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	206
Enabling Large Scale Simulations for Particle Accelerators	196
Design and Implementation of 2D Convolution on x86/x64 Processors	146
Online Container Caching for IoT Data Processing in Serverless Edge Computing	142
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach	136
EdgeTB: A Hybrid Testbed for Distributed Machine Learning at the Edge With High Fidelity	130
H5Intent: Autotuning HDF5 With User Intent	125
fPIM: A Holistic Design to Optimize PIM Data Flow for High Execution Efficiency	115
AWB+-Tree: A Novel Width-Based Index Structure Supporting Hybrid Matching for Large-Scale Content-Based Pub/Sub Systems	115
Fully Decentralized Data Distribution for Large-Scale HPC Systems	113
Mapping Large-Scale Spiking Neural Network on Arbitrary Meshed Neuromorphic Hardware	111
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	107
STR: Hybrid Tensor Re-Generation to Break Memory Wall for DNN Training	106
Replicated Versioned Data Structures for Wide-Area Distributed Systems	102
mtGEMM: An Efficient GEMM Library for Modern Multi-Core DSPs	95
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	94
Large-Scale Neural Network Quantum States Calculation for Quantum Chemistry on a New Sunway Supercomputer	91
An Efficient Bottleneck Planes Exclusion Method for Reconfiguring 3D VLSI Arrays	88
A Point Cloud Video Recognition Acceleration Framework Based on Tempo-Spatial Information	88
IRHunter: Universal Detection of Instruction Reordering Vulnerabilities for Enhanced Concurrency in Distributed and Parallel Systems	87
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations	85
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	84
UniOrch: A Unified Mixed Framework for High-Efficiency LLM Training on Heterogeneous AI Chips	82
Bal-DGCN: A Hardware Acceleration Framework for Balanced Computational Efficiency in DGCNs	80
Optimizing Data Locality by Integrating Intermediate Data Partitioning and Reduce Task Scheduling in Spark Framework	77

Federated Learning With Nesterov Accelerated Gradient	75
On the Message Complexity of Fault-Tolerant Computation: Leader Election and Agreement	71
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	71
ComStar: Compression-Aware Stream Query for Heterogeneous Hybrid Architecture	69
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications	69
HarmonyCache: Scalable In-Network Cache With Read-Write Separation	67
DyLaClass: Dynamic Labeling Based Classification for Optimal Sparse Matrix Format Selection in Accelerating SpMV	67
On the Performance of SMASH: A Non-Preemptive Window-Based Scheduler for Multiserver Jobs	66
PHIDE: A Parallel Hybrid Direct–Iterative Eigensolver for Hermitian Eigenvalue Problems	65
Simple, Fast and Widely Applicable Concurrent Memory Reclamation via Neutralization	64
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network	64
Securing Fine-Grained Data Sharing and Erasure in Outsourced Storage Systems	63
Asynchronous Algorithms for Decentralized Resource Allocation Over Directed Networks	62
Graph-Centric Performance Analysis for Large-Scale Parallel Applications	62
BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription	61
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration	60
Tag-Sharer-Fusion Directory: A Scalable Coherence Directory With Flexible Entry Formats	60
Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning	60
Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning	58
CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory	58
Efficient and Automated Deployment Architecture for OpenStack in TianHe SuperComputing Environment	57
Scalable Hybrid Learning Techniques for Scientific Data Compression	57
Building Accurate and Interpretable Online Classifiers on Edge Devices	55
Cannikin: No Lagger of SLO in Concurrent Multiple LoRA LLM Serving	55
Coordinating Fast Concurrency Adapting With Autoscaling for SLO-Oriented Web Applications	54
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads	53
Improving the Scalability of GPU Synchronization Primitives	51
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms	51
PreTrans: Enabling Efficient CGRA Multi-Task Context Switch Through Config Pre-Mapping and Data Transceiving	50
LB-Chain: Load-Balanced and Low-Latency Blockchain Sharding via Account Migration	49
AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems	49
Multi-Swarm Co-Evolution Based Hybrid Intelligent Optimization for Bi-Objective Multi-Workflow Scheduling in the Cloud	48
Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation	48
AIDTN: Towards a Real-Time AI Optimized DTN System With NVMeoF	48
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency	47
SSRAID: A Stripe-Queued and Stripe-Threaded Merging I/O Strategy to Improve Write Performance of Serial Interface SSD RAID	47
Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation	46
A Lightweight and Fine-Grained Ciphertext Search Scheme for Big Data Assisted by Proxy Servers	46
HashCache: Accelerating Serverless Computing by Skipping Duplicated Function Execution	45
Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning	45
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From the University of Texas at Austin	44
DynPipe: Toward Dynamic End-to-End Pipeline Parallelism for Interference-Aware DNN Training	44
Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data	43
Decentralised Data Quality Control in Ground Truth Production for Autonomic Decisions	43
Libfork: Portable Continuation-Stealing With Stackless Coroutines	43
2024 Reviewers List*	43
cuFastTuckerPlusTC: A Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores	42
Congestion Control for Datacenter Networks: A Control-Theoretic Approach	40
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra	40
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications	39

