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	366
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	253
H5Intent: Autotuning HDF5 With User Intent	244
Replicated Versioned Data Structures for Wide-Area Distributed Systems	193
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information	184
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations	170
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	165
Mapping Large-Scale Spiking Neural Network on Arbitrary Meshed Neuromorphic Hardware	118
Optimizing Data Locality by Integrating Intermediate Data Partitioning and Reduce Task Scheduling in Spark Framework	117
Online Container Caching for IoT Data Processing in Serverless Edge Computing	116
Enabling Large Scale Simulations for Particle Accelerators	107
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays	103
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	98
Design and Implementation of 2D Convolution on x86/x64 Processors	96
Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization	94
AWB+-Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems	92
Federated Learning With Nesterov Accelerated Gradient	91
IRHunter: Universal Detection of Instruction Reordering Vulnerabilities for Enhanced Concurrency in Distributed and Parallel Systems	91
Fully Decentralized Data Distribution for Large-Scale HPC Systems	88
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training	86
Building High-throughput Neural Architecture Search Workflows via a Decoupled Fitness Prediction Engine	85
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement	83
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach	77
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity	76
Large-Scale Neural Network Quantum States Calculation for Quantum Chemistry on a New Sunway Supercomputer	75

QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	74
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications	73
Graph-Centric Performance Analysis for Large-Scale Parallel Applications	72
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network	71
Building Accurate and Interpretable Online Classifiers on Edge Devices	71
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization	71
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration	69
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription	64
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment	64
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats	64
DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV	63
PreTrans: Enabling Efficient CGRA Multi-Task Context Switch Through Config Pre-Mapping and Data Transceiving	62
Cannikin: No Lagger of SLO in Concurrent Multiple LoRA LLM Serving	62
A Pessimistic Fault Diagnosability of Large-Scale Connected Networks via Extra Connectivity	59
CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory	59
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment	58
PHIDE: A Parallel Hybrid Direct-Iterative Eigensolver for Hermitian Eigenvalue Problems	57
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration	57
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems	57
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms	56
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads	56
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems	55
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud	55
Improving the Scalability of GPU Synchronization Primitives	52
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning	51
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications	51
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning	50
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks	50
A Lightweight and Fine-Grained Ciphertext Search Scheme for Big Data Assisted by Proxy Servers	50
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF	49
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation	49
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID	48
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets	48
Identifying Degree and Sources of Non-Determinism in MPI Applications Via Graph Kernels	47
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution	45
DynPipe: Toward Dynamic End-to-End Pipeline Parallelism for Interference-Aware DNN Training	45
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency	45
2024 Reviewers List*	44
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions	44
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From the University of Texas at Austin	44
SEMSO: A Secure and Efficient Multi-Data Source Blockchain Oracle	43
Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation	43
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning	43
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs	42
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication	42
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks	41
Libfork: Portable Continuation-Stealing With Stackless Coroutines	41
Scalable, Confidential and Survivable Software Updates	41
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra	40
Congestion Control for Datacenter Networks: A Control-Theoretic Approach	39

cuFastTuckerPlusTC: a Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores	39
vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training	39
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications	39
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs	38
Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning	38
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From Tsinghua University	37
FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective	36
HybRAID: A High-Performance Hybrid RAID Storage Architecture for Write-Intensive Applications in All-Flash Storage Systems	36
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization	35
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights	35
