Algorithms and Architectures for Parallel Processing

Addressing Coupled Constrained Reinforcement Learning via Interative Iteration Design.- A Path Planning and Obstacle Avoidance Method for USV based on Dynamic-Target APF Algorithm in Edge.- Node-Disjoint Paths in Balanced Hypercubes with Application to Fault-Tolerant Routing.- Performance Evaluation of Spark, Ray and MPI: A Case Study on Long Read Alignment Algorithm.- Fairness Analysis and Optimization of BBR Congestion Control Algorithm.- Accelerating QUIC with AF_XDP.- Segmenta: Pipelined BFT Consensus with Slicing Broadcast.- Synthetic Data Generation for Differential Privacy Using Maximum Weight Matching.- Approximate Multicast Coflow Scheduling in Reconfigurable Data Center Networks.- DAS a DRAM-based Annealing System for Solving Large-Scale Combinatorial Optimization Problems.- Inductive Graph Neural Network for Key class identification in software system.- Spatio-temporal Fusion based Low-loss Video Compression Algorithm for UAVs with Limited Processing Capability.- CRAFT: Common Router Architecture For Throughput Optimization.- A Cross-Chain System Supports Verifiable Complete Data Provenance Queries.- Enabling Traffic-differentiated Load Balancing for Datacenter Networks.- Deep Reinforcement Learning based Load Balancing for Heterogeneous Traffic in Datacenter Networks.- Adaptive Routing for Datacenter Networks Using Ant Colony Optimization.- MPC: a novel internal clustering validity index based on midpoint-involved distance.- HAECN: Hierarchical Automatic ECN Tuning with Ultra-low Overhead in Datacenter.- An Android Malware Detection Method based on Met a path Aggregated Graph Neural Network.- A Joint Resource Allocation and Task Offloading Algorithm in Satellite Edge Computing.- gGMED: Towards GPU Accelerated Geometric Modeling Evaluation and Derivative Processes.- Parallelized ADMM with General Objectives for Deep Learning.- Multi-view Neighbor-enriched Contrastive Learning Framework for Bundle Recommendation.- Efficient Respiration Rate Estimation Based on MIMO mmWave Radar.- Running serverless function on resource fragments in data center.- IKE: Threshold Key Escrow Service with Intermediary Encryption.- A Constructive Method for Data Reduction and Imbalanced Sampling.- Period Extraction for Traffic Flow Prediction.