Algorithms and Architectures for Parallel Processing: 20th International Conference, Ica3pp 2020, New York City, Ny, Usa, October 2-4, 2020, Proceedin, Qiu Meikang
Описание: Understanding Privacy-preserving Techniques in Digital Cryptocurrencies.- LNBFSM: A Food Safety Management System Using Blockchain and Lightning Network.- Reputation-based Trustworthy Supply Chain Management Using Smart Contract.- Content-aware Anomaly Detection with Network Representation Learning.- Blockchain Based Data Integrity Verification for Cloud Storage with T-Merkle Tree.- IM-ACS： An Access Control Scheme Supporting Informal non-Malleable Security in Mobile Media Sharing System.- Blockchain-Based Secure and Privacy-Preserving Clinical Data Sharing and Integration.- Blockchain Meets DAG: A BlockDAG Consensus Mechanism.- Dynamic Co-located VM Detection and Membership Update for Residency Aware Inter-VM Communication in Virtualized Clouds.- An attack-immune trusted architecture for supervisory intelligent terminal.- A simulation study on block generation algorithm based on TPS model.- Improving iForest for Hydrological Time Series Anomaly Detection.- Machine Learning-based Attack Detection Method in Hadoop.- Profiling-based Big Data Workflow Optimization in a Cross-Layer Coupled Design Framework.- Detection of Loose Tracking Behavior over Trajectory Data.- Behavioral fault modeling and analysis with BIP: A Wheel Brake System Case Study.- H2P: A Novel Model to Study the Propagation of Modern Hybrid Worm in Hierarchical Networks.- Design of six-rotor drone based on target detection for intelligent agriculture.- Consensus in Lens of Consortium Blockchain: An Empirical Study.- Collaborative design service system based on ceramic cloud service platform.- Towards NoC protection of HT-Greyhole attack.- Cross-Shard Transaction Processing in Sharding Blockchains.- Lexicon-Enhanced Transformer With Pointing For Domains Specific Generative Question Answering.- Design of Smart Home System Based on Collaborative Edge Computing and Cloud Computing.- Classification of Depression Based on Local Binary Pattern and Singular Spectrum Analysis.- Cloud Allocation and Consolidation Based on a Scalability Metric.- Adversarial Attacks on Deep Learning Models of Computer Vision: A Survey.- PLRS: Personalized literature hybrid recommendation system with paper influence- FleetChain: A Secure Scalable and Responsive Blockchain Achieving Optimal Sharding.- DSBFT: A Delegation based Scalable Byzantine False Tolerance Consensus Mechanism.- A Privacy-Preserving Approach for Continuous Data Publication.- Web Attack Detection based on User Behaviour Semantics.- A Supervised Anonymous Issuance scheme of Central Bank Digital Currency based on Blockchain.- IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification.- A Multi-Level Features Fusion Network for Detecting Obstructive Sleep Apnea Hypopnea Syndrome.- BIMP: Blockchain-Based Incentive Mechanism With Privacy Preserving in Location Proof.- Indoor Positioning and Prediction in Smart Elderly Care: Model, System and Applications.- Research on Stylization Algorithm of Ceramic Decorative Pattern Based on Ceramic Cloud Design Service Platform- Blockchain Consensus Mechanisms and Their Applications in IoT: A Literature Survey.- Towards A secure Communication of Data in IoT Networks: A Technical Research Report.- B Efficient Thermography Guided Learning for Breast Cancer Detection.- PTangle: A Parallel Detector for Unverified Blockchain Transactions.- DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks For Distributed Class-Imbalance Learning.- Effective Sentiment Analysis for Multimodal Review Data on the Web.- Digital Currency Investment Strategy Framework Based on Ranking- Authentication Study for Brain-based Computer Interfaces using Music Stimulations.- An Ensemble Learning Approach to Detect Malwares Based on Static Information.- Automatic Medical Image Report Generation With Multi-View and Multi-Modal Attention Mechanism.
Описание: The papers are organized in topical sections on graph algorithms, graph theory, combinatorial optimization, distributed algorithms, combinatorial algorithms, and computational complexity.
Описание: This book constitutes the proceedings of the 7th International Conference on Algorithms for Computational Biology, AlCoB 2020, was planned to be held in Missoula, MT, USA in April 2020.
