Journal of Parallel and Distributed Computing

Article	Citations
Editorial Board	275
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing	242
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	203
Efficient deterministic MapReduce algorithms for parallelizable problems	202
MM-AutoSolver: A multimodal machine learning method for the auto-selection of iterative solvers and preconditioners	169
Cost-aware quantum-inspired genetic algorithm for workflow scheduling in hybrid clouds	128
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach	125
Reload: Deep reinforcement learning-based workload distribution for collaborative edges	104
DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning	99
A comparative hardware implementation of histogram of oriented gradients as a descriptor in embedded tracking of swarm robots	96
Scheduling independent tasks on multiple cloud-assisted edge servers with energy constraint	96
Characterization of matroidal connectivity of regular networks	85
Zoro: A robotic middleware combining high performance and high reliability	77
Towards value-sensitive and poisoning-proof model aggregation for federated learning on heterogeneous data	65
Editorial Board	59
Architecture slack exploitation for phase classification and performance estimation in server-class processors	53
SCIPIS: Scalable and concurrent persistent indexing and search in high-end computing systems	50
Leaderless consensus	49
Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments	46
Interactive anomaly-based DDoS attack detection method in cloud computing environments using a third party auditor	42
Neuron grouping and mapping methods for 2D-mesh NoC-based DNN accelerators	42
Lifespan-based garbage collection to improve SSD's reliability and performance	40
MSHGN: Multi-scenario adaptive hierarchical spatial graph convolution network for GPU utilization prediction in heterogeneous GPU clusters	38
Lock-free simulation algorithm to enhance the performance of sequential and parallel DEVS simulators in shared-memory architectures	37
The g-extra connectivity of folded crossed cubes	36

Editorial Board	35
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	35
Ad hoc systems management and specification with distributed Petri nets	35
Evaluating performance portability of five shared-memory programming models using a high-order unstructured CFD solver	34
Hotspot resolution in cloud computing: A Γ-robust knapsack approach for virtual machine migration	33
Editorial Board	33
Editorial Board	32
An efficient heuristic switch migration scheme for software-defined vehicular networks	30
HOTD: A holistic cross-layer time-delay attack detection framework for unmanned aerial vehicle networks	30
MIDP: An MDP-based intelligent big data processing scheme for vehicular edge computing	29
SimGQ+: Simultaneously evaluating iterative point-to-all and point-to-point graph queries	29
Fog computing based public key encryption with multi-keyword search for Internet of vehicles	28
Topology-aware GPU job scheduling with deep reinforcement learning and heuristics	27
An evaluation of GPU filters for accelerating the 2D convex hull	26
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing	26
Editorial Board	25
Optimizing CNN inference speed over big social data through efficient model parallelism for sustainable web of things	24
Editorial Board	24
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 failures	23
Schedule multi-instance microservices to minimize response time under budget constraint in cloud HPC systems	23
Federated multi-task learning with cross-device heterogeneous task subsets	21
Editorial Board	21
CP-SGD: Distributed stochastic gradient descent with compression and periodic compensation	21
Editorial Board	21
ParaLiNGAM: Parallel causal structure learning for linear non-Gaussian acyclic models	21
QPOPSS: Query and Parallelism Optimized Space-Saving for finding frequent stream elements	21
Subversion analyses of hierarchical networks based on (edge) neighbor connectivity	20
Cohort-based federated learning services for industrial collaboration on the edge	20
On-demand inference acceleration for directed acyclic graph neural networks over edge-cloud collaboration	20
Enabling zero knowledge proof by accelerating zk-SNARK kernels on GPU	20
Exploring edge TPU for network intrusion detection in IoT	19
Online computation offloading with double reinforcement learning algorithm in mobile edge computing	19
Energy-efficient triple modular redundancy scheduling on heterogeneous multi-core real-time systems	19
Paired 2-disjoint path covers of k-ary n-cubes under the partitioned edge fault model	18
List and shelf schedules for independent parallel tasks to minimize the energy consumption with discrete or continuous speeds	18
