IEEE Transactions on Parallel and Distributed Systems

Article	Citations
2020 Reviewers List	300
Enabling Large Scale Simulations for Particle Accelerators	264
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Tsinghua University	219
Building High-throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine	203
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	196
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity	159
Design and Implementation of 2D Convolution on x86/x64 Processors	154
Replicated Versioned Data Structures for Wide-Area Distributed Systems	149
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training	128
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information	128
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays	124
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations	113
H5Intent: Autotuning HDF5 With User Intent	105
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach	102
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	97
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement	93
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	91
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	87
IPPTS: An Efficient Algorithm for Scientific Workflow Scheduling in Heterogeneous Computing Systems	85
AW B +-Tree: a Novel Width-based Index Structure Supporting Hybrid Matching for Large-scale Content-based Pub/Sub Systems	81
Joint Task Scheduling and Containerizing for Efficient Edge Computing	80
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization	80
Coflow Scheduling in Data Centers: Routing and Bandwidth Allocation	77
Federated Learning With Nesterov Accelerated Gradient	77
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness	76

Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud	76
Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From University of Washington	74
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network	74
Graph-Centric Performance Analysis for Large-Scale Parallel Applications	72
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems	71
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning	69
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization	66
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration	64
A Pessimistic Fault Diagnosability of Large-Scale Connected Networks via Extra Connectivity	64
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads	62
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning	62
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment	62
DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV	62
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms	61
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration	60
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks	59
Improving the Scalability of GPU Synchronization Primitives	59
Burst Load Evacuation Based on Dispatching and Scheduling In Distributed Edge Networks	59
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription	58
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats	57
Improved MPC Algorithms for Edit Distance and Ulam Distance	57
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment	56
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications	55
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems	54
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs	53
Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation	53
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation	52
vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training	52
Rings for Privacy: An Architecture for Large Scale Privacy-Preserving Data Mining	48
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks	48
Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning	48
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications	48
Libfork: Portable Continuation-Stealing With Stackless Coroutines	48
Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks	47
Analysis of Global and Local Synchronization in Parallel Computing	46
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning	46
Silhouette: Efficient Cloud Configuration Exploration for Large-Scale Analytics	46
Identifying Degree and Sources of Non-Determinism in MPI Applications Via Graph Kernels	46
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF	45
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets	45
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication	45
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution	45
Scalable, Confidential and Survivable Software Updates	44
Guest Editorial	44
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID	44
A Runtime and Non-Intrusive Approach to Optimize EDP by Tuning Threads and CPU Frequency for OpenMP Applications	42
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency	41
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions	41
Congestion Control for Datacenter Networks: A Control-Theoretic Approach	41
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From the University of Texas at Austin	41

A Survey of Storage Systems in the RDMA Era	40
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra	40
2024 Reviewers List*	40
Efficient Methods for Mapping Neural Machine Translator on FPGAs	38
HybRAID: A High-Performance Hybrid RAID Storage Architecture for Write-Intensive Applications in All-Flash Storage Systems	37
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap	37
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization	37
FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective	36
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction	35
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism	34
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems	34
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment	33
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights	33
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor	32
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs	32
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis	32
GML: Efficiently Auto-Tuning Flink's Configurations Via Guided Machine Learning	32
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From Tsinghua University	32
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation	32
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging	31
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge	31
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing	31
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing	31
An Efficient Algorithm for Hamiltonian Path Embedding of $k$-Ary $n$-Cubes under the Partitioned Edge Fault Model	30
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation	30
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems	30
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems	29
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms	29
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers	29
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters	29
VCSR: An Efficient GPU Memory-Aware Sparse Format	29
Static Algorithm Allocation with Duplication in Robotic Network Cloud Systems	29
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems	28
Understanding the Impact of Data Staging for Coupled Scientific Workflows	28
Design and Implementation of a Criticality- and Heterogeneity-Aware Runtime System for Task-Parallel Applications	28
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems	28
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints	28
Optimization of Reactive Force Field Simulation: Refactor, Parallelization, and Vectorization for Interactions	27
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds	27
Timed Loops for Distributed Storage in Wireless Networks	27
gIM: GPU Accelerated RIS-Based Influence Maximization Algorithm	27
Predicting Throughput of Distributed Stochastic Gradient Descent	26
Revisiting PM-Based B-Tree With Persistent CPU Cache	26
A Practical Framework for Secure Document Retrieval in Encrypted Cloud File Systems	26
NetSHa: In-Network Acceleration of LSH-Based Distributed Search	26
Spartan: A Sparsity-Adaptive Framework to Accelerate Deep Neural Network Training on GPUs	26
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Clemson University	26
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training	26
Parallel and Distributed Bayesian Network Structure Learning	25
Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization	25
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid	25
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management	25
Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems	25
Dynamic GPU Energy Optimization for Machine Learning Training Workloads	24
A High-Throughput FPGA Accelerator for Short-Read Mapping of the Whole Human Genome	24
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU	24
A GPU Acceleration Framework for Motif and Discord Based Pattern Mining	24
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing	24
Distributed Adaptive Consensus Tracking Control for Multi-Agent System With Communication Constraints	24
LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment	23
Microservice Deployment in Edge Computing Based on Deep Q Learning	23
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores	23
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs	23
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit	23
Toward Load-Balanced Redundancy Transitioning for Erasure-Coded Storage	23
MRCN: Throughput-Oriented Multicast Routing for Customized Network-on-Chips	22
CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead	22
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds	22
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method	22
Online Pricing and Trading of Private Data in Correlated Queries	22
COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems	22
Subutai: Speeding Up Legacy Parallel Applications Through Data Synchronization	22
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection	22
Monte: SFCs Migration Scheme in the Distributed Programmable Data Plane	22
UFC2: User-Friendly Collaborative Cloud	22
A Machine-Learning-Based Framework for Productive Locality Exploitation	22
ETICA: Efficient Two-Level I/O Caching Architecture for Virtualized Platforms	21
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer	21
Propagation Pattern for Moment Representation of the Lattice Boltzmann Method	21
On the Analysis of Cache Invalidation With LRU Replacement	21

