IEEE Transactions on Parallel and Distributed Systems

Title Publication Date Language Citations
Real-Time Offloading for Dependent and Parallel Tasks in Cloud-Edge Environments Using Deep Reinforcement Learning2024/03/01
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training2024/04/01
Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua University2024/01/01
CHEESE: Distributed Clustering-Based Hybrid Federated Split Learning Over Edge Networks2023/12/01
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs2023/12/01
Efficient Blockchain-Based Data Integrity Auditing for Multi-Copy in Decentralized Storage2023/12/01
Parallel and Distributed Bayesian Network Structure Learning2024/04/01
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution2023/12/01
Communication Optimization Algorithms for Distributed Deep Learning Systems: A Survey2023/12/01
Batch Jobs Load Balancing Scheduling in Cloud Computing Using Distributional Reinforcement Learning2024/01/01
FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training2024/02/01
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation2024/01/01
A High-Performance and Energy-Efficient Photonic Architecture for Multi-DNN Acceleration2024/01/01
AutoRS: Environment-Dependent Real-Time Scheduling for End-to-End Autonomous Driving2023/12/01
A High-Performance Genomic Accelerator for Accurate Sequence-to-Graph Alignment Using Dynamic Programming Algorithm2024/02/01
Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal2024/01/01
Efficient Edge Data Management Framework for IIoT via Prediction-Based Data Reduction2023/12/01
AtRec: Accelerating Recommendation Model Training on CPUs
Taking RNA-RNA Interaction to Machine Peak
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection
DMA-Assisted I/O for Persistent Memory2024/05/01
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU
Resource Aware Clustering for Tackling the Heterogeneity of Participants in Federated Learning2024/01/01
Parallel Computation of Dominance Scores for Multidimensional Datasets on GPUs
PROV-IO: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems2024/05/01
HybridChain: Fast, Accurate, and Secure Transaction Processing With Distributed Learning
Serpens: A High Performance FaaS Platform for Network Functions2023/08/01
Fold3D: Rethinking and Parallelizing Computational and Communicational Tasks in the Training of Large DNN Models2023/05/01
Sparse Symmetric Format for Tucker Decomposition2023/06/01
Exploring Fine-Grained In-Memory Database Performance for Modern CPUs2023/01/01