Описание: This book constitutes the proceedings of the 5th International Conference on Electronic Voting, E-Vote-ID 2020, held online -due to COVID -19- in Bregenz, Austria, in October 2020.
Описание: The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020.
Distributing Data in Real Time Spatial Data Warehouse.- Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture.- DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets.- Embedding Augmented Cubes into Grid Networks for Minimum Wirelength.- ELVMC: A predictive energy-aware algorithm for virtual machine consolidation in cloud computing.- Design of a convolutional neural network instruction set based on RISC-V and its microarchitecture implementation.- Optimizing accelerator on FPGA for Deep Convolutional Neural Networks.- HpQC: A new efficient quantum computing simulator.- Outsourced Privacy-Preserving Reduced SVM among Multiple Institutions.- A Distributed Business-aware Storage Execution Environment Towards Large-scale Applications.- QoS-Aware and Fault-Tolerant Replica Placement.- Neural network compression and acceleration by federated pruning.- Scalable Aggregation Service for Satellite Remote Sensing Data.- Edge-assisted Federated Learning: An Empirical Study from Software Decomposition Perspective.- A Dynamic Partitioning Framework for Edge-assisted Cloud Computing.- An OpenMP-based Parallel Execution of Neural Networks Specified in NNEF.- Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities.- A Novel Clustering-based Filter Pruning Method for Efficient Deep Neural Networks.- Fast Segmentation-based Object Tracking Model for Autonomous Vehicles.- Defending Adversarial Examples in Computer Vision based on Data Augmentation Techniques.- User Recruitment with Budget Redistribution in Edge-aided Mobile Crowdsensing.- Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles.- A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering.- Clustering by Unified Principal Component Analysis and Fuzzy c-means with Sparsity Constraint.- A Hierarchical-Tree-based Method for Generative Zero-Shot Learning.- Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm.- I am Smartglasses, and I can Assist Your Reading.- CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and its Asynchronous Parallel Variants.- A Quantum Computer Operating System.- Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency.- MEFE: A Multi-fEature Knowledge Fusion and Evaluation method based on BERT.- Comparative Analysis of Three Kinds of Laser SLAM Algorithms.- Aspect-level Sentiment Difference Feature Interaction Matching Model based on Multi-round Decision Mechanism.- Horus: An Interference-aware Resource Manager for Deep Learning Systems.- Attribute Bagging-Based Extreme Learning Machine.- A Semi-Supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain.- Research Progress of Zero-Shot Learning Beyond Computer Vision.- An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union.- A Hot/Cold Task Partition for Energy-efficient Neural Network Deployment on Heterogeneous Edge Device.- Towards energy efficient architecture for spaceborne Neural Networks computation.- Roda: A Flexible Framework for Real-time On-demand Data Aggregation.- Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree.- Stochastic Model-based Quantitative Analysis of Edge UPF Service Dependability.- QoE Estimation of DASH-based Mobile Video Application using Deep Reinforcement Learning.- Modeling and Analyzing for Data Durability Towards Cloud Storage Services.- CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems.- CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase based Regularized Dictionary Learning.- Recommendation with Temporal Dynamics Based on Sequence Similarity Search.- A Software Stack for Co
Описание: This book constitutes the proceedings of the 26th International Conference on Parallel and Distributed Computing, Euro-Par 2020, held in Warsaw, Poland, in August 2020. They deal with parallel and distributed computing in general, focusing on support tools and environments; theory and algorithms for parallel and distributed processing;
Описание: PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction.- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning.- Flexible Data Flow Architecture for Embedded Hardware Accelerators.- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement.- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA.- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation.- Out-of-Core GPU-Accelerated Causal Structure Learning.- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops.- A Solution for High Availability Memory Access.- Verication of Microservices Using Metamorphic Testing.- A New Robust and Reversible Watermarking Technique Based on Erasure Code.- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes.- Automatic Optimization of Python Skeletal Parallel Programs.- Distributed & Parallel & Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks.- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs.- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information.- Which Node Properties Identify the Propagation Source in Networks?.- t/t-Diagnosability of BCube Network.- Strark-H: A Strategy for Spatial Data Storage to Improve Query Efficiency Based on Spark.- Multitask Assignment Algorithm Based on Decision Tree in Spatial Crowdsourcing Environment.- TIMOM: a novel time in uence multi-objective optimization cloud data storage model for business process management.- RTEF-PP: A Robust Trust Evaluation Framework with Privacy Protection for Cloud Services Providers.- A Privacy-Preserving Access Control Scheme with Veri able and Outsourcing Capabilities in Fog-Cloud Computing.- Utility-aware Edge Server Deployment in Mobile Edge Computing.- Predicting Hard Drive Failures for Cloud Storage Systems.- Efficient Pattern Matching on CPU-GPU Heterogeneous Systems.- Improving Performance of Batch Point-to-point Communications by Active Contention Reduction through Congestion-avoiding Message Scheduling.- Applications of Distributed & Parallel Computing.- An Open Identity Authentication Scheme Based on Blockchain.- RBAC-GLA role-based access control gasless architecture of consortium blockchain.- Developing Patrol Strategies for the Cooperative Opportunistic Criminals.- Deep Learning vs. Traditional Probabilistic Models: Case Study on Short Inputs for Password Guessing.
