IEEE Transactions on Parallel and Distributed Systems

Article	Citations
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Tsinghua University	209
Design and Implementation of 2D Convolution on x86/x64 Processors	208
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach	163
H5Intent: Autotuning HDF5 With User Intent	150
AWB+-Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems	143
fPIM: A Holistic Design to Optimize PIM Data Flow for High Execution Efficiency	124
Fully Decentralized Data Distribution for Large-Scale HPC Systems	119
Mapping Large-Scale Spiking Neural Network on Arbitrary Meshed Neuromorphic Hardware	118
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training	114
Replicated Versioned Data Structures for Wide-Area Distributed Systems	110
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement	109
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	103
mtGEMM: An Efficient GEMM Library for Modern Multi-Core DSPs	100
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	99
Large-Scale Neural Network Quantum States Calculation for Quantum Chemistry on a New Sunway Supercomputer	90
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information	89
UniOrch: A Unified Mixed Framework for High-Efficiency LLM Training on Heterogeneous AI Chips	86
Bal-DGCN: A Hardware Acceleration Framework for Balanced Computational Efficiency in DGCNs	85
Optimizing Data Locality by Integrating Intermediate Data Partitioning and Reduce Task Scheduling in Spark Framework	84
Decentralized Federated Learning With Period Gradient Tracking Over Time-Varying Networks	79
Federated Learning With Nesterov Accelerated Gradient	78
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations	78
Enabling Large Scale Simulations for Particle Accelerators	76
IRHunter: Universal Detection of Instruction Reordering Vulnerabilities for Enhanced Concurrency in Distributed and Parallel Systems	74
ComStar: Compression-Aware Stream Query for Heterogeneous Hybrid Architecture	72

GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	71
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	70
Online Container Caching for IoT Data Processing in Serverless Edge Computing	69
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays	67
Sparsity-Aware Fault Tolerance for Reliable CNN Inference on GPUs	67
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications	66
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity	66
DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV	65
HarmonyCache: Scalable In-Network Cache With Read-Write Separation	65
PHIDE: A Parallel Hybrid Direct–Iterative Eigensolver for Hermitian Eigenvalue Problems	63
On the Performance of SMASH: A Non-Preemptive Window-Based Scheduler for Multiserver Jobs	63
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats	62
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription	62
Graph-Centric Performance Analysis for Large-Scale Parallel Applications	62
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration	60
Scalable Hybrid Learning Techniques for Scientific Data Compression	59
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment	58
Building Accurate and Interpretable Online Classifiers on Edge Devices	56
Cannikin: No Lagger of SLO in Concurrent Multiple LoRA LLM Serving	55
PreTrans: Enabling Efficient CGRA Multi-Task Context Switch Through Config Pre-Mapping and Data Transceiving	54
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems	54
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud	53
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization	52
CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory	52
Adaptive Image Batching and Slicing in Edge Networks for Delay-Critical Small Object Detection	51
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network	51
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning	50
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads	49
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms	49
Improving the Scalability of GPU Synchronization Primitives	49
MAX-SM: High-Utilization Dynamic SM Partitioning for Heterogeneous Workloads on Multitasking Chiplet-Based GPUs	49
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks	49
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems	47
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration	47
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications	47
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation	46
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning	46
Congestion Control for Datacenter Networks: A Control-Theoretic Approach	45
Do Not Forget the Role of Address Mapping Policy in Achieving DRAM-Less SSD Performance	44
cuFastTuckerPlusTC: A Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores	43
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks	43
A Lightweight and Fine-Grained Ciphertext Search Scheme for Big Data Assisted by Proxy Servers	42
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions	42
Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning	42
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From the University of Texas at Austin	42
2024 Reviewers List*	41
SEMSO: A Secure and Efficient Multi-Data Source Blockchain Oracle	40
Libfork: Portable Continuation-Stealing With Stackless Coroutines	40
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution	40
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning	40

Floe : Federated Specialization for Real-Time LLM–SLM Inference	40
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF	40
Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data	39
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets	39
