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	339
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	245
H5Intent: Autotuning HDF5 With User Intent	240
Replicated Versioned Data Structures for Wide-Area Distributed Systems	189
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information	181
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach	164
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training	161
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement	116
Mapping Large-Scale Spiking Neural Network on Arbitrary Meshed Neuromorphic Hardware	114
Optimizing Data Locality by Integrating Intermediate Data Partitioning and Reduce Task Scheduling in Spark Framework	111
Enabling Large Scale Simulations for Particle Accelerators	108
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	100
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays	100
Building High-throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine	96
Design and Implementation of 2D Convolution on x86/x64 Processors	94
AWB+-Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems	93
IRHunter: Universal Detection of Instruction Reordering Vulnerabilities for Enhanced Concurrency in Distributed and Parallel Systems	91
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	90
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	86
Federated Learning With Nesterov Accelerated Gradient	85
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization	85
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations	85
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity	81
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications	75
Graph-Centric Performance Analysis for Large-Scale Parallel Applications	74

Building Accurate and Interpretable Online Classifiers on Edge Devices	72
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads	71
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization	71
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network	71
Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From University of Washington	70
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats	69
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription	69
Improved MPC Algorithms for Edit Distance and Ulam Distance	67
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications	63
Cannikin: No Lagger of SLO in Concurrent Multiple LoRA LLM Serving	63
PreTrans: Enabling Efficient CGRA Multi-Task Context Switch Through Config Pre-Mapping and Data Transceiving	62
Coflow Scheduling in Data Centers: Routing and Bandwidth Allocation	61
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning	60
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment	60
DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV	59
A Pessimistic Fault Diagnosability of Large-Scale Connected Networks via Extra Connectivity	58
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud	57
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms	57
CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory	56
Improving the Scalability of GPU Synchronization Primitives	55
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment	55
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration	53
PHIDE: A Parallel Hybrid Direct-Iterative Eigensolver for Hermitian Eigenvalue Problems	51
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems	51
Scalable Hybrid Learning Techniques for Scientific Data Compression	50
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration	50
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning	50
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems	50
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks	49
Libfork: Portable Continuation-Stealing With Stackless Coroutines	49
A Lightweight and Fine-Grained Ciphertext Search Scheme for Big Data Assisted by Proxy Servers	48
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation	47
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets	45
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF	45
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID	44
Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data	43
Congestion Control for Datacenter Networks: A Control-Theoretic Approach	43
DynPipe: Toward Dynamic End-to-End Pipeline Parallelism for Interference-Aware DNN Training	43
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks	43
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution	43
2024 Reviewers List*	42
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency	42
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions	42
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From the University of Texas at Austin	42
Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation	40
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning	40
Scalable, Confidential and Survivable Software Updates	40
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications	39
vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training	39
Identifying Degree and Sources of Non-Determinism in MPI Applications Via Graph Kernels	39

Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication	39
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra	39
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs	37
Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning	37
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs	37
HybRAID: A High-Performance Hybrid RAID Storage Architecture for Write-Intensive Applications in All-Flash Storage Systems	36
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From Tsinghua University	36
FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective	35
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights	35
Static Algorithm Allocation with Duplication in Robotic Network Cloud Systems	34
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization	34
A Survey of Storage Systems in the RDMA Era	34
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap	33
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction	33
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems	33
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms	33
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis	33
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters	32
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems	32
GML: Efficiently Auto-Tuning Flink's Configurations Via Guided Machine Learning	32
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation	32
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing	32
An Efficient Algorithm for Hamiltonian Path Embedding of $k$-Ary $n$-Cubes under the Partitioned Edge Fault Model	31
Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs	31
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor	31
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging	31
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation	30
VCSR: An Efficient GPU Memory-Aware Sparse Format	30
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment	30
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism	30
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers	30
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing	29
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge	29
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems	29
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Clemson University	29
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems	29
Understanding the Impact of Data Staging for Coupled Scientific Workflows	29
Timed Loops for Distributed Storage in Wireless Networks	28
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit	28
Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization	28
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs	27
Doing More With Less: Balancing Probing Costs and Task Offloading Efficiency At the Network Edge	27
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection	27
Toward Load-Balanced Redundancy Transitioning for Erasure-Coded Storage	27
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU	27
NetSHa: In-Network Acceleration of LSH-Based Distributed Search	27
LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment	26
Microservice Deployment in Edge Computing Based on Deep Q Learning	26
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization	26
Revisiting PM-Based B-Tree With Persistent CPU Cache	26
Dynamic GPU Energy Optimization for Machine Learning Training Workloads	26
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems	26
Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems	26
Parallel and Distributed Bayesian Network Structure Learning	26
Optimization of Reactive Force Field Simulation: Refactor, Parallelization, and Vectorization for Interactions	25
FEditor: Consecutive Task Placement with Adjustable Shapes using FPGA State Frames	25
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds	25
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management	25
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid	25
A Practical Framework for Secure Document Retrieval in Encrypted Cloud File Systems	25
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints	25
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training	25
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing	25
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores	25
UFC2: User-Friendly Collaborative Cloud	24
RADAR: A Skew-Resistant and Hotness-Aware Ordered Index Design for Processing-in-Memory Systems	24
Predicting Throughput of Distributed Stochastic Gradient Descent	24
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method	24
Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks	24
CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead	24
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations	24
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting	23
Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation	23
COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems	23
On Model Transmission Strategies in Federated Learning With Lossy Communications	23
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems — Scalability, Performance and Availability	23
Online Pricing and Trading of Private Data in Correlated Queries	23
Multi-Agent Collaboration for Workflow Task Offloading in End-Edge-Cloud Environments Using Deep Reinforcement Learning	23
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds	23
VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems	23

