Parallel Architectures, Algorithms and Programming: 11th International Symposium, Paap 2020, Shenzhen, China, December 28-30, 2020, Proceedings, Ning Li, Chau Vincent, Lau Francis
Описание: This book constitutes the refereed proceedings of the 10th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2019, held in Guangzhou, China, in December 2019.The 39 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 121 submissions.
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: This volume constitutes the refereed post-conference proceedings of the 5th International Conference on Machine Learning and Intelligent Communications, MLICOM 2020, held in Shenzhen, China, in September 2020. machine learning algorithm and Intelligent networks.
Adaptive Multiple-view Label Propagation for Semi-Supervised Classication.- Container Damage Identication based on Fmask-RCNN.- Multiagent Reinforcement Learning for Combinatorial Optimization.- Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for An Anchor-Hole Driller.- Exploring Multi-scale Deep Encoder-decoder and PatchGAN for Perceptual Ultrasound Image Super-resolution.- Reliable neighbors-based Collaborative Filtering for Recommendation Systems.- Downhole condition identication for geological drilling processes based on qualitative trend analysis and expert rules.- Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems.- Mengh Generalized Locally-linear embedding: A Neural Network Implementation.- Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine.- Tailored Pruning via Rollback Learning.- Coordinative Hyper-Heuristic Resource Scheduling in Mobile Cellular Networks.- Latent Sparse Discriminative Learning for Face Image Set Classication.- Sparse multi-task least-squares support vector machine.- Discriminative Subspace Learning for Cross-view Classication with Simultaneous Local and Global Alignment.- A Recognition Method of Hand Gesture based on Dual-SDAE.- Image Generation from Layout via Pair-wise RaGAN.- Learning Unsupervised Video Summarization with Semantic-consistent Network.- Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables.- 2-Dimensional Interval Neutrosophic Linguistic Numbers and Their Utilization in Group Decision Making.- Cross-Modal N-Pair Network for Generalized Zero-Shot Learning.- A Bi-Directional Relation Aware Network for Link Prediction in Knowledge Graph.- Deep K-Means: A Simple and Eective Method for Data Clustering.- Brain Storm Optimization Algorithms: A Brief Review.- A Binary Superior Tracking Articial Bee Colony for Feature Selection.- A Hybrid Neural Network RBERT-C based on Pre-trained RoBERTa and CNN for User Intent Classication.- Image Registration Algorithm Based on Manifold Regularization with Thin-plate Spline Model.- Optimal Control of Nonlinear Time-delay Systems with Input Constraints Using Reinforcement Learning.- Disaggregated Power System Signal Recognition using Capsule Network.- Design of echo state network with coordinate descent method and l1 regularization.- An advanced actor-critic algorithm for training video game AI.- Neural Network-Based Adaptive Control for EMS Type Maglev Vehicle Systems with Time-Varying Mass.- A Novel Collision-Avoidance TDMA MAC Protocol for Fog-assisted VCNs.- Design optimization of plate-n heat exchanger using sine cosine algorithm.- Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea.- Scalable Multi-Agent Reinforcement Learning Architecture for Semi-MDP Real-Time Strategy Games.- Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction.- Multi-period Distributed Delay-sensitive Tasks Ooading in a Two-layer Vehicular Fog Computing Architecture.- Template-Enhanced Aspect Term Extraction with Bi-contextual Convolutional Neural Networks.- Privacy Sensitive Large-Margin Model for Face De-identication.- Balancing of Bike-sharing networks via constrained model predictive control.- RLV Reentry Trajectory Optimization Design Based on Improved Differential Evolution Algorithm.- A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition.
Описание: This book constitutes the refereed proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2021 held in Shenzhen, China, in March 2021.The 47 full papers and 14 short papers were carefully reviewed and selected from 120 submissions. dynamic multi-objective optimization;
Описание: 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014.- Workshop on Computing, Communication and Control Technologies in Intelligent Transportation System, 3C in ITS 2014.- Workshop on Security and Privacy in Computer and Network Systems, SPCNS 2014.
