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IEEE Transactions on Parallel and Distributed Systems, Volume 35
Volume 35, Number 1, January 2024
- Qiufen Xia
, Zhiwei Jiao
Online Learning Algorithms for Context-Aware Video Caching in D2D Edge Networks. 1-19 - Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian:
Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs. 20-33 - Qixiang Chen
CLIC: An Extensible and Efficient Cross-Platform Data Analytics System. 34-45 - Yuan Li
A High-Performance and Energy-Efficient Photonic Architecture for Multi-DNN Acceleration. 46-58 - Fangming Liu
Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal. 59-72 - Isam Mashhour Al Jawarneh
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor. 73-88 - Zhe Jiang
Hopscotch: A Hardware-Software Co-Design for Efficient Cache Resizing on Multi-Core SoCs. 89-104 - Zichuan Xu
Enabling Streaming Analytics in Satellite Edge Computing via Timely Evaluation of Big Data Queries. 105-122 - Yunqi Gao
US-Byte: An Efficient Communication Framework for Scheduling Unequal-Sized Tensor Blocks in Distributed Deep Learning. 123-139 - Changlong Li
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap. 140-153 - Qiliang Li
Enabling Efficient Erasure Coding in Disaggregated Memory Systems. 154-168 - Tiangang Li
Batch Jobs Load Balancing Scheduling in Cloud Computing Using Distributional Reinforcement Learning. 169-185 - Yaozheng Fang
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation. 186-202
Volume 35, Number 2, February 2024
- Ajay Singh
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization. 203-220 - Zhiyuan Wang
FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training. 221-236 - Gang Zeng
A High-Performance Genomic Accelerator for Accurate Sequence-to-Graph Alignment Using Dynamic Programming Algorithm. 237-249 - Junyan Qian
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays. 250-263 - Yong Dong
Faster and Scalable MPI Applications Launching. 264-279 - Jing Wu
Graft: Efficient Inference Serving for Hybrid Deep Learning With SLO Guarantees via DNN Re-Alignment. 280-296 - Ning Li
TCSA: Efficient Localization of Busy-Wait Synchronization Bugs for Latency-Critical Applications. 297-309 - Hao-Rui Chen
Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices. 310-323 - Zhao Liu
SunwayLB: Enabling Extreme-Scale Lattice Boltzmann Method Based Computing Fluid Dynamics Simulations on Advanced Heterogeneous Supercomputers. 324-337 - Javier Navaridas
Understanding the Impact of Arbitration in MZI-Based Beneš Switching Fabrics. 338-348 - Jiaqi Yang
Versa-DNN: A Versatile Architecture Enabling High-Performance and Energy-Efficient Multi-DNN Acceleration. 349-361 - Dongyu Zheng
Power Demand Reshaping Using Energy Storage for Distributed Edge Clouds. 362-376
Volume 35, Number 3, March 2024
- Di Wu
EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning. 377-390 - Xing Chen
Real-Time Offloading for Dependent and Parallel Tasks in Cloud-Edge Environments Using Deep Reinforcement Learning. 391-404 - Linpeng Jia
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting. 405-420 - Daoce Wang
TAC+: Optimizing Error-Bounded Lossy Compression for 3D AMR Simulations. 421-438 - Weiling Yang
Optimizing Full-Spectrum Matrix Multiplications on ARMv8 Multi-Core CPUs. 439-454 - Guangjing Huang
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis. 455-469 - Fatemeh Elahi, Mahmood Fazlali
Parallel Fractional Stochastic Gradient Descent With Adaptive Learning for Recommender Systems. 470-483 - Vinicius S. da Silva, Everton Camargo de Lima, Janaina Schwarzrock
