP Using GRASP and Grid Computing -- The Swiss ATLAS Grid -- Grid Based Training Environment for Earth Observation -- Middleware -- Improving Energy-Efficiency of Grid Computing Clusters -- GFS: A Distributed File System with Multi-source Data Access and Replication for Grid Computing -- G2G: A Meta-Grid Framework for the Convergence of P2P and Grids -- Distributed Asynchronous Iterative Algorithms: New Experimentations with the Jace Environment -- Predicting Free Computing Capacities on Individual Machines -- The Deployment and Maintenance of a Condor-Based Campus Grid -- Scheduling -- Bicriteria Service Scheduling with Dynamic Instantiation for Workflow Execution on Grids -- Ant Colony Inspired Microeconomic Based Resource Management in Ad Hoc Grids -- Dynamic Scheduling Algorithm for Heterogeneous Environments with Regular Task Input from Multiple Requests -- Balanced Scheduling Algorithm Considering Availability in Mobile Grid -- Bi-objective Optimization: An Online Algorithm for Job Assignment -- Achieving Co-allocation through Virtualization in Grid Environment -- Load Balancing -- MTS: Multiresolution Thread Selection for Parallel Workload Distribution -- The gLite Workload Management System -- On the Design of a Performance-Aware Load Balancing Mechanism for P2P Grid Systems -- Pervasive Computing -- A Mediation Framework for the Implementation of Context-Aware Access Control in Pervasive Grid-Based Healthcare Systems -- The Tiny Instrument Element -- ?OR – A Micro OWL DL Reasoner for Ambient Intelligent Devices -- Sensor Networks -- Sensor-Actuator Networks with TBox Snippets -- Prediction Based Mobile Data Aggregation in Wireless Sensor Network -- A Distributed Architecture of Sensing Web for Sharing Open Sensor Nodes -- Peer-to-Peer -- Efficient Parallelized Network Coding for P2P File Sharing Applications -- Scheduling Strategy of P2P Based High Performance Computing Platform Base on Session Time Prediction -- An Activeness-Based Seed Choking Algorithm for Enhancing BitTorrent’s Robustness -- Resource Aggregation Effectiveness in Peer-to-Peer Architectures -- Web Services for Deeply Embedded Extra Low-Cost Devices -- A Group-Based Reputation Mechanism for Mobile P2P Networks -- A Partition-Based Broadcast Algorithm over DHT for Large-Scale Computing Infrastructures -- Fault Tolerance -- Novel Crash Recovery Approach for Concurrent Failures in Cluster Federation -- JACEP2P-V2: A Fully Decentralized and Fault Tolerant Environment for Executing Parallel Iterative Asynchronous Applications on Volatile Distributed Architectures -- Performance Evaluation of Scheduling Mechanism with Checkpoint Sharing and Task Duplication in P2P-Based PC Grid Computing -- A Probabilistic Fault-Tolerant Recovery Mechanism for Task and Result Certification of Large-Scale Distributed Applications. |
| Record Nr. | UNISA-996466016903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Advances in grid and pervasive computing : 4th international conference, GPC 2009, Geneva, Switzerland, May 4-8, 2009 : proceedings / / Nabil Abdennadher, Dana Petcu (eds.)
| Advances in grid and pervasive computing : 4th international conference, GPC 2009, Geneva, Switzerland, May 4-8, 2009 : proceedings / / Nabil Abdennadher, Dana Petcu (eds.) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2009 |
| Descrizione fisica | 1 online resource (XIV, 484 p.) |
| Disciplina | 004.36 |
| Altri autori (Persone) |
AbdennadherNabil
PetcuDana |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Computational grids (Computer systems)
Ubiquitous computing |
| ISBN | 3-642-01671-5 |
| Classificazione |
DAT 250f
DAT 614f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Grid Economy -- Capacity Planning in Economic Grid Markets -- A Financial Option Based Grid Resources Pricing Model: Towards an Equilibrium between Service Quality for User and Profitability for Service Providers -- Negotiating and Enforcing QoS and SLAs in Grid and Cloud Computing -- Grid Security -- Dynamic and Secure Data Access Extensions of Grid Boundaries -- Proxy Restrictions for Grid Usage -- An Account Policy Model for Grid Environments -- Providing Security of Real Time Data Intensive Applications on Grids Using Dynamic Scheduling -- Grid Applications -- Solving a Realistic FAP Using GRASP and Grid Computing -- The Swiss ATLAS Grid -- Grid Based Training Environment for Earth Observation -- Middleware -- Improving Energy-Efficiency of Grid Computing Clusters -- GFS: A Distributed File System with Multi-source Data Access and Replication for Grid Computing -- G2G: A Meta-Grid Framework for