Embedded scaffolding for teaching and assessing inquiry-based hands-on laboratory on distributed systems	18
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning	18
Massive parallel simulation of gas turbine combustion using a fully implicit unstructured solver on the heterogeneous Sunway Taihulight supercomputer	18
DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA	18
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks	18
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system	17
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	17
On fractal cubic network graphs	17
Locating a black hole in a dynamic ring	17
A multi-level parallel approach to increase the computation efficiency of a global ocean temperature dataset reconstruction	16
A two-phase heuristic algorithm for power-aware offline scheduling in IaaS clouds	16
Editorial Board	16
Dynamic asynchronous iterations	16
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	16

Optimal load balancing and assessment of existing load balancing criteria	16
Editorial Board	16
Leveraging Multi-Instance GPUs through moldable task scheduling	15
A novel flow-vector generation approach for malicious traffic detection	15
Scheduling coflows for minimizing the total weighted completion time in heterogeneous parallel networks	15
Improving the performance of batch schedulers using online job runtime classification	15
SEDViN: Secure embedding for dynamic virtual network requests using a multi-attribute matching game	15
IMI-GPU: Inverted multi-index for billion-scale approximate nearest neighbor search with GPUs	14
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 implications	14
GPU-optimized approaches to molecular docking-based virtual screening in drug discovery: A comparative analysis	14
ESMA: Towards elevating system happiness in a decentralized serverless edge computing framework	14
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	14
Optimizing the layout of embedding BCube into grid architectures	14
Fault-tolerance in biswapped multiprocessor interconnection networks	14
Guest Editorial: Smart mobility management and 5G/beyond 5G (B5G) wireless access	13
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows	13
Special Issue on Computer Architecture and High-Performance Computing	13
Asynchronous simulated annealing on the placement problem: A beneficial race condition	13
Editorial Board	13
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations	12
Security vulnerabilities and enhancement of a dynamic auditing scheme for regenerating code-based storage in cloud-fog-assisted IIoT	12
Improving the performance of classical linear algebra iterative methods via hybrid parallelism	12
Optimizing performance and energy across problem sizes through a search space exploration and machine learning	12
Process mapping on any topology with TopoMatch	12
The CAMINOS interconnection networks simulator	12
PARMA-CC: A family of parallel multiphase approximate cluster combining algorithms	12
Editorial Board	12
Accelerating MTTKRP for sparse tensor decomposition on GPUs	12
Exploring multiprocessor approaches to time series analysis	11
Verifiable searchable encryption scheme with flexible access control in the cloud	11
Line formation and scattering in silent programmable matter	11
A distributed-memory MPI parallelization scheme for multi-domain incompressible SPH	11
Fault-tolerant resolving power domination of fractal cubic network	11
A two-level network-on-chip architecture with multicast support	11
VLSI design and its hardware implementation for optimal image dehazing with adaptive bilateral filtering	11
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments	11
GMC-crypto: Low latency implementation of ECC point multiplication for generic Montgomery curves over GF(p)	11
Editorial Board	11
Energy allocation and task scheduling in edge devices based on forecast solar energy with meteorological information	11
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors	11
Time-varying dual accelerated gradient ascent: A fast network optimization algorithm	11
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks	11
A secure three-factor authentication scheme for IoT environments	11
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont	11
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy	11
Editorial Board	10
Experience with adapting to a software framework for a use-case in computational science	10
A task processing efficiency improvement scheme based on Cloud-Edge architecture in computationally intensive scenarios	10
Content delivery network solutions for the CMS experiment: The evolution towards HL-LHC	10
