Algorithms and Architectures for Parallel Processing

Short Video Account Influence Evaluation Model Based on Improved SF-UIR Algorithm.- Deep Hash Learning of Feature-Invariant Representation for Single-label and Multi-label Retrieval.- Generative Adversarial Network Based Asymmetric Deep Cross-modal Unsupervised Hashing.- CFDM-IME A Collaborative Fault Diagnosis Method For Intelligent Manufacturing Equipment.- DFECTS A Deep Fuzzy Ensemble Clusterer for Time Series.- Energy-aware Smart Task Scheduling in Edge Computing Networks with A3C.- BACTDS Blockchain-based Fined-grained Access Control Scheme with Traceablity for IoT Data Sharing.- DeepLat Achieving Minimum Worst Case Latency for DNN Inference with Batch-Aware Dispatching.- Privacy-Preserving and Reliable Distributed Federated Learning.- Joint Optimization of Request Scheduling and Container Prewarming in Serverless Computing.- Multi-Stage Optimization of Incentive Mechanisms for  Mobile Crowd Sensing based on Top-Trading Cycles.- A Chained Forwarding Mechanism for Large Messages.- TDC Pool-level object cache replacement algorithm based on temperature density.- Smart DAG Task Scheduling based on MCTS Method of Multi-Strategy Learning.- CT-Mixer Exploiting Multiscale Design for Local-global Representations Learning.- FedQL Q-learning Guided Aggregation for Federated Learning.- An Adaptive Instruction Set Encoding Automatic Generation Method for VLIW.- FastDet Detecting Encrypted Malicious Traffic Faster via Early Exit.- Real-EVE Real-time Edge-assist Video Enhancement for Joint Denoising and Super-resolution.- Optimizing the Parallelism of Communication and Computation in Distributed Training Platform.- FedSC Compatible Gradient Compression for Communication-Efficient Federated Learning.- Joint Video Transcoding and Representation Selection for Edge-Assisted Multi-Party Video Conferencing.- Performance Comparison of Distributed DNN Training on Opticalversus Electrical Interconnect Systems.- Dynamic Path Planning Based on Traffic Flow Prediction and Traffic Light Status.- A Time Series Data Compression Co-processor Based on RISC-V Custom Instructions.- MSIN An Efficient Multi-head Self-Attention Framework for Inertial Navigation.- AbsorbDeadlock Resolution for 2.5D Modular Chiplet Based Systems.- A Multi-Server Authentication Scheme based on Fuzzy Extractor.