Algorithms and Architectures for Parallel Processing: 21st International Conference, Ica3pp 2021, Virtual Event, December 3-5, 2021, Proceedings, Part

ISBN-13: 9783030953904 / Angielski / Miękka / 2022 / 824 str.

Yongxuan Lai; Tian Wang; Min Jiang

Spis treści

Blockchain Systems.- StateSnap: A State-Memorized P2P Storage Network for Blockchain NFT Content Data.- Towards Requester-Provider Bilateral Utility Maximization and Collision Resistance in Blockchain-based Microgrid Energy Trading.- Evaluating the Parallel Execution Schemes of Smart Contract Transactions in Different Blockchains: An Empirical Study.- Misbehavior Detection in VANET Based on Federated Learning and Blockchain.- Data Science.- ABE-AC4DDS: An Access Control Scheme based on Attribute-Based Encryption for Data Distribution Service.- An Interactive Visual System for Data Analytics of Social Media.- Auto-Recon: an Automated Network Reconnaissance System Based on Knowledge Graph.- INGCF: An Improved Recommendation Algorithm Based on NGCF.- Distributed and Network-based Computing.- AutoFlow: Hotspot-Aware, Dynamic Load Balancing for Distributed Stream Processing.- BMTP: Combining Backward Matching with Tree-based Pruning for Large-scale Content-based Pub/Sub Systems.- AF-TCP: Traffic Congestion Prediction at Arbitrary Road Segment and Flexible Future Time.- Collaborative QoS Prediction via Context-Aware Factorization Machine.- TDCT: Target-Driven Concolic Testing Using Extended Units by Calculating Function Relevance.- Multi-Task Allocation Based on Edge Interaction Assistance in Mobile Crowdsensing.- A Variable-way Address Translation Cache for the Exascale Supercomputer.- PPCTS: Performance Prediction-based Co-located Task Scheduling in Clouds.- Edge Computing and Edge Intelligence.- Risk-Aware Optimization of Distribution-based Resilient Task Assignment in Edge Computing.- Budget-aware Scheduling for Hyperparameter Optimization Process in Cloud Environment.- Workload Prediction and VM Clustering Based Server Energy Optimization in Enterprise Cloud Data Center.- Soft Actor-Critic-Based DAG Tasks Offloading in Multi-Access Edge Computing with Inter-User Cooperation.- Service Dependability and Security Algorithms.- Sensor Data Normalization among Heterogeneous Smartphones for Implicit Authentication.- Privacy-Preserving and Reliable Federated Learning.- Security Authentication of Smart Grid Based on RFF.- SEPoW: Secure and Efficient Proof of Work Sidechains.- A Spectral Clustering Algorithm Based on Differential Privacy Preservation.- A Compact Secret Image Sharing Scheme Based on Flexible Secret Matrix Sharing Scheme.- Robust Multi-Model Personalized Federated Learning via Model Distillation.- V-EPTD: A Verifiable and Efficient Scheme for Privacy-preserving Truth Discovery.- FedSP: Federated Speaker Verification with Personal Privacy Preservation.- Security Performance Analysis for Cellular Mobile Communication System with Randomly-Located Eavesdroppers.- Short and Distort: A New Manipulation as Opposed to Pump and Dump in the Cryptocurrency Market.- Privacy-preserving Swarm learning Based on Homomorphic Encryption.- Software Systems and Efficient Algorithms.- A modeling and verification method of Modbus TCP / IP protocol.- Completely Independent Spanning Trees in the Line Graphs of Torus Networks.- Adjusting OBSS/PD based on fuzzy logic to improve throughput of IEEE 802.11ax network.- Two-Stage Evolutionary Algorithm Using Clustering for Multimodal Multi-Objective Optimization with Imbalance Convergence and Diversity.- SLA: A Cache Algorithm for SSD-SMR Storage System with Minimum RMWs.- Trajectory Similarity Search with Multi-level Semantics.- Nonnegative Matrix Factorization Framework For disease-related CircRNA prediction.- A Fast Authentication and Key Agreement Protocol Based on Time-sensitive Token for Mobile Edge Computing.- Ferproof: A Constant Cost Range Proof Suitable for Floating-Point Numbers.- NEPG: Partitioning Large-Scale Power-Law Graphs.- Accelerating DCNNs via Cooperative Weight/Activation Compression.- PFA: performance and fairness-aware LLC partitioning method.- SGP: A Parallel Computing Framework for Supporting Distributed Structural Graph Clustering.- LIDUSA -- A Learned Index Structure for Dynamical Uneven Spatial Data.- Why is Your Trojan NOT Responding? A Quantitative Analysis of Failures in Backdoor Attacks of Neural Networks.- OptCL: A Middleware to Optimise Performance for High Performance Domain-Specific Languages on Heterogeneous Platforms.