OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Parallel and Distributed Systems is 51. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Internet Traffic Privacy Enhancement with Masking: Optimization and Trade-Offs	291
2020 Reviewers List	241
Guest Editorial: Special Section on SC19 Student Cluster Competition	212
Spread+: Scalable Model Aggregation in Federated Learning With Non-IID Data	195
SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services	190
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association	155
Dynamic Controller/Switch Mapping: A Service Oriented Assignment Approach	148
CloudSentry: Two-Stage Heavy Hitter Detection for Cloud-Scale Gateway Overload Protection	142
Communication Optimization Algorithms for Distributed Deep Learning Systems: A Survey	127
Floating Point Calculation of the Cube Function on FPGAs	123
Chasing Common Knowledge: Joint Large Model Selection and Pulling in MEC With Parameter Sharing	123
ViTeGNN: Towards Versatile Inference of Temporal Graph Neural Networks on FPGA	111
GPABE: GPU-Based Parallelization Framework for Attribute-Based Encryption Schemes	101
GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds	100
A Parallel Jacobi-Embedded Gauss-Seidel Method	96
eHotSnap: An Efficient and Hot Distributed Snapshots System for Virtual Machine Cluster	92
FedTune-SGM: A Stackelberg-Driven Personalized Federated Learning Strategy for Edge Networks	88
Federated Learning With Nesterov Accelerated Gradient	80
2021 Index IEEE Transactions on Parallel and Distributed Systems Vol. 32	80
SketchINT: Empowering INT With TowerSketch for Per-Flow Per-Switch Measurement	79
Accurate Differentially Private Deep Learning on the Edge	78
Faber: A Hardware/SoftWare Toolchain for Image Registration	77
Availability-Aware Revenue-Effective Application Deployment in Multi-Access Edge Computing	77
A Memory-Constraint-Aware List Scheduling Algorithm for Memory-Constraint Heterogeneous Muti-Processor System	77
VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service	76

FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training	75
OptZConfig: Efficient Parallel Optimization of Lossy Compression Configuration	73
Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum	73
Batch Crowdsourcing for Complex Tasks Based on Distributed Team Formation in E-Markets	70
Jdebug: A Fast, Non-Intrusive and Scalable Fault Locating Tool for Ten-Million-Scale Parallel Applications	69
Communicational and Computational Efficient Federated Domain Adaptation	67
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing	65
Design and Implementation of 2D Convolution on x86/x64 Processors	65
Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing	64
TriangleKV: Reducing Write Stalls and Write Amplification in LSM-Tree Based KV Stores With Triangle Container in NVM	61
SconeKV: A Scalable, Strongly Consistent Key-Value Store	60
Enabling Large Scale Simulations for Particle Accelerators	60
Theoretical Analysis of an Adaptive Periodic Multi Installment Scheduling With Result Retrieval for SAR Image Processing	60
Critique of “A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery” by SCC Team From ShanghaiTech University	60
A Novel Compute-Efficient Tridiagonal Solver for Many-Core Architectures	58
Co-Concurrency Mechanism for Multi-GPUs in Distributed Heterogeneous Environments	58
PayDebt: Reduce Buffer Occupancy Under Bursty Traffic on Large Clusters	58
Replicated Versioned Data Structures for Wide-Area Distributed Systems	56
Enabling In-Network Floating-Point Arithmetic for Efficient Computation Offloading	56
Blockchain-Based P2P Content Delivery With Monetary Incentivization and Fairness Guarantee	55
Sentinels and Twins: Effective Integrity Assessment for Distributed Computation	55
mpi4py.futures: MPI-Based Asynchronous Task Execution for Python	54
A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization	53
DELICIOUS: Deadline-Aware Approximate Computing in Cache-Conscious Multicore	53
High-Performance Routing With Multipathing and Path Diversity in Ethernet and HPC Networks	52
The Tiny-Tasks Granularity Trade-Off: Balancing Overhead Versus Performance in Parallel Systems	52
Towards Efficient Large-Scale Interprocedural Program Static Analysis on Distributed Data-Parallel Computation	51