PPS: A Low-Latency and Low-Complexity switching architecture based on packet prefetch and arbitration prediction.- SWR: Using Windowed Reordering to Achieve Fast and Balanced Heuristic for Streaming Vertex-Cut Graph Partitioning.- Flexible Data Flow Architecture for Embedded Hardware Accelerators.- HBL-Sketch: a New Three-tier Sketch for Accurate Network Measurement.- Accelerating Large Integer Multiplication Using Intel AVX-512IFMA.- A Communication-Avoiding Algorithm for Molecular Dynamics Simulation.- Out-of-Core GPU-Accelerated Causal Structure Learning.- Accelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops.- A Solution for High Availability Memory Access.- Verication of Microservices Using Metamorphic Testing.- A New Robust and Reversible Watermarking Technique Based on Erasure Code.- Exit-Less Hypercall: Asynchronous System Calls in Virtualized Processes.- Automatic Optimization of Python Skeletal Parallel Programs.- Distributed & Parallel & Network-based Computing Impromptu Rendezvous Based Multi-Threaded Algorithm for Shortest Lagrangian Path Problem on Road Networks.- FANG: Fast and E cient Successor-State Generation for Heuristic Optimization on GPUs.- DETER: Streaming Graph Partitioning via Combined Degree and Cluster Information.- Which Node Properties Identify the Propagation Source in Networks?.- t/t-Diagnosability of BCube Network.- Strark-H: A Strategy for Spatial Data Storage to Improve Query Efficiency Based on Spark.- Multitask Assignment Algorithm Based on Decision Tree in Spatial Crowdsourcing Environment.- TIMOM: a novel time in uence multi-objective optimization cloud data storage model for business process management.- RTEF-PP: A Robust Trust Evaluation Framework with Privacy Protection for Cloud Services Providers.- A Privacy-Preserving Access Control Scheme with Veri able and Outsourcing Capabilities in Fog-Cloud Computing.- Utility-aware Edge Server Deployment in Mobile Edge Computing.- Predicting Hard Drive Failures for Cloud Storage Systems.- Efficient Pattern Matching on CPU-GPU Heterogeneous Systems.- Improving Performance of Batch Point-to-point Communications by Active Contention Reduction through Congestion-avoiding Message Scheduling.- Applications of Distributed & Parallel Computing.- An Open Identity Authentication Scheme Based on Blockchain.- RBAC-GLA role-based access control gasless architecture of consortium blockchain.- Developing Patrol Strategies for the Cooperative Opportunistic Criminals.- Deep Learning vs. Traditional Probabilistic Models: Case Study on Short Inputs for Password Guessing.
