Algorithms and Architectures for Parallel Processing: 21st International Conference, ICA3PP 2021, Virtual Event, December 3-5, 2021, Proceedings, Part, Lai Yongxuan, Wang Tian, Jiang Min
Описание: The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.
Agent and Multi-Agent Systems, Planning and Reinforcement Learning.- A Conversational Agent to Support Hospital Bed Allocation.- A Protocol for Argumentation-based Persuasive Negotiation Dialogues.- Gradient Estimation in Model-Based Reinforcement Learning: a Study on Linear Quadratic Environments.- Intelligent Agents for Observation and Containment of Malicious Targets Organizations.- MAS4GC: Multi-Agent System for Glycemic Control of Intensive Care Unit Patients.- On the impact of MDP design for Reinforcement Learning agents in Resource Management.- Slot Sharing Mechanism in Multi-Domain Dialogue Systems.- Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization.- A Graph-based crossover and soft-repair operators for the Steiner Tree Problem.- A Modified NSGA-DO for Solving Multiobjective Optimization Problems.- An Enhanced TSP-based Approach for Active Debris Removal Mission Planning.- Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems.- Hyper-Heuristic based NSGA-III for the Many-Objective Quadratic Assignment Problem.- I2DE: Improved Interval Differential Evolution for Numerical Constrained Global Optimization.- Improving a genetic clustering approach with a CVI-based objective function.- Improving particle swarm optimization with self-adaptive parameters, rotational invariance, and diversity control.- Improving Rule Based and Equivalent Decision Simplifications for Bloat Control in Genetic Programming Using a Dynamic Operator.- Lackadaisical quantum walk in the hypercube to search for multiple marked vertices.- On the Analysis of CGP Mutation Operators when Inferring Gene Regulatory Networks using scRNA-Seq Time Series Data.- Online selection of heuristic operators with Deep Q-Netowrk: a study on the HyFlex Framework.- Knowledge Representation, Logic and Fuzzy Systems.- A Systematic Approach to Define Semantics for Prioritised Logic Programs.- Active Learning and Case-Based Reasoning for the Deceptive Play in the Card Game of Truco.- ASPIC? and the Postulates of Non-Interference and Crash-Resistance.- On the Refinement of Compensation-based Semantics for Weighted Argumentation Frameworks.- Ontology based classification of electronic health records to support value-based health care.- Machine Learning and Data Mining.- A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data.- A Comparative Study on Concept Drift Detectors for Regression.- A Kullback-Leibler divergence-based locally linear embedding method: a novel parametric approach for cluster analysis.- Classifying Potentially Unbounded Hierarchical Data Streams with Incremental Gaussian Naive Bayes.- Coarsening Algorithm via Semi-Synchronous Label Propagation for Bipartite Networks.- Evaluating Clustering Meta-Features for Classifier Recommendation.- Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.- Interpreting classification models using feature importance based on marginal local effects.- On the generalizations of the Choquet integral for application in FRBCs.- Optimizing Diffusion Rate and Label Reliability in a Graph-based Semi-supervised Classifier.- Tactical Asset Allocation through Random Walk on Stock Network.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
Описание: The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.
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.
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.
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: This book constitutes the refereed conference proceedings of the 12th International Conference on Algorithms and Complexity, CIAC 2019, held as a virtual event, in May 2021. The 28 full papers presented together with one invited lecture and 2 two abstracts of invited lectures were carefully reviewed and selected from 78 submissions.
Описание: This book constitutes the refereed proceedings of the 26th Australasian Conference on Information Security and Privacy, ACISP 2021, held in Perth, WA, Australia, in November 2021.The 35 full papers presented were carefully revised and selected from 157 submissions.
Описание: This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2021, which took place during December 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 full and 3 short papers included in this volume were carefully reviewed and selected from 41 submissions.
Описание: This book constitutes the proceedings of the 15th International Conference on Algorithmic Aspects in Information and Management, AAIM 2021, which was held online during December 20-22, 2021. The conference was originally planned to take place in Dallas, Texas, USA, but changed to a virtual event due to the COVID-19 pandemic.
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