Synergistically Rebalancing the EDP of Container-Based Parallel Applications. 484-498 - Jialun Li
EvoGWP: Predicting Long-Term Changes in Cloud Workloads Using Deep Graph-Evolution Learning. 499-516
Volume 35, Number 4, April 2024
- Jian Yang
Parallel and Distributed Bayesian Network Structure Learning. 517-530 - Jie Song
CloudSimPer: Simulating Geo-Distributed Datacenters Powered by Renewable Energy Mix. 531-547 - Jie Xu
X-Shard: Optimistic Cross-Shard Transaction Processing for Sharding-Based Blockchains. 548-559 - Zhaojie Wen
Joint Optimization of Parallelism and Resource Configuration for Serverless Function Steps. 560-576 - Dongsheng Li
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training. 577-591 - Meilin Yang
FedHAP: Federated Hashing With Global Prototypes for Cross-Silo Retrieval. 592-603 - Amanda Jayanetti
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers. 604-615 - Jianyuan Lu
CloudSentry: Two-Stage Heavy Hitter Detection for Cloud-Scale Gateway Overload Protection. 616-633 - Subhadeep Karan, Zainul Abideen Sayed
End-to-End Bayesian Networks Exact Learning in Shared Memory. 634-645 - Ke Cheng
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds. 646-662 - Zhe Wang
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning. 663-674 - Wai-Kong Lee
High Throughput Lattice-Based Signatures on GPUs: Comparing Falcon and Mitaka. 675-692 - Burak Aksar
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning. 693-706
Volume 35, Number 5, May 2024
- Yi-Chien Lin
HitGNN: High-Throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform. 707-719 - Tianyu Zeng
An Offline-Transfer-Online Framework for Cloud-Edge Collaborative Distributed Reinforcement Learning. 720-731 - Yuhang Liu
Suppressing the Interference Within a Datacenter: Theorems, Metric and Strategy. 732-750 - Enge Song
INT-Label: Lightweight In-Band Network-Wide Telemetry via Distributed Labeling. 751-767 - Fan Yuan
Optimizing Multi-Grid Preconditioned Conjugate Gradient Method on Multi-Cores. 768-779 - Yuanhong Zhang
FHVAC: Feature-Level Hybrid Video Adaptive Configuration for Machine-Centric Live Streaming. 780-795 - Bowen Zhang
Revisiting PM-Based B$^{+}$+-Tree With Persistent CPU Cache. 796-813 - Anshuman Misra
Byzantine-Tolerant Causal Ordering for Unicasts, Multicasts, and Broadcasts. 814-828 - Dingding Li
DMA-Assisted I/O for Persistent Memory. 829-843 - Runzhou Han
PROV-IO$^+$+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems. 844-861
Volume 35, Number 6, June 2024
- Jiamin Fan
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection. 707-721 - Xinyi Ji
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU. 722-736 - Chiranjeb Mondal
Taking RNA-RNA Interaction to Machine Peak. 737-749 - Siqi Wang
AtRec: Accelerating Recommendation Model Training on CPUs. 750-763 - Wei-Mei Chen
Parallel Computation of Dominance Scores for Multidimensional Datasets on GPUs. 764-776 - Zirui Liu
BurstBalancer: Do Less, Better Balance for Large-Scale Data Center Traffic. 777-794 - Jiesong Liu
G-Learned Index: Enabling Efficient Learned Index on GPU. 795-812 - Amirhossein Taherpour
HybridChain: Fast, Accurate, and Secure Transaction Processing With Distributed Learning. 813-827 - Pourya Soltani
Analytical Modeling and Throughput Computation of Blockchain Sharding. 828-842 - Zheng Zhang
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism. 843-856 - Cheng Wang
HPETC: History Priority Enhanced Tensor Completion for Network Distance Measurement. 857-873 - Kaiyang Liu