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra	38
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency	38
DynPipe: Toward Dynamic End-to-End Pipeline Parallelism for Interference-Aware DNN Training	38
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications	38
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From Tsinghua University	37
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID	37
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems	36
FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective	36
Static Algorithm Allocation with Duplication in Robotic Network Cloud Systems	36
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers	35
VCSR: An Efficient GPU Memory-Aware Sparse Format	35
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap	35
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights	35
Optimizing Management of Persistent Data Structures in High-Performance Analytics	34
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation	34
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization	34
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging	34
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge	34
A Rescheduling Mechanism for Cloud Data Centers Leveraging Dynamic Fault-Tolerant Classification	34
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs	33
Improving the Restore Performance of Fine-Grained Deduplication on Docker Container Image Storage	33
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation	33
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing	32
Scalable and Efficient Reinforcement Learning for Virtual Machine Rescheduling in Cloud Data Centers	32
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters	32
HybRAID: A High-Performance Hybrid RAID Storage Architecture for Write-Intensive Applications in All-Flash Storage Systems	32
Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs	31
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms	31
LHRS-LTW: A Load-Aware Hybrid-Cloud Resource Scheduling Framework for Large-Scale Training Workloads	31
An Efficient Algorithm for Hamiltonian Path Embedding of $k$-Ary $n$-Cubes under the Partitioned Edge Fault Model	30
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism	30
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems	30
A Survey of Storage Systems in the RDMA Era	29
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment	29
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing	29
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis	29
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems	28
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor	28
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Clemson University	28
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training	28
FEditor: Consecutive Task Placement With Adjustable Shapes Using FPGA State Frames	28
Predicting Throughput of Distributed Stochastic Gradient Descent	28
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit	27
Doing More With Less: Balancing Probing Costs and Task Offloading Efficiency At the Network Edge	27
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs	27
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems	26
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds	25
NetSHa: In-Network Acceleration of LSH-Based Distributed Search	25
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores	25
Parallel and Distributed Bayesian Network Structure Learning	25
Toward Load-Balanced Redundancy Transitioning for Erasure-Coded Storage	25
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization	25
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints	25
Revisiting PM-Based B-Tree With Persistent CPU Cache	25
Styx: An Efficient Workflow Engine for Serverless Platforms	25
Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization	25
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing	24
Understanding the Impact of Data Staging for Coupled Scientific Workflows	24
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management	24
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU	24
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection	24
UFC2: User-Friendly Collaborative Cloud	23
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion	23
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds	23
CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead	23
Critique of “Data Flow Lifecycles for Optimizing Workflow Coordination” by SCC Team From National Tsing Hua University	23
Fed-Grow: Federating to Grow Transformers for Resource-Constrained Users Without Model Sharing	23
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid	23
Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques	23
RADAR: A Skew-Resistant and Hotness-Aware Ordered Index Design for Processing-in-Memory Systems	23
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method	22
Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation	22
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer	22
Monte: SFCs Migration Scheme in the Distributed Programmable Data Plane	22
EDTC: Exact Triangle Counting for Dynamic Graphs on GPU	22
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs	22

Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks	21
COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems	21
Safe Multi-Agent Deep Reinforcement Learning for the Management of Autonomous Connected Vehicles at Future Intersections	21
Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme	21
SWGOMP: Extending OpenMP for Efficient Offloading on Sunway Heterogeneous Architecture	21
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting	21
