Journal of Parallel and Distributed Computing

Papers
(The TQCC of Journal of Parallel and Distributed Computing is 8. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Editorial Board275
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing242
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)203
Efficient deterministic MapReduce algorithms for parallelizable problems202
MM-AutoSolver: A multimodal machine learning method for the auto-selection of iterative solvers and preconditioners169
Cost-aware quantum-inspired genetic algorithm for workflow scheduling in hybrid clouds128
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach125
Reload: Deep reinforcement learning-based workload distribution for collaborative edges104
DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning99
A comparative hardware implementation of histogram of oriented gradients as a descriptor in embedded tracking of swarm robots96
Scheduling independent tasks on multiple cloud-assisted edge servers with energy constraint96
Characterization of matroidal connectivity of regular networks85
Zoro: A robotic middleware combining high performance and high reliability77
Towards value-sensitive and poisoning-proof model aggregation for federated learning on heterogeneous data65
Editorial Board59
Architecture slack exploitation for phase classification and performance estimation in server-class processors53
SCIPIS: Scalable and concurrent persistent indexing and search in high-end computing systems50
Leaderless consensus49
Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments46
Neuron grouping and mapping methods for 2D-mesh NoC-based DNN accelerators42
Interactive anomaly-based DDoS attack detection method in cloud computing environments using a third party auditor42
Lifespan-based garbage collection to improve SSD's reliability and performance40
MSHGN: Multi-scenario adaptive hierarchical spatial graph convolution network for GPU utilization prediction in heterogeneous GPU clusters38
Lock-free simulation algorithm to enhance the performance of sequential and parallel DEVS simulators in shared-memory architectures37
The g-extra connectivity of folded crossed cubes36
Ad hoc systems management and specification with distributed Petri nets35
Editorial Board35
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)35
Evaluating performance portability of five shared-memory programming models using a high-order unstructured CFD solver34
Hotspot resolution in cloud computing: A Γ-robust knapsack approach for virtual machine migration33
Editorial Board33
Editorial Board32
An efficient heuristic switch migration scheme for software-defined vehicular networks30
HOTD: A holistic cross-layer time-delay attack detection framework for unmanned aerial vehicle networks30
MIDP: An MDP-based intelligent big data processing scheme for vehicular edge computing29
SimGQ+: Simultaneously evaluating iterative point-to-all and point-to-point graph queries29
Fog computing based public key encryption with multi-keyword search for Internet of vehicles28
Topology-aware GPU job scheduling with deep reinforcement learning and heuristics27
An evaluation of GPU filters for accelerating the 2D convex hull26
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing26
Editorial Board25
Optimizing CNN inference speed over big social data through efficient model parallelism for sustainable web of things24
Editorial Board24
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)23
On the correctness of highly available systems in the presence of failures23
Schedule multi-instance microservices to minimize response time under budget constraint in cloud HPC systems23
QPOPSS: Query and Parallelism Optimized Space-Saving for finding frequent stream elements21
Federated multi-task learning with cross-device heterogeneous task subsets21
Editorial Board21
CP-SGD: Distributed stochastic gradient descent with compression and periodic compensation21
Editorial Board21
ParaLiNGAM: Parallel causal structure learning for linear non-Gaussian acyclic models21
On-demand inference acceleration for directed acyclic graph neural networks over edge-cloud collaboration20
Enabling zero knowledge proof by accelerating zk-SNARK kernels on GPU20
Subversion analyses of hierarchical networks based on (edge) neighbor connectivity20
Cohort-based federated learning services for industrial collaboration on the edge20
Energy-efficient triple modular redundancy scheduling on heterogeneous multi-core real-time systems19
Exploring edge TPU for network intrusion detection in IoT19
Online computation offloading with double reinforcement learning algorithm in mobile edge computing19
Paired 2-disjoint path covers of k-ary n-cubes under the partitioned edge fault model18
List and shelf schedules for independent parallel tasks to minimize the energy consumption with discrete or continuous speeds18
Embedded scaffolding for teaching and assessing inquiry-based hands-on laboratory on distributed systems18
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning18
Massive parallel simulation of gas turbine combustion using a fully implicit unstructured solver on the heterogeneous Sunway Taihulight supercomputer18
DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA18
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks18
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system17
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)17
On fractal cubic network graphs17
Locating a black hole in a dynamic ring17
A multi-level parallel approach to increase the computation efficiency of a global ocean temperature dataset reconstruction16
A two-phase heuristic algorithm for power-aware offline scheduling in IaaS clouds16
Editorial Board16
Dynamic asynchronous iterations16
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)16
Optimal load balancing and assessment of existing load balancing criteria16
Editorial Board16
SEDViN: Secure embedding for dynamic virtual network requests using a multi-attribute matching game15