Описание: Full Papers.- Reinforcement Learning based Group Event Invitation Algorithm.- OSCD: An Online Charging Scheduling Algorithm to Optimize Cost and Smoothness.- Maximizing The Expected In uence in Face of The Non-Progressive Adversary.- A Novel Anti-attack Revenue Optimization Algorithm in the Proof-of-work based Blockchain.- Can the Max-Min Fair Allocation be Trustful in a Centralized Resource System.- A Novel Blockchain Network Structure Based on Logical Nodes.- Dynamic Distribution Routing Algorithm Based on Probability for Maritime Delay Tolerant Networks.- Learning-Aided Mobile Charging for Rechargeable Sensor Networks.- A Social Relationship Enabled Cooperative Jamming Scheme for Wireless Communications.- Multi-Job Associated Task Scheduling based on Task Duplication and Insertion for Cloud Computing.- Communication-Efficient and Privacy-Preserving Protocol for Computing Over-Threshold Set-Union.- Approximation Algorithm for the Offloading Problem in Edge Computing.- Quality of Service Optimization in Mobile Edge Computing Networks via Deep Reinforcement Learning.- Camera Style Guided Feature Generation for Person Re-Identification.- Sync or Fork: Node-Level Synchronization Analysis of Blockchain.- Multi-user Cooperative Computation Offloading in Mobile Edge Computing.- SDTCNs: A Symmetric Double Temporal Convolutional Network for Chinese NER.- Verifiable Encrypted Search with Forward Secure Updates for Blockchain-based System.- Capacity Analysis of Ambient Backscatter System with Bernoulli Distributed Excitation.- Multiset Synchronization with Counting Cuckoo Filters.- Privacy-Aware Online Task Offloading for Mobile-Edge Computing.- A Class Incremental Temporal-Spatial Model Based on Wireless Sensor Networks for Activity Recognition.- Sensor Deployment for Composite Event Monitoring in Battery-free Sensor Networks.- Optimizing Motion Estimation With an ReRAM-based PIM Architecture.- Trajectory-based Data Delivery Algorithm in Maritime Vessel Networks based on Bi-LSTM.- Cold start and Learning Resource Recommendation Mechanism Based on Opportunistic network in the context of campus collaborative learning.- Outsourced Multi-Authority ABE with White-box Traceability for Cloud-IoT.- Deep Learning Enabled Quickest Detection of Identity Spoo ng Attacks.- On-Line Learning-Based Allocation of Base Stations and Channels in Cognitive Radio Networks.- A Deep Spatial-Temporal Network for Vehicle Trajectory Prediction.- Beamforming for MISO Cognitive Radio Networks Based on Successive Convex Approximation.- K-Anonymous Privacy Preserving Scheme Based on Bilinear Pairings over Medical Data.- Incentive Mechanism for Socially-Aware Mobile Crowdsensing: A Bayesian Stackelberg Game.- Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks.- An improved parallel network tra c anomaly detection method based on Bagging and GRU.- Joint Server Selection and SFC Routing for Anycast in NFV-enabled SDNs.- Blockchain-based Privacy-preserving Dynamic Spectrum Sharing.- A Survey: Applications of Blockchains in the Internet of Vehicles.- A Secure Topology Control Mechanism for SDWSNs Using Identity-based Cryptography.- A Blockchain-Based Decentralized Public Auditing Scheme for Cloud Storage.- A New Fully Homomorphic Signatures from Standard Lattices.- An Efficient Malicious User Detection Mechanism for Crowdsensing System.- Implementation of Video Transmission over Maritime Ad Hoc Network.- A Reliable Multi-task Allocation Based on Reverse Auction for Mobile Crowdsensing.- A Blockchain based Privacy-Preserving Cloud Service Level Agreement Auditing Scheme.- CPBA: An Efficient Conditional Privacy-preserving Batch Authentication Scheme for VANETs.- Consensus in Wireless Blockchain System.- Blockchain-based Service Recommendation Supporting Data Sharing.- Multi-objective disaster backup in inter-datacenter using reinforcement learning.- Detecting Internet-scale NATs for IoT Devices Based on Tri-net.- Data integrity
Описание: This volume constitutes the refereed proceedings of the 9th International Conference on Image and Signal Processing, ICISP 2020, which was due to be held in Marrakesh, Morocco, in June 2020. The contributions presented in this volume were organized in the following topical sections: digital cultural heritage & color and spectral imaging;
Описание: This book constitutes the refereed proceedings of the 11th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2020, held in Hangzhou, China, in July 2020. The 24 full papers and 5 short papers presented were carefully reviewed and selected from 36 submissions. and computer vision and image understanding.
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