Sampling-Based Multi-Job Placement for Heterogeneous Deep Learning Clusters. 874-888 - Guoqing Xiao
Efficient Utilization of Multi-Threading Parallelism on Heterogeneous Systems for Sparse Tensor Contraction. 889-900 - Xin Du
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations. 901-918 - Dazhao Cheng
SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing. 919-936 - Chen Wang
Formal Definitions and Performance Comparison of Consistency Models for Parallel File Systems. 937-951 - Zhiyuan Wu
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing. 952-966
Volume 35, Number 7, July 2024
- Runzhen Xue
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation. 1122-1138 - Bowen Zhang
A 3D Hybrid Optical-Electrical NoC Using Novel Mapping Strategy Based DCNN Dataflow Acceleration. 1139-1154 - Chen Chen
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively. 1155-1173 - Xiaqing Li
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. 1174-1188 - Linsi Lan
FedREM: Guided Federated Learning in the Presence of Dynamic Device Unpredictability. 1189-1206 - Rahul Mishra
Fed-RAC: Resource-Aware Clustering for Tackling Heterogeneity of Participants in Federated Learning. 1207-1220 - Yuyang Jin
Graph-Centric Performance Analysis for Large-Scale Parallel Applications. 1221-1238 - Yuzhen Zhao
Spiking Neural P Systems With Microglia. 1239-1250 - Liang Zhang
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets. 1251-1267 - Lu Zhao
Availability-Aware Revenue-Effective Application Deployment in Multi-Access Edge Computing. 1268-1280 - Kai Zhang
AdaptChain: Adaptive Data Sharing and Synchronization for NFV Systems on Heterogeneous Architectures. 1281-1292 - Chilankamol Sunny
CREPE: Concurrent Reverse-Modulo-Scheduling and Placement for CGRAs. 1293-1306 - Daniela Loreti
Rollback-Free Recovery for a High Performance Dense Linear Solver With Reduced Memory Footprint. 1307-1319 - Sai Zhang
Adaptive Neural Control for a Network of Parabolic PDEs With Event-Triggered Mechanism. 1320-1330
Volume 35, Number 8, August 2024
- Jinfan Chen
AutoDDL: Automatic Distributed Deep Learning With Near-Optimal Bandwidth Cost. 1331-1344 - Isra Mohamed Ali
On Off-Chaining Smart Contract Runtime Protection: A Queuing Model Approach. 1345-1359 - Yanxi Zhang, Muyu Mei, Dongqi Yan, Xu Zhang, Qinghai Yang, Mingwu Yao:
Age-of-Event Aware: Sampling Period Optimization in a Three-Stage Wireless Cyber-Physical System With Diverse Parallelisms. 1360-1372 - Yang Zhou
The Static Allocation is Not a Static: Optimizing SSD Address Allocation Through Boosting Static Policy. 1373-1386 - Changmao Wu
Proactive Caching With Distributed Deep Reinforcement Learning in 6G Cloud-Edge Collaboration Computing. 1387-1399 - Xiaofeng Hou
WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. 1400-1414 - Shengwei Li
A Multidimensional Communication Scheduling Method for Hybrid Parallel DNN Training. 1415-1428 - Jingwen Zhou
FEUAGame: Fairness-Aware Edge User Allocation for App Vendors. 1429-1443 - Jiantong Jiang
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks. 1444-1455 - Xinliang Wei
Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds. 1456-1468 - Chengying Huan
TeGraph+: Scalable Temporal Graph Processing Enabling Flexible Edge Modifications. 1469-1487 - Liang Geng
RR-Compound: RDMA-Fused gRPC for Low Latency, High Throughput, and Easy Interface. 1488-1505 - Junxue Zhang
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. 1506-1523
Volume 35, Number 9, September 2024
- Yi-Wei Ci
KLNK: Expanding Page Boundaries in a Distributed Shared Memory System. 1524-1535 - Sheng Qi