Static Algorithm Allocation with Duplication in Robotic Network Cloud Systems	35
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation	34
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge	34
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters	34
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis	34
A Survey of Storage Systems in the RDMA Era	34
An Efficient Algorithm for Hamiltonian Path Embedding of $k$-Ary $n$-Cubes under the Partitioned Edge Fault Model	33
VCSR: An Efficient GPU Memory-Aware Sparse Format	33
Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs	33
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems	33
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms	33
MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging	32
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap	32
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems	32
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor	32
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing	32
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers	31
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation	31
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems	31
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction	31
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism	31
GML: Efficiently Auto-Tuning Flink's Configurations Via Guided Machine Learning	30
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment	30
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing	30
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems	29
Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization	29
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Clemson University	29
Predicting Throughput of Distributed Stochastic Gradient Descent	28
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU	28
A Practical Framework for Secure Document Retrieval in Encrypted Cloud File Systems	28
Timed Loops for Distributed Storage in Wireless Networks	28
Dynamic GPU Energy Optimization for Machine Learning Training Workloads	28
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs	28
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit	28
Doing More With Less: Balancing Probing Costs and Task Offloading Efficiency At the Network Edge	28
Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems	27
Parallel and Distributed Bayesian Network Structure Learning	27
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems	27
Revisiting PM-Based B-Tree With Persistent CPU Cache	27
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization	27
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management	26
Toward Load-Balanced Redundancy Transitioning for Erasure-Coded Storage	26
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints	26
LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment	26
Optimization of Reactive Force Field Simulation: Refactor, Parallelization, and Vectorization for Interactions	26
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid	26
NetSHa: In-Network Acceleration of LSH-Based Distributed Search	26
Understanding the Impact of Data Staging for Coupled Scientific Workflows	25
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing	25
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training	25
Microservice Deployment in Edge Computing Based on Deep Q Learning	25
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection	25
CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead	25
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores	25
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds	25
UFC2: User-Friendly Collaborative Cloud	25
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion	24
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs	24
RADAR: A Skew-Resistant and Hotness-Aware Ordered Index Design for Processing-in-Memory Systems	24
MRCN: Throughput-Oriented Multicast Routing for Customized Network-on-Chips	24
Multi-Agent Collaboration for Workflow Task Offloading in End-Edge-Cloud Environments Using Deep Reinforcement Learning	24
On the Analysis of Cache Invalidation With LRU Replacement	24
On Mixing Eventual and Strong Consistency: Acute Cloud Types	24
Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure Aggregation	24
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds	24
Online Pricing and Trading of Private Data in Correlated Queries	24
Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks	24
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer	24
Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques	24
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method	23

VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems	23
Critique of “Data Flow Lifecycles for Optimizing Workflow Coordination” by SCC Team From National Tsing Hua University	23
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems — Scalability, Performance and Availability	23
Scaling Poisson Solvers on Many Cores via MMEwald	23
Safe Multi-Agent Deep Reinforcement Learning for the Management of Autonomous Connected Vehicles at Future Intersections	23
EDTC: Exact Triangle Counting for Dynamic Graphs on GPU	23
Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme	23
COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems	23
Monte: SFCs Migration Scheme in the Distributed Programmable Data Plane	23
On Model Transmission Strategies in Federated Learning With Lossy Communications	23
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis	23
Propagation Pattern for Moment Representation of the Lattice Boltzmann Method	23
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations	23
Estuary: A Low Cross-Shard Blockchain Sharding Protocol Based on State Splitting	23
Floating Point Calculation of the Cube Function on FPGAs	22