RADAR: A Skew-Resistant and Hotness-Aware Ordered Index Design for Processing-in-Memory Systems	21
Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks	21
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning	21
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting	21
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations	21
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs	20
Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation	20
Distributed Task Migration Optimization in MEC by Extending Multi-Agent Deep Reinforcement Learning Approach	20
On Mixing Eventual and Strong Consistency: Acute Cloud Types	20
Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme	20
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems — Scalability, Performance and Availability	20
YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve	20
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion	20
VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems	20
On Model Transmission Strategies in Federated Learning With Lossy Communications	20
SmartTuning: Selecting Hyper-Parameters of a ConvNet System for Fast Training and Small Working Memory	19
Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order Execution	19
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis	19
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators	19
Scaling Poisson Solvers on Many Cores via MMEwald	19
Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From Peking University	19
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From ShanghaiTech University	19
LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge	19
IRIS: A Performance-Portable Framework for Cross-Platform Heterogeneous Computing	19
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning	18
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming	18
Floating Point Calculation of the Cube Function on FPGAs	18
Guest Editorial:Special Section on SC22 Student Cluster Competition	18
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation	18
Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump	18
FedTune-SGM: A Stackelberg-Driven Personalized Federated Learning Strategy for Edge Networks	18
GPABE: GPU-Based Parallelization Framework for Attribute-Based Encryption Schemes	18
CREPE: Concurrent Reverse-Modulo-Scheduling and Placement for CGRAs	18
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters	18
Accurate Differentially Private Deep Learning on the Edge	18
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments	17
Efficient Virtual Network Embedding of Cloud-Based Data Center Networks into Optical Networks	17
Accelerating Deep Learning Inference via Model Parallelism and Partial Computation Offloading	17
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems	17
VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service	17
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore	17
Adaptive Vertical Federated Learning on Unbalanced Features	17
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression	17
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework	17
AdaptChain: Adaptive Scaling Blockchain With Transaction Deduplication	17
An Unequal Caching Strategy for Shared-Memory Graph Analytics	16
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism	16
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From ETH Zürich	16
Shuffle Differential Private Data Aggregation for Random Population	16
PhaST: Hierarchical Concurrent Log-Free Skip List for Persistent Memory	16
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System	16
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining	16
Near-Lossless MPI Tracing and Proxy Application Autogeneration	16
FLUPS - A Flexible and Performant Massively Parallel Fourier Transform Library	16
Privacy Preserving Task Push in Spatial Crowdsourcing With Unknown Popularity	16
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration	16
Online Elastic Resource Provisioning With QoS Guarantee in Container-Based Cloud Computing	16
Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility	16
The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge	15
Synergistically Rebalancing the EDP of Container-Based Parallel Applications	15
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems	15
Beyond Belady to Attain a Seemingly Unattainable Byte Miss Ratio for Content Delivery Networks	15
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks	15
MoltDB: Accelerating Blockchain via Ancient State Segregation	15
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs	15
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems	15
CPLNS: Cooperative Parallel Large Neighborhood Search for Large-Scale Multi-Agent Path Finding	15
Loci: Federated Continual Learning of Heterogeneous Tasks at Edge	15
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm	15
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers	15
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing	15
Cost-Effective and Low-Latency Data Placement in Edge Environment Based on PageRank-Inspired Regional Value	15
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework	15
Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness	15
Toward Materials Genome Big-Data: A Blockchain-Based Secure Storage and Efficient Retrieval Method	15
SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing	15
Accelerating Restarted GMRES With Mixed Precision Arithmetic	14
Guest Editorial	14
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators	14
FEUAGame: Fairness-Aware Edge User Allocation for App Vendors	14
A Distributed Network-Based Runtime Verification of Full Regular Temporal Properties	14
Detailed Modeling of Heterogeneous and Contention-Constrained Point-to-Point MPI Communication	14
μBench: An Open-Source Factory of Benchmark Microservice Applications	14
Transformations of High-Level Synthesis Codes for High-Performance Computing	14
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming	14
Evaluating Data Redistribution in PaRSEC	14
A Practical and Efficient Bidirectional Access Control Scheme for Cloud-Edge Data Sharing	14
Real-Time Scheduling of Parallel Task Graphs With Critical Sections Across Different Vertices	13
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively	13
e-PoS: Making Proof-of-Stake Decentralized and Fair	13
Revenue Maximizing Online Service Function Chain Deployment in Multi-Tier Computing Network	13
Reversible CSP Computations	13
Highly Accurate Clock Synchronization With Drift Correction for the Controller Area Network	13
Landlord: Coordinating Dynamic Software Environments to Reduce Container Sprawl	13
High-Throughput GPU Implementation of Dilithium Post-Quantum Digital Signature	13