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	10
Teaching parallel and distributed computing using data-intensive computing modules	10
Fast recovery for large disk enclosures based on RAID2.0: Algorithms and evaluation	10
Editorial Board	10
Deep reinforcement learning based controller placement and optimal edge selection in SDN-based multi-access edge computing environments	10
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	10
Advanced resource management: A hands-on master course in HPC and cloud computing	10
Editorial Board	10
Cloud-edge-end workflow scheduling with multiple privacy levels	9
Supporting efficient overlapping of host-device operations for heterogeneous programming with CtrlEvents	9
Federated variational generative learning for heterogeneous data in distributed environments	9
Editorial Board	9
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 processing	9
Staleness aware semi-asynchronous federated learning	9
On distributed data aggregation and the precision of approximate histograms	9
DH_Aligner: A fast short-read aligner on multicore platforms with AVX vectorization	9
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing	9
OWL: Worker-assisted server bandwidth optimization for efficient communication federated learning	9
As easy as ABC: Optimal (A)ccountable (B)yzantine (C)onsensus is easy!	9
PAGroup: Privacy-aware grouping framework for high-performance federated learning	9
APT: The master-copy-free training method for quantised neural network on edge devices	8
Distributed non-negative RESCAL with automatic model selection for exascale data	8
Non-cooperative game algorithms for computation offloading in mobile edge computing environments	8
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	8
GreediRIS: Scalable influence maximization using distributed streaming maximum cover	8
PA-SPS: A predictive adaptive approach for an elastic stream processing system	8
A low-power WNoC transceiver with a novel energy consumption management scheme for dependable IoT systems	8
Fine-grain data classification to filter token coherence traffic	8
Parallel global edge switching for the uniform sampling of simple graphs with prescribed degrees	8

Editorial Board	8
Progressive state transfer for BFT with larger-than-memory state	8
Reliable communication in dynamic networks with locally bounded byzantine faults	8
On the impact of mode transition on phased transactional memory performance	8
Distributed Tomographic Reconstruction with Quantization	7
Fault-tolerant unicast using conditional local safe model in the data center network BCube	7
Intelligent user-collaborative edge device APC-based MEC 5G IoT for computational offloading and resource allocation	7
Efficient GPU-accelerated parallel cross-correlation	7
Local certification of graph decompositions and applications to minor-free classes	7
A parallel algorithm for approximating the silhouette using a ball tree	7
Editorial Board	7
Accelerating block lifecycle on blockchain via hardware transactional memory	7
Information-theoretic and algorithmic aspects of parallel and distributed reconstruction from pooled data	7
A fast parallel max-flow algorithm	7
Novel schemes for embedding Hamiltonian paths and cycles in balanced hypercubes with exponential faulty edges	7
A massively parallel implicit 3D unstructured grid solver for computing turbulent flows on latest distributed memory computational architectures	7
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	7
Optimization of single node load balancing for lattice Boltzmann method on heterogeneous high performance computers	7
Editorial Board	7
A secure data transmission scheme based on multi-protection routing in datacenter networks	7
Experimental evaluation of a multi-installment scheduling strategy based on divisible load paradigm for SAR image reconstruction on a distributed computing infrastructure	7
Vampire: A smart energy meter for synchronous monitoring in a distributed computer system	7
Towards efficient program execution on edge-cloud computing platforms	7
Interference-aware opportunistic job placement for shared distributed deep learning clusters	7
Simulating structural plasticity of the brain more scalable than expected	7
MAGNN: Multi-scale adaptive graph neural networks with contrastive learning for malicious network traffic detection	6
Verifiable and hybrid attribute-based proxy re-encryption for flexible data sharing in cloud storage	6
Design of energy-aware sensor networks for climate and pollution monitoring	6
Integrating batched sparse iterative solvers for the collision operator in fusion plasma simulations on GPUs	6
Thermal modeling and optimal allocation of avionics safety-critical tasks on heterogeneous MPSoCs	6