CREPE: Concurrent Reverse-Modulo-Scheduling and Placement for CGRAs	22
An Unequal Caching Strategy for Shared-Memory Graph Analytics	22
Improved Methods of Task Assignment and Resource Allocation With Preemption in Edge Computing Systems	22
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From ShanghaiTech University	22
GPABE: GPU-Based Parallelization Framework for Attribute-Based Encryption Schemes	21
NDP: Network Division Positioning for Irregular Multi-Hop Networks	21
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments	21
Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order Execution	21
Guest Editorial:Special Section on SC22 Student Cluster Competition	21
High Performance OpenCL-Based GEMM Kernel Auto-Tuned by Bayesian Optimization	21
m2LLM: A Multi-Dimensional Optimization Framework for LLM Inference on Mobile Devices	21
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning	21
APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators	20
RPCE: Dynamic Data Replicas Placement Management by Cloud and Edge Collaboration	20
FedTune-SGM: A Stackelberg-Driven Personalized Federated Learning Strategy for Edge Networks	20
MUCVR: Edge Computing-Enabled High-Quality Multi-User Collaboration for Interactive MVR	20
SelectiveEC: Towards Balanced Recovery Load on Erasure-Coded Storage Systems	19
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System	19
IRIS: A Performance-Portable Framework for Cross-Platform Heterogeneous Computing	19
Accelerating Deep Learning Inference via Model Parallelism and Partial Computation Offloading	19
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation	19
AdaptChain: Adaptive Scaling Blockchain With Transaction Deduplication	18
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework	18
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining	18
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression	18
Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump	18
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming	18
Concurrent and Orthogonal Software Power Meters for Accurate Runtime Energy Profiling of Parallel Hybrid Programs on Heterogeneous Hybrid Servers	18
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters	18
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore	18
LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge	18
Adaptive Vertical Federated Learning on Unbalanced Features	18
Beyond Belady to Attain a Seemingly Unattainable Byte Miss Ratio for Content Delivery Networks	17
FLUPS - A Flexible and Performant Massively Parallel Fourier Transform Library	17
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration	17
CPLNS: Cooperative Parallel Large Neighborhood Search for Large-Scale Multi-Agent Path Finding	17
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism	17
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs	17
MemTunnel: A CXL-Based Rack-Scale Host Memory Pooling Architecture for Cloud Service	17
Shuffle Differential Private Data Aggregation for Random Population	17
Synergistically Rebalancing the EDP of Container-Based Parallel Applications	17
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From ETH Zürich	17
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems	17
Online Elastic Resource Provisioning With QoS Guarantee in Container-Based Cloud Computing	17
The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge	16
PhaST: Hierarchical Concurrent Log-Free Skip List for Persistent Memory	16
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing	16
Near-Lossless MPI Tracing and Proxy Application Autogeneration	16
Cost-Effective and Low-Latency Data Placement in Edge Environment Based on PageRank-Inspired Regional Value	16
Based on Tensor Core Sparse Kernels Accelerating Deep Neural Networks	16
Privacy Preserving Task Push in Spatial Crowdsourcing With Unknown Popularity	16
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems	16
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework	16
Accelerating Half-Precision Seismic Simulation on Neural Processing Unit	15
GAP-DCCS: A Generic Acceleration Paradigm for Data-Intensive Applications With Efficient Data Compression and Caching Strategy Over CPU-GPU Clusters	15
Rethinking Virtual Machines Live Migration for Memory Disaggregation	15
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks	15
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators	15
A Non-Intrusive Multi-objective Task Scheduling Method for JointCloud Environment	15
A Practical and Efficient Bidirectional Access Control Scheme for Cloud-Edge Data Sharing	15
A Distributed Network-Based Runtime Verification of Full Regular Temporal Properties	15
A Resource-Efficient Predictive Resource Provisioning System in Cloud Systems	15
FEUAGame: Fairness-Aware Edge User Allocation for App Vendors	15
Scheduling Fork-Joins With Communication Delays and Equal Processing Times on Heterogeneous Processors	15
Guest Editorial	15
Loci: Federated Continual Learning of Heterogeneous Tasks at Edge	15
Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness	15
Evaluating Data Redistribution in PaRSEC	15
Accelerating Restarted GMRES With Mixed Precision Arithmetic	15
Node Essentiality Assessment and Distributed Collaborative Virtual Network Embedding in Datacenters	15
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers	15
Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming	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
MoltDB: Accelerating Blockchain via Ancient State Segregation	14
Deep Neural Network Training With Distributed K-FAC	14
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm	14
Toward Materials Genome Big-Data: A Blockchain-Based Secure Storage and Efficient Retrieval Method	14
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing	14
Fast Post-Hoc Normalization for Brain Inspired Sparse Coding on a Neuromorphic Device	14