Journal of Parallel and Distributed Computing

Papers
(The median citation count of Journal of Parallel and Distributed Computing is 1. 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 2021-02-01 to 2025-02-01.)
ArticleCitations
Rival-Model Penalized Self-Organizing Map enforced DDoS attack prevention mechanism for software defined network-based cloud computing environment216
Decentralized learning works: An empirical comparison of gossip learning and federated learning144
Graph-Waving architecture: Efficient execution of graph applications on GPUs131
MIRAGE: A consolidation aware migration avoidance genetic job scheduling algorithm for virtualized data centers121
DriverRep: Driver identification through driving behavior embeddings109
Asynchronous simulated annealing on the placement problem: A beneficial race condition107
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing105
Editorial Board87
Special Issue on Computer Architecture and High-Performance Computing87
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Adaptive scheduling of multiprogrammed dynamic-multithreading applications69
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Speculative inter-thread store-to-load forwarding in SMT architectures53
Strategic investments in distributed computing: A stochastic game perspective51
TERMS: Task management policies to achieve high performance for mixed workloads using surplus resources51
A mobility-based deployment strategy for edge data centers49
Error-sensitive proof-labeling schemes46
Guest Editorial: Smart mobility management and 5G/beyond 5G (B5G) wireless access45
Editorial Board41
EdgeDecAp: An auction-based decentralized algorithm for optimizing application placement in edge computing40
Extreme flow decomposition for multi-source multicast with intra-session network coding39
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Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)37
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)37
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows36
Editorial Board33
Data-centric workloads with MPI_Sort33
Adaptive patch grid strategy for parallel protein folding using atomic burials with NAMD33
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)30
A Petri net extension for systems of concurrent communicating agents with durable actions30
Teaching parallel and distributed computing concepts in simulation with WRENCH29
Editorial Board29
Techniques and tools for visually introducing freshmen to object-based thread abstractions28
The power of agents in a dispersed system – The Shapley-Shubik power index27
Spartan: Sparse Robust Addressable Networks26
High performance GPU primitives for graph-tensor learning operations26
QoS provision in hierarchical and non-hierarchical switch architectures26
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Blockchain-enabled secure communications in smart cities22
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Momentum-driven adaptive synchronization model for distributed DNN training on HPC clusters20
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PARMA-CC: A family of parallel multiphase approximate cluster combining algorithms19
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations18
Efficient deterministic MapReduce algorithms for parallelizable problems18
An arbitrable outsourcing data audit scheme supporting credit reward and punishment and multi-user sharing18
A parallel algorithm for constructing multiple independent spanning trees in bubble-sort networks18
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Optimizing performance and energy across problem sizes through a search space exploration and machine learning18
Improving the performance of classical linear algebra iterative methods via hybrid parallelism17
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HeRAFC: Heuristic resource allocation and optimization in MultiFog-Cloud environment17
ESMA: Towards elevating system happiness in a decentralized serverless edge computing framework17
A secure and efficient three-factor authentication protocol for IoT environments16
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy16
Survey of federated learning in intrusion detection16
Sigmoid: An auto-tuned load balancing algorithm for heterogeneous systems16
Hybrid heuristic-based key generation protocol for intelligent privacy preservation in cloud sector16
Exploring job running path to predict runtime on multiple production supercomputers16
QoS provision for vehicle big data by parallel transmission based on heterogeneous network characteristics prediction16
A GAN-based method for time-dependent cloud workload generation15
SpChar: Characterizing the sparse puzzle via decision trees15
Fog computing: A taxonomy, systematic review, current trends and research challenges15
PerfTop: Towards performance prediction of distributed learning over general topology15
Multi-directional Sobel operator kernel on GPUs15
LOCATOR: Low-power ORB accelerator for autonomous cars15
DRACO: Distributed Resource-aware Admission Control for large-scale, multi-tier systems15
Efficient topology reconfiguration for NoC-based multiprocessors: A greedy-memetic algorithm14
Read/write fence-free work-stealing with multiplicity14
Systematic search space design for energy-efficient static scheduling of moldable tasks14
Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks14
A novel HPL-AI approach for FP16-only accelerator and its instantiation on Kunpeng+Ascend AI-specific platform14
Exploring energy saving opportunities in fault tolerant HPC systems14
Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features14
CUDA acceleration of MI-based feature selection methods14
Improving the accuracy of energy predictive models for multicore CPUs by combining utilization and performance events model variables14
Efficient hierarchical hash tree for OpenFlow packet classification with fast updates on GPUs14
Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread13
Trustzone-based secure lightweight wallet for hyperledger fabric13
A scalable blockchain based trust management in VANET routing protocol13
Process mapping on any topology with TopoMatch13
HBPB, applying reuse distance to improve cache efficiency proactively13