the Convergence of P2P and Grids -- Distributed Asynchronous Iterative Algorithms: New Experimentations with the Jace Environment -- Predicting Free Computing Capacities on Individual Machines -- The Deployment and Maintenance of a Condor-Based Campus Grid -- Scheduling -- Bicriteria Service Scheduling with Dynamic Instantiation for Workflow Execution on Grids -- Ant Colony Inspired Microeconomic Based Resource Management in Ad Hoc Grids -- Dynamic Scheduling Algorithm for Heterogeneous Environments with Regular Task Input from Multiple Requests -- Balanced Scheduling Algorithm Considering Availability in Mobile Grid -- Bi-objective Optimization: An Online Algorithm for Job Assignment -- Achieving Co-allocation through Virtualization in Grid Environment -- Load Balancing -- MTS: Multiresolution Thread Selection for Parallel Workload Distribution -- The gLite Workload Management System -- On the Design of a Performance-Aware Load Balancing Mechanism for P2P Grid Systems -- Pervasive Computing -- A Mediation Framework for the Implementation of Context-Aware Access Control in Pervasive Grid-Based Healthcare Systems -- The Tiny Instrument Element -- ?OR – A Micro OWL DL Reasoner for Ambient Intelligent Devices -- Sensor Networks -- Sensor-Actuator Networks with TBox Snippets -- Prediction Based Mobile Data Aggregation in Wireless Sensor Network -- A Distributed Architecture of Sensing Web for Sharing Open Sensor Nodes -- Peer-to-Peer -- Efficient Parallelized Network Coding for P2P File Sharing Applications -- Scheduling Strategy of P2P Based High Performance Computing Platform Base on Session Time Prediction -- An Activeness-Based Seed Choking Algorithm for Enhancing BitTorrent’s Robustness -- Resource Aggregation Effectiveness in Peer-to-Peer Architectures -- Web Services for Deeply Embedded Extra Low-Cost Devices -- A Group-Based Reputation Mechanism for Mobile P2P Networks -- A Partition-Based Broadcast Algorithm over DHT for Large-Scale Computing Infrastructures -- Fault Tolerance -- Novel Crash Recovery Approach for Concurrent Failures in Cluster Federation -- JACEP2P-V2: A Fully Decentralized and Fault Tolerant Environment for Executing Parallel Iterative Asynchronous Applications on Volatile Distributed Architectures -- Performance Evaluation of Scheduling Mechanism with Checkpoint Sharing and Task Duplication in P2P-Based PC Grid Computing -- A Probabilistic Fault-Tolerant Recovery Mechanism for Task and Result Certification of Large-Scale Distributed Applications. |
| Altri titoli varianti | GPC 2009 |
| Record Nr. | UNINA-9910483698903321 |
| Berlin ; ; New York, : Springer, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Model-Driven Development and Operation of Multi-Cloud Applications [[electronic resource] ] : The MODAClouds Approach / / edited by Elisabetta Di Nitto, Peter Matthews, Dana Petcu, Arnor Solberg
| Model-Driven Development and Operation of Multi-Cloud Applications [[electronic resource] ] : The MODAClouds Approach / / edited by Elisabetta Di Nitto, Peter Matthews, Dana Petcu, Arnor Solberg |
| Autore | Di Nitto Elisabetta |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2017 |
| Descrizione fisica | 1 online resource (VIII, 149 p. 49 illus.) |
| Disciplina | 621.382 |
| Collana | PoliMI SpringerBriefs |
| Soggetto topico |
Electrical engineering
Computer communication systems Software engineering Computational intelligence Communications Engineering, Networks Computer Communication Networks Software Engineering Computational Intelligence |
| Soggetto non controllato |
Communications Engineering, Networks
Computer Communication Networks Software Engineering Computational Intelligence |
| ISBN | 3-319-46031-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Cloud Service Offer Selection -- The MODAClouds Model-Driven Development -- QoS Assessment and SLA Management -- Monitoring in a Multi-Cloud Environment -- Load Balancing for Multi-Cloud -- Fault-tolerant Off-line Data Migration: The Hegira4Clouds Approach. -Deployment of Cloud Supporting Services -- Models@Runtime for Continuous Design and Deployment -- Cloud Patterns -- Modelio Project Management Server Constellation -- BPM in the Cloud: The BOC Case -- Healthcare Application -- Operation Control Interfaces -- Conclusion and Future Research. |
| Record Nr. | UNINA-9910166651403321 |
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Di Nitto Elisabetta
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| Cham, : Springer Nature, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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