Pyxis: Scheduling Mixed Tasks in Disaggregated Datacenters. 1536-1550 - Ahmad Tarraf
Malleability in Modern HPC Systems: Current Experiences, Challenges, and Future Opportunities. 1551-1564 - Jiuchen Shi
Adaptive QoS-Aware Microservice Deployment With Excessive Loads via Intra- and Inter-Datacenter Scheduling. 1565-1582 - Dhruv Gajaria
STT-RAM-Based Hierarchical in-Memory Computing. 1615-1629 - Rong Cong
Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme. 1583-1597 - Yifan Hua
RADAR: A Skew-Resistant and Hotness-Aware Ordered Index Design for Processing-in-Memory Systems. 1598-1614 - Ran Wang
Toward Materials Genome Big-Data: A Blockchain-Based Secure Storage and Efficient Retrieval Method. 1630-1643 - Yuchen Zhong
Swift: Expedited Failure Recovery for Large-Scale DNN Training. 1644-1656 - Gabriele Mencagli
Springald: GPU-Accelerated Window-Based Aggregates Over Out-of-Order Data Streams. 1657-1671 - Cunyang Wei
IrGEMM: An Input-Aware Tuning Framework for Irregular GEMM on ARM and X86 CPUs. 1672-1689
Volume 35, Number 10, October 2024
- Jiaxing Qi, Wencong Xiao, Mingzhen Li, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang, Zhongzhi Luan, Depei Qian:
ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. 1708-1720 - Rong Chen
Locality-Preserving Graph Traversal With Split Live Migration. 1810-1825 - Mi Zhang
FlexRaft: Exploiting Flexible Erasure Coding for Minimum-Cost Consensus and Fast Recovery. 1826-1840 - Peixuan Li
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID. 1841-1853 - Fatemeh Keshavarz-Kohjerdi
Paired Many-to-Many 2-Disjoint Path Covers in Meshes. 1854-1866 - Jiangfei Duan
Proteus: Simulating the Performance of Distributed DNN Training. 1867-1878
Volume 35, Number 11, November 2024
- Yichen Li, Wenchao Xu, Yining Qi, Haozhao Wang, Ruixuan Li, Song Guo:
SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning. 1879-1890 - Yuezhi Che, Dazhao Cheng, Xiao Wang, Rujia Wang:
Opca: Enabling Optimistic Concurrent Access for Multiple Users in Oblivious Data Storage. 1891-1903 - Yaqi Xia, Zheng Zhang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Hongyang Chen, Qianlong Sang, Dazhao Cheng:
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism. 1904-1919 - Haoran Zhou, Wei Rang, Hongyang Chen, Xiaobo Zhou, Dazhao Cheng:
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training. 1920-1935 - Sanjay Lall, Calin Cascaval, Martin Izzard, Tammo Spalink:
Logical Synchrony and the Bittide Mechanism. 1936-1948 - Peng Wang, Hong Jiang, Yu Liu, Zhelong Zhao, Ke Zhou, Zhihai Huang:
Beyond Belady to Attain a Seemingly Unattainable Byte Miss Ratio for Content Delivery Networks. 1949-1963 - Shiyu Shen, Hao Yang, Wangchen Dai, Hong Zhang, Zhe Liu, Yunlei Zhao:
High-Throughput GPU Implementation of Dilithium Post-Quantum Digital Signature. 1964-1976 - Hua Huang, Edmond Chow:
Exploring the Design Space of Distributed Parallel Sparse Matrix-Multiple Vector Multiplication. 1977-1988 - Zhaojie Wen, Qiong Chen, Quanfeng Deng, Yipei Niu, Zhen Song, Fangming Liu:
ComboFunc: Joint Resource Combination and Container Placement for Serverless Function Scaling With Heterogeneous Container. 1989-2005 - Huali Lu, Feng Lyu, Ju Ren, Huaqing Wu, Conghao Zhou, Zhongyuan Liu, Yaoxue Zhang, Xuemin Shen:
CODE$^{+}$+: Fast and Accurate Inference for Compact Distributed IoT Data Collection. 2006-2022 - Di Mou, Bo Wang, Dajiang Liu:
SC-CGRA: An Energy-Efficient CGRA Using Stochastic Computing. 2023-2038
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