Oppositional chaos game optimization based clustering with trust based data transmission protocol for intelligent IoT edge systems13
PiPar: Pipeline parallelism for collaborative machine learning13
Distributed-memory tensor completion for generalized loss functions in python using new sparse tensor kernels13
Performance modeling on DaVinci AI core13
Tensor slicing and optimization for multicore NPUs13
Improving multitask performance and energy consumption with partial-ISA multicores12
Algorithms for addressing line-of-sight issues in mmWave WiFi networks using access point mobility12
Avoiding data loss and corruption for file transfers with Fast Integrity Verification12
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach12
PUMIPic: A mesh-based approach to unstructured mesh Particle-In-Cell on GPUs11
Cost-aware quantum-inspired genetic algorithm for workflow scheduling in hybrid clouds11
Integrating batched sparse iterative solvers for the collision operator in fusion plasma simulations on GPUs11
DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning11
TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs11
Energy allocation and task scheduling in edge devices based on forecast solar energy with meteorological information11
RF-RISA: A novel flexible random forest accelerator based on FPGA11
PRI: PCH-based privacy-preserving with reusability and interoperability for enhancing blockchain scalability11
A two-level network-on-chip architecture with multicast support11
In-depth FPGA accelerator performance evaluation with single node benchmarks from the HPC challenge benchmark suite for Intel and Xilinx FPGAs using OpenCL11
Analytical performance estimation during code generation on modern GPUs10
An intelligent hybrid method: Multi-objective optimization for MEC-enabled devices of IoE10
POCache: Toward robust and configurable straggler tolerance with parity-only caching10
Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds10
Mutual visibility by fat robots with slim omnidirectional camera10
Architecting a congestion pre-avoidance and load-balanced wireless network-on-chip10
JMDC: A joint model and data compression system for deep neural networks collaborative computing in edge-cloud networks10
Revisiting thread configuration of SpMV kernels on GPU: A machine learning based approach9
Neuron grouping and mapping methods for 2D-mesh NoC-based DNN accelerators9
Deep reinforcement learning based controller placement and optimal edge selection in SDN-based multi-access edge computing environments9
Deep learning based data prefetching in CPU-GPU unified virtual memory9
Optimization of elliptic curve scalar multiplication using constraint based scheduling9
Corrigendum to “MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training” [Journal of Parallel and Distributed Computing 183 (2024) 104764]9
Anomaly detection based on LSTM and autoencoders using federated learning in smart electric grid9
Reliability assessment for k-ary n-cubes with faulty edges9
A decentralized algorithm to combine topology control with network coding9
Blockchain-based eHealth system for auditable EHRs manipulation in cloud environments9
GMC-crypto: Low latency implementation of ECC point multiplication for generic Montgomery curves over GF(p)9
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments9
Dispersion of mobile robots using global communication9
Discriminating flash crowds from DDoS attacks using efficient thresholding algorithm9
A novel MPI+MPI hybrid approach combining MPI-3 shared memory windows and C11/C++11 memory model8
Exploring multiprocessor approaches to time series analysis8
BSF: A parallel computation model for scalability estimation of iterative numerical algorithms on cluster computing systems8
Connected k-coverage in two-dimensional wireless sensor networks using hexagonal slicing and area stretching8
Optically connected memory for disaggregated data centers8
Data stream clustering for low-cost machines8
Redactable consortium blockchain based on verifiable distributed chameleon hash functions8
Goal-driven scheduling model in edge computing for smart city applications8
Leaderless consensus8
A module-based introduction to heterogeneous computing in core courses8
FMapper: Scalable read mapper based on succinct hash index on SunWay TaihuLight8
GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization8
Revisiting I/O bandwidth-sharing strategies for HPC applications8
Reliability of the weight vector generation method of the multi-objective evolutionary algorithm and application8
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things8
MSHGN: Multi-scenario adaptive hierarchical spatial graph convolution network for GPU utilization prediction in heterogeneous GPU clusters8
IoT architecture for adaptation to transient devices8
Editorial Board7
A unified hybrid memory system for scalable deep learning and big data applications7
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Probabilistic and temporal failure detectors for solving distributed problems7
A Seer knows best: Auto-tuned object storage shuffling for serverless analytics7
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont7
Effective switchless inter-FPGA memory networks7
Hierarchical sort-based parallel algorithm for dynamic interest matching7
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Characterization of matroidal connectivity of regular networks7
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Improving concurrency and memory usage in distributed operating systems for lightweight manycores via cooperative time-sharing lightweight tasks7
A distributed learning based on robust diffusion SGD over adaptive networks with noisy output data7
PHY: A performance-driven hybrid communication compression method for distributed training7
SCIPIS: Scalable and concurrent persistent indexing and search in high-end computing systems7
IAP-SpTV: An input-aware adaptive pipeline SpTV via GCN on CPU-GPU7
Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques7
Atomic Appends in Asynchronous Byzantine Distributed Ledgers7
Zoro: A robotic middleware combining high performance and high reliability6
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency6
A secure three-factor authentication scheme for IoT environments6
Randomized renaming in shared memory systems6