SEMSO: A Secure and Efficient Multi-Data Source Blockchain Oracle	39
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets	39
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks	38
Do Not Forget the Role of Address Mapping Policy in Achieving DRAM-Less SSD Performance	37
Static Algorithm Allocation with Duplication in Robotic Network Cloud Systems	37
Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning	37
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From Tsinghua University	37
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms	36
An Efficient Algorithm for Hamiltonian Path Embedding of $k$-Ary $n$-Cubes under the Partitioned Edge Fault Model	36
Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs	36
Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap	35
FedVeca: Federated Vectorized Averaging on Non-IID Data With Adaptive Bi-Directional Global Objective	35
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems	35
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation	34
Optimal Convex Hull Formation on a Grid by Asynchronous Robots With Lights	34
HSA-Net: Hidden-State-Aware Networks for High-Precision QoS Prediction	34
SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor	34
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing	34
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems	33
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism	33
Bandwidth-Aware Scheduling Repair Techniques in Erasure-Coded Clusters: Design and Analysis	32
HiTDL: High-Throughput Deep Learning Inference at the Hybrid Mobile Edge	32
HybRAID: A High-Performance Hybrid RAID Storage Architecture for Write-Intensive Applications in All-Flash Storage Systems	32
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs	32
EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing	32
Improving the Restore Performance of Fine-Grained Deduplication on Docker Container Image Storage	32
Optimizing Management of Persistent Data Structures in High-Performance Analytics	32
Joint Coverage-Reliability for Budgeted Edge Application Deployment in Mobile Edge Computing Environment	32
From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization	31
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems	31
Scalable and Efficient Reinforcement Learning for Virtual Machine Rescheduling in Cloud Data Centers	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	31
A Survey of Storage Systems in the RDMA Era	31
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems	30
CIA: A Collaborative Integrity Auditing Scheme for Cloud Data With Multi-Replica on Multi-Cloud Storage Providers	30
VCSR: An Efficient GPU Memory-Aware Sparse Format	30
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters	30
Necessary Feasibility Analysis for Mixed-Criticality Real-Time Embedded Systems	29
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training	29
Critique of “MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization” by SCC Team From Clemson University	29
Graphite: Hardware-Aware GNN Reshaping for Acceleration With GPU Tensor Cores	29
Doing More With Less: Balancing Probing Costs and Task Offloading Efficiency At the Network Edge	29
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit	29
Accelerated Information Dissemination for Replica Selection in Distributed Key-Value Store Systems	28
P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs	28
Toward Load-Balanced Redundancy Transitioning for Erasure-Coded Storage	28
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints	28
NetSHa: In-Network Acceleration of LSH-Based Distributed Search	27
Revisiting PM-Based B-Tree With Persistent CPU Cache	27
Understanding the Impact of Data Staging for Coupled Scientific Workflows	27
HI-Kyber: A Novel High-Performance Implementation Scheme of Kyber Based on GPU	27
Styx: An Efficient Workflow Engine for Serverless Platforms	26
Parallel and Distributed Bayesian Network Structure Learning	26
Improving Fairness for SSD Devices through DRAM Over-Provisioning Cache Management	26
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid	26
Taming Offload Overheads in a Massively Parallel Open-Source RISC-V MPSoC: Analysis and Optimization	26
Predicting Throughput of Distributed Stochastic Gradient Descent	25
FEditor: Consecutive Task Placement With Adjustable Shapes Using FPGA State Frames	25
Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization	25
Monte: SFCs Migration Scheme in the Distributed Programmable Data Plane	24
LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment	24
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds	24
Critique of “Data Flow Lifecycles for Optimizing Workflow Coordination” by SCC Team From National Tsing Hua University	24
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing	24
UFC2: User-Friendly Collaborative Cloud	24
Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning for IoT Anomaly Detection	24
Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques	23
EDTC: Exact Triangle Counting for Dynamic Graphs on GPU	23
Content Collaborative Caching Strategy in the Edge Maintenance of Communication Network: A Joint Download Delay and Energy Consumption Method	23
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion	22
Increasing the Efficiency of Massively Parallel Sparse Matrix-Matrix Multiplication in First-Principles Calculation on the New-Generation Sunway Supercomputer	22
Fed-Grow: Federating to Grow Transformers for Resource-Constrained Users Without Model Sharing	22
Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations	22
Parallel Multi Objective Shortest Path Update Algorithm in Large Dynamic Networks	22
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds	22
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs	22
On Model Transmission Strategies in Federated Learning With Lossy Communications	21
Safe Multi-Agent Deep Reinforcement Learning for the Management of Autonomous Connected Vehicles at Future Intersections	21
On Mixing Eventual and Strong Consistency: Acute Cloud Types	21

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