LOCATOR: Low-power ORB accelerator for autonomous cars	6
Distributed landmark labeling for social networks	6
A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning	6
B2DFL: Bringing butterfly to decentralized federated learning assisted with blockchain	6
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	6
Editorial Board	6
Efficient topology reconfiguration for NoC-based multiprocessors: A greedy-memetic algorithm	6
A novel HPL-AI approach for FP16-only accelerator and its instantiation on Kunpeng+Ascend AI-specific platform	6
Mixed precision support in HPC applications: What about reliability?	6
Optimizing DNN training with pipeline model parallelism for enhanced performance in embedded systems	6
Reducing energy consumption using heterogeneous voltage frequency scaling of data-parallel applications for multicore systems	6
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	6
Performance modeling on DaVinci AI core	6
Optimizing parallel heterogeneous system efficiency: Dynamic task graph adaptation with recursive tasks	6
Plontank: An FPGA-based zk-SNARK acceleration system for secure computing	5
PHY: A performance-driven hybrid communication compression method for distributed training	5
OASR-WFBP: An overlapping aware start-up sharing gradient merging strategy for efficient communication in distributed deep learning	5
Edge metric basis and its fault tolerance over certain interconnection networks	5
Sensor failure mitigation in RTOS based internet of things (IoT) systems using machine learning	5
Editorial Board	5
A forward and backward private oblivious RAM for storage outsourcing on edge-cloud computing	5
Identifying challenges and opportunities of in-memory computing on large HPC systems	5
Using hardware-transactional-memory support to implement speculative task execution	5
Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques	5
Effective switchless inter-FPGA memory networks	5
Revisiting I/O bandwidth-sharing strategies for HPC applications	5
HBPB, applying reuse distance to improve cache efficiency proactively	5
Adaptive patch grid strategy for parallel protein folding using atomic burials with NAMD	5
Locally solvable tasks and the limitations of valency arguments	5
HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers	5
Editorial Board	5
A method for reducing cloud service request peaks based on game theory	5
A large-scale study of the impact of node behavior on loosely coupled data dissemination: The case of the distributed Arctic observatory	5
An introductory-level undergraduate CS course that introduces parallel computing	5
IAP-SpTV: An input-aware adaptive pipeline SpTV via GCN on CPU-GPU	5
A parallel branch-and-bound algorithm with history-based domination and its application to the sequential ordering problem	5
Latency and cost-aware consumer group autoscaling in message broker systems	5
Revisiting thread configuration of SpMV kernels on GPU: A machine learning based approach	5
Exploring energy saving opportunities in fault tolerant HPC systems	5
Editorial Board	5
Eventually lattice-linear algorithms	5
Editorial Board	5
Editorial Board	5
Design and experimental evaluation of algorithms for optimizing the throughput of dispersed computing	5
Editorial Board	5
Energy-aware mapping and scheduling strategies for real-time workflows under reliability constraints	4
ULSED: An ultra-lightweight SED model for IoT devices	4
Editorial Board	4
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	4
Secure and Intelligent IoT DDoS Detection Framework Using Modified AlexNet and Blockchain-Based Paillier Homomorphic Encryption	4
Fault-tolerance and unique identification of vertices and edges in a graph: The fault-tolerant mixed metric dimension	4
Tile low-rank approximations of non-Gaussian space and space-time Tukey g-and-h random field likelihoods and predictions on large-scale systems	4
A trajectory privacy protection method using cached candidate result sets	4
Multi-agent DRL for joint completion delay and energy consumption with queuing theory in MEC-based IIoT	4
Editorial Board	4
PPB-MCTS: A novel distributed-memory parallel partial-backpropagation Monte Carlo tree search algorithm	4
A stochastic conditional gradient algorithm for decentralized online convex optimization	4
Energy and performance efficient NAND flash translation layer architecture for low-latency edge applications	4
The Rabin numbers of enhanced hypercubes	4
Editorial Board	4
Front Matter 1 - Full Title Page (regular issues)/Special Issue Title page (special issues)	4
Parallel-FST: A feature selection library for multicore clusters	4
Editorial Board	4
Performance analysis of DPDK-based applications through tracing	4
Utilization prediction-based VM consolidation approach	4