Architecture slack exploitation for phase classification and performance estimation in server-class processors6
Abaci-finder: Linux kernel crash classification through stack trace similarity learning6
Editorial Board6
Lifespan-based garbage collection to improve SSD's reliability and performance6
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors6
Packing internally disjoint Steiner trees to compute the κ3-connectivity in augmented cubes6
DDF Library: Enabling functional programming in a task-based model6
Targeting a light-weight and multi-channel approach for distributed stream processing6
Reinforcement learning for cost-effective IoT service caching at the edge6
Early scheduling on steroids: Boosting parallel state machine replication6
Time-varying dual accelerated gradient ascent: A fast network optimization algorithm6
Reachability in parallel programs is polynomial in the number of threads6
A parallel branch-and-bound algorithm with history-based domination and its application to the sequential ordering problem6
Core-aware combining: Accelerating critical section execution on heterogeneous multi-core systems via combining synchronization6
Editorial Board6
Locally solvable tasks and the limitations of valency arguments6
Separating lock-freedom from wait-freedom at every level of the consensus hierarchy6
Efficient microscopy image analysis on CPU-GPU systems with cost-aware irregular data partitioning6
A taxi dispatch system based on prediction of demand and destination5
On the implementation of memory reclamation methods in a lock-free hash trie design5
Edge computing server placement with capacitated location allocation5
CCFTL: A novel continuity compressed page-level flash address mapping method for SSDs5
PBBFMM3D: A parallel black-box algorithm for kernel matrix-vector multiplication5
Behavior analysis and blockchain based trust management in VANETs5
The g-extra connectivity of folded crossed cubes5
Resource optimizing federated learning for use with IoT: A systematic review5
MSLShard: An efficient sharding-based trust management framework for blockchain-empowered IoT access control5
Teaching and learning HPC through serious games5
Interactive anomaly-based DDoS attack detection method in cloud computing environments using a third party auditor5
: Graph Meta Reinforcement learning for multi-objective influence maximization5
Optimal placement of applications in the fog environment: A systematic literature review5
Distributed three-way formal concept analysis for large formal contexts5
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS5
High performance HITA based Binary Edward Curve Crypto processor for FPGA platforms5
Editorial Board5
Cooperative energy transactions in micro and utility grids integrating energy storage systems5
Multi-objective biogeography-based optimization and reinforcement learning hybridization for network-on chip reliability improvement5
TurBO: A cost-efficient configuration-based auto-tuning approach for cluster-based big data frameworks5
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices5
RDIC: A blockchain-based remote data integrity checking scheme for IoT in 5G networks5
Scheduling independent tasks on multiple cloud-assisted edge servers with energy constraint5
A distributed-memory MPI parallelization scheme for multi-domain incompressible SPH5
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks5
Efficient Performance Prediction for Apache Spark5
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing4
Editorial Board4
Distributed programming of a hyperspectral image registration algorithm for heterogeneous GPU clusters4
Research on resource allocation technology in highly trusted environment of edge computing4
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles4
OASR-WFBP: An overlapping aware start-up sharing gradient merging strategy for efficient communication in distributed deep learning4
Secure data outsourcing in presence of the inference problem: A graph-based approach4
MDScale: Scalable multi-GPU bonded and short-range molecular dynamics4
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs4
Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing4
Meta-Fed IDS: Meta-learning and Federated learning based fog-cloud approach to detect known and zero-day cyber attacks in IoMT networks4
Federated Bayesian optimization XGBoost model for cyberattack detection in internet of medical things4
A novel neural network approach for airfoil mesh quality evaluation4
Affinity-aware resource provisioning for long-running applications in shared clusters4
Towards value-sensitive and poisoning-proof model aggregation for federated learning on heterogeneous data4
Using hardware performance counters to speed up autotuning convergence on GPUs4
PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities4
A stochastic mobility model for traffic forecasting in urban environments4
Component diagnosability in terms of component connectivity of hypercube-based compound networks4
An efficient heuristic switch migration scheme for software-defined vehicular networks4
Evaluating performance portability of five shared-memory programming models using a high-order unstructured CFD solver4
Using hardware-transactional-memory support to implement speculative task execution4
Mutation and dynamic objective-based farmland fertility algorithm for workflow scheduling in the cloud4
MIDP: An MDP-based intelligent big data processing scheme for vehicular edge computing4
Machine learning for optimal selection of sparse triangular system solvers on GPUs4
An efficient conference key agreement protocol suited for resource constrained devices4
A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles4
The cluster coffer: Teaching HPC on the road4
MapReduce algorithms for robust center-based clustering in doubling metrics4
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing4
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Modelling and analysing IoT systems3
Application of the Layered Algorithm in search of an airborne contaminant source3
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Exponential type of many-to-many edge disjoint paths on ternary n-cubes3
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An adaptive multi-agent system for task reallocation in a MapReduce job3
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