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis	20
On Model Transmission Strategies in Federated Learning With Lossy Communications	20
MRCN: Throughput-Oriented Multicast Routing for Customized Network-on-Chips	20
Multi-Agent Collaboration for Workflow Task Offloading in End-Edge-Cloud Environments Using Deep Reinforcement Learning	20
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems — Scalability, Performance and Availability	19
Guest Editorial:Special Section on SC22 Student Cluster Competition	19
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations	19
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From ShanghaiTech University	19
Cost-Effective Empirical Performance Modeling	18
NDP: Network Division Positioning for Irregular Multi-Hop Networks	18
Cache Partition Management for Improving Fairness and I/O Responsiveness in NVMe SSDs	18
Improved Methods of Task Assignment and Resource Allocation With Preemption in Edge Computing Systems	18
MUCVR: Edge Computing-Enabled High-Quality Multi-User Collaboration for Interactive MVR	18
Floating Point Calculation of the Cube Function on FPGAs	18
Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump	18
Enabling Tile-Based Direct Query on Adaptively Compressed Data With GPU Acceleration	18
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore	18
GPABE: GPU-Based Parallelization Framework for Attribute-Based Encryption Schemes	18
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation	18
Scaling Poisson Solvers on Many Cores via MMEwald	17
m2LLM: A Multi-Dimensional Optimization Framework for LLM Inference on Mobile Devices	17
Concurrent and Orthogonal Software Power Meters for Accurate Runtime Energy Profiling of Parallel Hybrid Programs on Heterogeneous Hybrid Servers	17
Adaptive Vertical Federated Learning on Unbalanced Features	17
IRIS: A Performance-Portable Framework for Cross-Platform Heterogeneous Computing	17
CREPE: Concurrent Reverse-Modulo-Scheduling and Placement for CGRAs	17
AdaptChain: Adaptive Scaling Blockchain With Transaction Deduplication	17
An Unequal Caching Strategy for Shared-Memory Graph Analytics	17
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems	17
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework	17
FedTune-SGM: A Stackelberg-Driven Personalized Federated Learning Strategy for Edge Networks	17
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning	17
High Performance OpenCL-Based GEMM Kernel Auto-Tuned by Bayesian Optimization	17
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments	17
RPCE: Dynamic Data Replicas Placement Management by Cloud and Edge Collaboration	17
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators	17
Online Elastic Resource Provisioning With QoS Guarantee in Container-Based Cloud Computing	16
LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge	16
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From ETH Zürich	16
Synergistically Rebalancing the EDP of Container-Based Parallel Applications	16
FLUPS - A Flexible and Performant Massively Parallel Fourier Transform Library	16
The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge	16
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming	16
Accelerating Deep Learning Inference via Model Parallelism and Partial Computation Offloading	16
Shuffle Differential Private Data Aggregation for Random Population	16
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs	16
Applications and Challenges of Multi-Core Scheduling in Intelligent Automotive Systems	16
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression	16
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System	16
MemTunnel: A CXL-Based Rack-Scale Host Memory Pooling Architecture for Cloud Service	16
Privacy Preserving Task Push in Spatial Crowdsourcing With Unknown Popularity	16
Texplorer: Efficient Tensor Program Optimization for GPUs Using a Highly Constrained Search Space	16
A 590-Nanosecond 757-Gbps FPGA Lossy Compressed Network	15
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration	15
PhaST: Hierarchical Concurrent Log-Free Skip List for Persistent Memory	15
Arcus: Fast and Reliable Function State I/O for Serverless Computing with Log-Cache Co-Design	15
Based on Tensor Core Sparse Kernels Accelerating Deep Neural Networks	15
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers	15
Near-Lossless MPI Tracing and Proxy Application Autogeneration	15
Beyond Belady to Attain a Seemingly Unattainable Byte Miss Ratio for Content Delivery Networks	15
Cost-Effective and Low-Latency Data Placement in Edge Environment Based on PageRank-Inspired Regional Value	15
Guest Editorial	15
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework	15
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism	15
CPLNS: Cooperative Parallel Large Neighborhood Search for Large-Scale Multi-Agent Path Finding	15
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems	15
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks	14
GAP-DCCS: A Generic Acceleration Paradigm for Data-Intensive Applications With Efficient Data Compression and Caching Strategy Over CPU-GPU Clusters	14
Loci: Federated Continual Learning of Heterogeneous Tasks at Edge	14
Scheduling Fork-Joins With Communication Delays and Equal Processing Times on Heterogeneous Processors	14
A Native Tensor–Vector Multiplication Algorithm for High Performance Computing	14
Deep Neural Network Training With Distributed K-FAC	14
MoltDB: Accelerating Blockchain via Ancient State Segregation	14
A Distributed Network-Based Runtime Verification of Full Regular Temporal Properties	14
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming	14
Accelerating Half-Precision Seismic Simulation on Neural Processing Unit	14