COMBS: First Open-Source based Benchmark Suite for Multi-Physics Simulation Relevant HPC Research.- Efficient Sorting and Join on NVM-Based Hybrid Memory.- Parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs.- Procedure and Loop Level Speculative Parallelism Analysis in HPEC.- CTA: A Critical Task Aware Scheduling Mechanism for Dataflow Architecture.- An Adaptive Thread Partitioning Approach in Speculative Multithreading.- PMC-based dynamic adaptive CPU and DRAM power modeling.- A Multi-threaded Algorithm for Capacity Constrained Assignment over Road Networks.- A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierachical Structure.- An Improved Heterogeneous Dynamic List Schedule Algorithm.- FastThetaJoin: An Optimization on Multi-way Data Stream $\theta$-join with Range Constraints.- A Distributed Framework for Online Stream Data Clustering.- End-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks.- Broad Learning System with Proportional-Integral-Differential Gradient Descent.- Accelerating De Novo Assembler WTDBG2 on Commodity Servers.- Typing Everywhere With EMG Keyboard: A Novel Myo Armband-based HCI Tool.- Accelerating Pattern Matching on Intel Xeon Phi Processors.- Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores.- Performance Optimization for Feature Extraction Section of DeepChem.- Principal Component Analysis Based Fingerprint Positioning.- Priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing.- VTC: a scheduling framework between soft real-time and hard real-time on multimedia OS.- A BSP Based Approach For NFAs Intersection.- Tight Bound of Parallel Request Latency for Erasure-Coded Distributed Storage System.- High-Performance Simulations on GPUs using Adaptive Time Steps.- Performance Modeling of Stencil Computation on SW26010 Processors.- Optimizing B+-Tree Searches on coupled CPU-GPU architectures.- OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs.- CANRT: A Client-Active NVM-based Radix Tree for Fast Remote Access.- Distributed and Parallel Ensemble Classification for Big Data Based on Kernel Density Estimation and Random Sample Partition.- SWAF: A Distributed Solar WSN Adaptive Framework.- Formalizing and Verifying Decentralized Systems with Extended Concurrent Separation Logic.- PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations.- Decentralized Expectation Maximization Algorithm.- Towards a Deep-pipelined Architecture for Accelerating Deep GCN on a Multi-FPGA Platform.- Linear Scalability from Sharding and PoS.- Tree2tree Structural Language Modeling for Compiler Fuzzing.- Research and Design of Distribution Equipment Health Early Warning System.- Parallel Processing Algorithms for the Vehicle Routing Problem and its Variants: A Literature Review with a Look into the Future.- Multi-Scaled Non-Local Means Parallel Filters for Medical Image Denoising.- Optimized HybridSketch: More Efficient with Analysis and Algorithm.- An Overlapping Community Detection Algorithm based on Triangle Reduction Weighted for Large-scale Complex Network.- Parallel Belief Propagation Optimized by Coloring on GPUs.- A Multiplatform Parallel Approach for Lattice Sieving Algorithms.- Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study.- Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading.- Beacons Selection Based Localization in Wireless Sensor Networks.- A Periodic Variable Star Observation System with High Accuracy Based on Star Sensors.
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: They cover all aspects of the design, semantics, theory, applications, implementations, and teaching of declarative programming focusing on topics such as functional programming, logic programming, declarative programming, constraint programming, formal method, model checking, program transformation, program refinement, and type theory.
Описание: This book constitutes the proceedings of the 21st International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2020, which took place in Shenzhen, China, during December 28-30, 2020.The 34 full papers included in this volume were carefully reviewed and selected from 109 submissions.
Описание: 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014.- 1st International Workshop on Emerging Topics in Wireless and Mobile Computing, ETWMC 2014.- 5th International Workshop on Intelligent Communication Networks, IntelNet 2014.- 5th International Workshop on Wireless Networks and Multimedia, WNM 2014.
Описание: This book constitutes the proceedings of the 18th Asian Symposium on Programming Languages and Systems, APLAS 2020, held in Fukuoka, Japan, in December 2020.*The 19 papers presented in this volume were carefully reviewed and selected from 46 submissions.
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