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 2021-11-01 to 2025-11-01.)
ArticleCitations
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach229
MM-AutoSolver: A multimodal machine learning method for the auto-selection of iterative solvers and preconditioners204
Cost-aware quantum-inspired genetic algorithm for workflow scheduling in hybrid clouds176
Algorithms for addressing line-of-sight issues in mmWave WiFi networks using access point mobility171
Editorial Board140
Efficient deterministic MapReduce algorithms for parallelizable problems118
DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning100
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing99
Hybrid heuristic-based key generation protocol for intelligent privacy preservation in cloud sector95
SCIPIS: Scalable and concurrent persistent indexing and search in high-end computing systems85
Towards value-sensitive and poisoning-proof model aggregation for federated learning on heterogeneous data72
Lock-free simulation algorithm to enhance the performance of sequential and parallel DEVS simulators in shared-memory architectures71
A comparative hardware implementation of histogram of oriented gradients as a descriptor in embedded tracking of swarm robots69
The g-extra connectivity of folded crossed cubes56
Lifespan-based garbage collection to improve SSD's reliability and performance52
Interactive anomaly-based DDoS attack detection method in cloud computing environments using a third party auditor52
Scheduling independent tasks on multiple cloud-assisted edge servers with energy constraint51
Editorial Board49
MSHGN: Multi-scenario adaptive hierarchical spatial graph convolution network for GPU utilization prediction in heterogeneous GPU clusters45
Characterization of matroidal connectivity of regular networks40
Zoro: A robotic middleware combining high performance and high reliability38
Editorial Board37
Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments37
Neuron grouping and mapping methods for 2D-mesh NoC-based DNN accelerators36
Architecture slack exploitation for phase classification and performance estimation in server-class processors35
Leaderless consensus34
Fog computing based public key encryption with multi-keyword search for Internet of vehicles31
Editorial Board31
Topology-aware GPU job scheduling with deep reinforcement learning and heuristics31
Editorial Board30
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing30
SimGQ+: Simultaneously evaluating iterative point-to-all and point-to-point graph queries30
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)29
MIDP: An MDP-based intelligent big data processing scheme for vehicular edge computing29
Hotspot resolution in cloud computing: A Γ-robust knapsack approach for virtual machine migration28
An evaluation of GPU filters for accelerating the 2D convex hull28
Evaluating performance portability of five shared-memory programming models using a high-order unstructured CFD solver27
Editorial Board27
HOTD: A holistic cross-layer time-delay attack detection framework for unmanned aerial vehicle networks27
Ad hoc systems management and specification with distributed Petri nets26
An efficient heuristic switch migration scheme for software-defined vehicular networks25
Profit maximization for security-aware task offloading in edge-cloud environment24
Editorial Board24
Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy24
Editorial Board23
Energy-efficient triple modular redundancy scheduling on heterogeneous multi-core real-time systems22
Optimizing CNN inference speed over big social data through efficient model parallelism for sustainable web of things22
Schedule multi-instance microservices to minimize response time under budget constraint in cloud HPC systems22
Exploring edge TPU for network intrusion detection in IoT22
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)20
Federated multi-task learning with cross-device heterogeneous task subsets20
On the correctness of highly available systems in the presence of failures19
QPOPSS: Query and Parallelism Optimized Space-Saving for finding frequent stream elements19
Editorial Board18
Blockchain-based automated and robust cyber security management18
On-demand inference acceleration for directed acyclic graph neural networks over edge-cloud collaboration18
Editorial Board18
Subversion analyses of hierarchical networks based on (edge) neighbor connectivity18
ParaLiNGAM: Parallel causal structure learning for linear non-Gaussian acyclic models18
Cohort-based federated learning services for industrial collaboration on the edge18
CP-SGD: Distributed stochastic gradient descent with compression and periodic compensation18
Online computation offloading with double reinforcement learning algorithm in mobile edge computing18
Enabling zero knowledge proof by accelerating zk-SNARK kernels on GPU17
Embedded scaffolding for teaching and assessing inquiry-based hands-on laboratory on distributed systems17
Massive parallel simulation of gas turbine combustion using a fully implicit unstructured solver on the heterogeneous Sunway Taihulight supercomputer17
DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA16
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning16
Dynamic fault tolerant scheduling with response time minimization for multiple failures in cloud16
Locating a black hole in a dynamic ring15
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks15
On fractal cubic network graphs15
A multi-level parallel approach to increase the computation efficiency of a global ocean temperature dataset reconstruction15
List and shelf schedules for independent parallel tasks to minimize the energy consumption with discrete or continuous speeds15
Paired 2-disjoint path covers of k-ary n-cubes under the partitioned edge fault model15
Fault-tolerance in biswapped multiprocessor interconnection networks15
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system15
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)15
Improving the performance of batch schedulers using online job runtime classification14
A novel flow-vector generation approach for malicious traffic detection14
GPU-optimized approaches to molecular docking-based virtual screening in drug discovery: A comparative analysis14