Monte: SFCs Migration Scheme in the Distributed Programmable Data Plane	23
Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme	23
MRCN: Throughput-Oriented Multicast Routing for Customized Network-on-Chips	23
Propagation Pattern for Moment Representation of the Lattice Boltzmann Method	23
On the Analysis of Cache Invalidation With LRU Replacement	22
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs	22
Critique of “Data Flow Lifecycles for Optimizing Workflow Coordination” by SCC Team From National Tsing Hua University	22
Floating Point Calculation of the Cube Function on FPGAs	22
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer	22
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion	22
EDTC: Exact Triangle Counting for Dynamic Graphs on GPU	22
Safe Multi-Agent Deep Reinforcement Learning for the Management of Autonomous Connected Vehicles at Future Intersections	22
On Mixing Eventual and Strong Consistency: Acute Cloud Types	22
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis	22
Scaling Poisson Solvers on Many Cores via MMEwald	22
Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From Peking University	21
m2LLM: A Multi-Dimensional Optimization Framework for LLM Inference on Mobile Devices	21
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming	21
CREPE: Concurrent Reverse-Modulo-Scheduling and Placement for CGRAs	21
An Unequal Caching Strategy for Shared-Memory Graph Analytics	21
High Performance OpenCL-Based GEMM Kernel Auto-Tuned by Bayesian Optimization	21
FedTune-SGM: A Stackelberg-Driven Personalized Federated Learning Strategy for Edge Networks	21
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From ShanghaiTech University	21
Improved Methods of Task Assignment and Resource Allocation With Preemption in Edge Computing Systems	21
Guest Editorial:Special Section on SC22 Student Cluster Competition	20
NDP: Network Division Positioning for Irregular Multi-Hop Networks	20
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators	20
Cache Partition Management for Improving Fairness and I/O Responsiveness in NVMe SSDs	20
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments	20
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System	20
RPCE: Dynamic Data Replicas Placement Management by Cloud and Edge Collaboration	19
MUCVR: Edge Computing-Enabled High-Quality Multi-User Collaboration for Interactive MVR	19
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework	19
GPABE: GPU-Based Parallelization Framework for Attribute-Based Encryption Schemes	19
Efficient Virtual Network Embedding of Cloud-Based Data Center Networks into Optical Networks	19
Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order Execution	19
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression	19
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems	18
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation	18
AdaptChain: Adaptive Scaling Blockchain With Transaction Deduplication	18
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning	18
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters	18
Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump	18
Adaptive Vertical Federated Learning on Unbalanced Features	18
Accelerating Deep Learning Inference via Model Parallelism and Partial Computation Offloading	18
IRIS: A Performance-Portable Framework for Cross-Platform Heterogeneous Computing	17
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From ETH Zürich	17
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs	17
LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge	17
FLUPS - A Flexible and Performant Massively Parallel Fourier Transform Library	17
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems	17
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore	17
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining	17
Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility	17
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration	17
Cost-Effective and Low-Latency Data Placement in Edge Environment Based on PageRank-Inspired Regional Value	16
Privacy Preserving Task Push in Spatial Crowdsourcing With Unknown Popularity	16
Shuffle Differential Private Data Aggregation for Random Population	16
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism	16
Online Elastic Resource Provisioning With QoS Guarantee in Container-Based Cloud Computing	16
CPLNS: Cooperative Parallel Large Neighborhood Search for Large-Scale Multi-Agent Path Finding	16
Beyond Belady to Attain a Seemingly Unattainable Byte Miss Ratio for Content Delivery Networks	16
Synergistically Rebalancing the EDP of Container-Based Parallel Applications	16
MemTunnel: A CXL-Based Rack-Scale Host Memory Pooling Architecture for Cloud Service	16
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems	16
Near-Lossless MPI Tracing and Proxy Application Autogeneration	16
Guest Editorial	15
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework	15
MoltDB: Accelerating Blockchain via Ancient State Segregation	15
Loci: Federated Continual Learning of Heterogeneous Tasks at Edge	15
PhaST: Hierarchical Concurrent Log-Free Skip List for Persistent Memory	15
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing	15
A Non-Intrusive Multi-objective Task Scheduling Method for JointCloud Environment	15
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers	15
The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge	15
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks	15
Deep Neural Network Training With Distributed K-FAC	15
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming	14
Detailed Modeling of Heterogeneous and Contention-Constrained Point-to-Point MPI Communication	14
Scheduling Fork-Joins With Communication Delays and Equal Processing Times on Heterogeneous Processors	14
A Practical and Efficient Bidirectional Access Control Scheme for Cloud-Edge Data Sharing	14
Node Essentiality Assessment and Distributed Collaborative Virtual Network Embedding in Datacenters	14
Rethinking Virtual Machines Live Migration for Memory Disaggregation	14
Hypergraph-Based Numerical Neural-Like P Systems for Medical Image Segmentation	14
Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness	14
Energy Efficient and Multi-Resource Optimization for Virtual Machine Placement by Improving MOEA/D	14
ProScale: Proactive Autoscaling for Microservice With Time-Varying Workload at the Edge	14
Scalable Deep Reinforcement Learning-Based Online Routing for Multi-Type Service Requirements	14
A Native Tensor–Vector Multiplication Algorithm for High Performance Computing	14
A Distributed Network-Based Runtime Verification of Full Regular Temporal Properties	14
FEUAGame: Fairness-Aware Edge User Allocation for App Vendors	14
An Efficient Speculative Federated Tree Learning System With a Lightweight NN-Based Predictor	14
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing	14
Evaluating Data Redistribution in PaRSEC	14
μBench: An Open-Source Factory of Benchmark Microservice Applications	14