Leveraging Multi-Instance GPUs through moldable task scheduling15
A novel flow-vector generation approach for malicious traffic detection15
Scheduling coflows for minimizing the total weighted completion time in heterogeneous parallel networks15
Improving the performance of batch schedulers using online job runtime classification15
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)14
Optimizing the layout of embedding BCube into grid architectures14
Fault-tolerance in biswapped multiprocessor interconnection networks14
IMI-GPU: Inverted multi-index for billion-scale approximate nearest neighbor search with GPUs14
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)14
Data quality management in big data: Strategies, tools, and educational implications14
GPU-optimized approaches to molecular docking-based virtual screening in drug discovery: A comparative analysis14
ESMA: Towards elevating system happiness in a decentralized serverless edge computing framework14
Asynchronous simulated annealing on the placement problem: A beneficial race condition13
Editorial Board13
Guest Editorial: Smart mobility management and 5G/beyond 5G (B5G) wireless access13
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows13
Special Issue on Computer Architecture and High-Performance Computing13
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations12
Security vulnerabilities and enhancement of a dynamic auditing scheme for regenerating code-based storage in cloud-fog-assisted IIoT12
Improving the performance of classical linear algebra iterative methods via hybrid parallelism12
Optimizing performance and energy across problem sizes through a search space exploration and machine learning12
Process mapping on any topology with TopoMatch12
The CAMINOS interconnection networks simulator12
PARMA-CC: A family of parallel multiphase approximate cluster combining algorithms12
Editorial Board12
Accelerating MTTKRP for sparse tensor decomposition on GPUs12
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont11
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy11
Exploring multiprocessor approaches to time series analysis11
Verifiable searchable encryption scheme with flexible access control in the cloud11
Line formation and scattering in silent programmable matter11
A distributed-memory MPI parallelization scheme for multi-domain incompressible SPH11
Fault-tolerant resolving power domination of fractal cubic network11
A two-level network-on-chip architecture with multicast support11
VLSI design and its hardware implementation for optimal image dehazing with adaptive bilateral filtering11
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments11
GMC-crypto: Low latency implementation of ECC point multiplication for generic Montgomery curves over GF(p)11
Editorial Board11
Energy allocation and task scheduling in edge devices based on forecast solar energy with meteorological information11
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors11
Time-varying dual accelerated gradient ascent: A fast network optimization algorithm11
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks11
A secure three-factor authentication scheme for IoT environments11
Advanced resource management: A hands-on master course in HPC and cloud computing10
Editorial Board10
Editorial Board10
Experience with adapting to a software framework for a use-case in computational science10
A task processing efficiency improvement scheme based on Cloud-Edge architecture in computationally intensive scenarios10
Content delivery network solutions for the CMS experiment: The evolution towards HL-LHC10
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)10
Teaching parallel and distributed computing using data-intensive computing modules10
Fast recovery for large disk enclosures based on RAID2.0: Algorithms and evaluation10
Editorial Board10
Deep reinforcement learning based controller placement and optimal edge selection in SDN-based multi-access edge computing environments10
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)10
Cloud-edge-end workflow scheduling with multiple privacy levels9
Supporting efficient overlapping of host-device operations for heterogeneous programming with CtrlEvents9
Federated variational generative learning for heterogeneous data in distributed environments9
Editorial Board9
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)9
LOSC: A locality-optimized subgraph construction scheme for out-of-core graph processing9
Staleness aware semi-asynchronous federated learning9
On distributed data aggregation and the precision of approximate histograms9
DH_Aligner: A fast short-read aligner on multicore platforms with AVX vectorization9
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing9
OWL: Worker-assisted server bandwidth optimization for efficient communication federated learning9
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy!9
PAGroup: Privacy-aware grouping framework for high-performance federated learning9
Editorial Board8
Progressive state transfer for BFT with larger-than-memory state8
Reliable communication in dynamic networks with locally bounded byzantine faults8
On the impact of mode transition on phased transactional memory performance8
APT: The master-copy-free training method for quantised neural network on edge devices8
Distributed non-negative RESCAL with automatic model selection for exascale data8
Non-cooperative game algorithms for computation offloading in mobile edge computing environments8
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)8
GreediRIS: Scalable influence maximization using distributed streaming maximum cover8
PA-SPS: A predictive adaptive approach for an elastic stream processing system8
A low-power WNoC transceiver with a novel energy consumption management scheme for dependable IoT systems8
Fine-grain data classification to filter token coherence traffic8
Parallel global edge switching for the uniform sampling of simple graphs with prescribed degrees8
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