Leveraging Multi-Instance GPUs through moldable task scheduling14
Editorial Board14
Optimal load balancing and assessment of existing load balancing criteria14
XML2HBase: Storing and querying large collections of XML documents using a NoSQL database system14
A fine-grained anonymous handover authentication protocol based on consortium blockchain for wireless networks14
Scheduling coflows for minimizing the total weighted completion time in heterogeneous parallel networks14
A two-phase heuristic algorithm for power-aware offline scheduling in IaaS clouds13
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)13
Optimizing the layout of embedding BCube into grid architectures13
Dynamic asynchronous iterations13
Editorial Board13
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)13
Data quality management in big data: Strategies, tools, and educational implications13
The CAMINOS interconnection networks simulator13
IMI-GPU: Inverted multi-index for billion-scale approximate nearest neighbor search with GPUs13
Improving the performance of classical linear algebra iterative methods via hybrid parallelism12
Editorial Board12
Energy allocation and task scheduling in edge devices based on forecast solar energy with meteorological information12
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations12
QoS provision for vehicle big data by parallel transmission based on heterogeneous network characteristics prediction12
Asynchronous simulated annealing on the placement problem: A beneficial race condition12
Optimizing performance and energy across problem sizes through a search space exploration and machine learning12
Techniques and tools for visually introducing freshmen to object-based thread abstractions12
PARMA-CC: A family of parallel multiphase approximate cluster combining algorithms11
Guest Editorial: Smart mobility management and 5G/beyond 5G (B5G) wireless access11
Architecting a congestion pre-avoidance and load-balanced wireless network-on-chip11
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy11
Editorial Board11
Special Issue on Computer Architecture and High-Performance Computing11
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows11
Momentum-driven adaptive synchronization model for distributed DNN training on HPC clusters11
Verifiable searchable encryption scheme with flexible access control in the cloud11
Process mapping on any topology with TopoMatch11
Adaptive scheduling of multiprogrammed dynamic-multithreading applications11
A two-level network-on-chip architecture with multicast support11
ESMA: Towards elevating system happiness in a decentralized serverless edge computing framework11
PUMIPic: A mesh-based approach to unstructured mesh Particle-In-Cell on GPUs11
Editorial Board10
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments10
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont10
Reachability in parallel programs is polynomial in the number of threads10
VLSI Design and Its Hardware Implementation for Optimal Image Dehazing with Adaptive Bilateral Filtering10
Line formation and scattering in silent programmable matter10
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks10
Machine learning for optimal selection of sparse triangular system solvers on GPUs10
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors10
GMC-crypto: Low latency implementation of ECC point multiplication for generic Montgomery curves over GF(p)10
Time-varying dual accelerated gradient ascent: A fast network optimization algorithm10
Exploring multiprocessor approaches to time series analysis10
Deep reinforcement learning based controller placement and optimal edge selection in SDN-based multi-access edge computing environments10
A distributed-memory MPI parallelization scheme for multi-domain incompressible SPH10
A secure three-factor authentication scheme for IoT environments10
Editorial Board9
Fast recovery for large disk enclosures based on RAID2.0: Algorithms and evaluation9
A task processing efficiency improvement scheme based on Cloud-Edge architecture in computationally intensive scenarios9
Quorums over codes9
Advanced resource management: A hands-on master course in HPC and cloud computing9
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)9
Editorial Board9
Application of the Layered Algorithm in search of an airborne contaminant source9
Teaching parallel and distributed computing using data-intensive computing modules9
Cloud-edge-end workflow scheduling with multiple privacy levels9
OWL: Worker-assisted server bandwidth optimization for efficient communication federated learning9
LOSC: A locality-optimized subgraph construction scheme for out-of-core graph processing9
Editorial Board9
Experience with adapting to a software framework for a use-case in computational science9
Federated variational generative learning for heterogeneous data in distributed environments8
Reliable communication in dynamic networks with locally bounded byzantine faults8
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing8
Workload-aware storage policies for cloud object storage8
PAGroup: Privacy-aware grouping framework for high-performance federated learning8
Distributed non-negative RESCAL with automatic model selection for exascale data8
Customer-satisfaction-aware and deadline-constrained profit maximization problem in cloud computing8
DH_Aligner: A fast short-read aligner on multicore platforms with AVX vectorization8
Content delivery network solutions for the CMS experiment: The evolution towards HL-LHC8
Non-cooperative game algorithms for computation offloading in mobile edge computing environments8
Editorial Board8
On distributed data aggregation and the precision of approximate histograms8
A low-power WNoC transceiver with a novel energy consumption management scheme for dependable IoT systems8
Staleness aware semi-asynchronous federated learning8
Supporting efficient overlapping of host-device operations for heterogeneous programming with CtrlEvents8
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)8
Editorial Board8
Editorial Board8
Efficient classification of private memory blocks8
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