Journal of Parallel and Distributed Computing

Papers
(The TQCC of Journal of Parallel and Distributed Computing is 7. 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 2020-12-01 to 2024-12-01.)
ArticleCitations
Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model204
A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles144
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles121
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things113
A review of edge computing: Features and resource virtualization109
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy107
Achieving efficient and Privacy-preserving energy trading based on blockchain and ABE in smart grid97
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system89
A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network87
Fog computing: A taxonomy, systematic review, current trends and research challenges87
An edge intelligence empowered flooding process prediction using Internet of things in smart city84
A secured distributed detection system based on IPFS and blockchain for industrial image and video data security79
Decentralized learning works: An empirical comparison of gossip learning and federated learning69
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review65
Edge computing server placement with capacitated location allocation64
Cross-domain secure data sharing using blockchain for industrial IoT57
Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing53
An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids51
Blockchain-based eHealth system for auditable EHRs manipulation in cloud environments51
A scalable blockchain based trust management in VANET routing protocol49
When services computing meets blockchain: Challenges and opportunities46
Multi-agent DRL for joint completion delay and energy consumption with queuing theory in MEC-based IIoT45
Blockchain-based verification framework for data integrity in edge-cloud storage42
Collaborative deep learning framework on IoT data with bidirectional NLSTM neural networks for energy consumption forecasting41
Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm40
SCAB - IoTA: Secure communication and authentication for IoT applications using blockchain39
Machine learning and the Internet of Things security: Solutions and open challenges37
Behavior analysis and blockchain based trust management in VANETs37
Communication optimization strategies for distributed deep neural network training: A survey37
DDMTS: A novel dynamic load balancing scheduling scheme under SLA constraints in cloud computing36
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach33
Online computation offloading with double reinforcement learning algorithm in mobile edge computing33
FPC-BI: Fast Probabilistic Consensus within Byzantine Infrastructures31
FGFL: A blockchain-based fair incentive governor for Federated Learning30
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning30
Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds29
A trustworthy industrial data management scheme based on redactable blockchain28
Reliability analysis of the augmented cubes in terms of the extra edge-connectivity and the component edge-connectivity27
Efficient Performance Prediction for Apache Spark27
A secure three-factor authentication scheme for IoT environments26
Certificateless privacy preserving public auditing for dynamic shared data with group user revocation in cloud storage26
RDIC: A blockchain-based remote data integrity checking scheme for IoT in 5G networks26
Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy25
Privacy-preserving offloading scheme in multi-access mobile edge computing based on MADRL24
Arbitrarily large tomography with iterative algorithms on multiple GPUs using the TIGRE toolbox24
An optimal cluster-based routing algorithm for lifetime maximization of Internet of Things23
Intermediate data placement and cache replacement strategy under Spark platform23
SEAPP: A secure application management framework based on REST API access control in SDN-enabled cloud environment23
Fast quantum algorithm for protein structure prediction in hydrophobic-hydrophilic model22
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI22
Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing22
PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities21
DLHub: Simplifying publication, discovery, and use of machine learning models in science21
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices20
Knowledge-driven machine learning based framework for early-stage disease risk prediction in edge environment20
A cluster-based routing method with authentication capability in Vehicular Ad hoc Networks (VANETs)20
Online delay-guaranteed workload scheduling to minimize power cost in cloud data centers using renewable energy19
Fast GPU 3D diffeomorphic image registration18
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing18
An energy and carbon-aware algorithm for renewable energy usage maximization in distributed cloud data centers18
Amnis: Optimized stream processing for edge computing18
Non-cooperative game algorithms for computation offloading in mobile edge computing environments18
Resource optimizing federated learning for use with IoT: A systematic review18
ZeroCross: A sidechain-based privacy-preserving Cross-chain solution for Monero17
Developing parallel programming and soft skills: A project based learning approach17
PPMCK: Privacy-preserving multi-party computing for K-means clustering17
Spatial big data architecture: From Data Warehouses and Data Lakes to the LakeHouse17
Performance analysis of network-on-chip in many-core processors17
Parallel lossless HSI compression based on RLS filter16
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS16
Malware detection using image representation of malware data and transfer learning16
PARIS: Predicting application resilience using machine learning16
Profit maximization for security-aware task offloading in edge-cloud environment16
Performance analysis and optimization for SpMV based on aligned storage formats on an ARM processor15
An improved framework of GPU computing for CFD applications on structured grids using OpenACC15
Connected k-coverage in two-dimensional wireless sensor networks using hexagonal slicing and area stretching15
A novel flow-vector generation approach for malicious traffic detection15
Toward security as a service: A trusted cloud service architecture with policy customization15
TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs15
Energy efficient IoT-Fog based architectural paradigm for prevention of Dengue fever infection15
IoT architecture for adaptation to transient devices15
An empirical study of I/O separation for burst buffers in HPC systems14
Emulous mechanism based multi-objective moth–flame optimization algorithm14
Real-time monitoring and operation of microgrid using distributed cloud–fog architecture14
Discriminating flash crowds from DDoS attacks using efficient thresholding algorithm14
Improving the performance of batch schedulers using online job runtime classification14
Cohort-based federated learning services for industrial collaboration on the edge14
Fast shared-memory streaming multilevel graph partitioning14
Component diagnosability in terms of component connectivity of hypercube-based compound networks14
Blockchain-based automated and robust cyber security management14
Oppositional chaos game optimization based clustering with trust based data transmission protocol for intelligent IoT edge systems14
Towards cost-efficient resource provisioning with multiple mobile users in fog computing14
ProvNet: Networked bi-directional blockchain for data sharing with verifiable provenance14
Exploring edge TPU for network intrusion detection in IoT14
BSF: A parallel computation model for scalability estimation of iterative numerical algorithms on cluster computing systems14
Improvement of recommendation algorithm based on Collaborative Deep Learning and its Parallelization on Spark13
Energy aware fuzzy approach for placement and consolidation in cloud data centers13
Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach13
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments13
Smart contract service migration mechanism based on container in edge computing13
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs13
Optimal placement of applications in the fog environment: A systematic literature review13
Proactive auto-scaling for cloud environments using temporal convolutional neural networks13
Mutation and dynamic objective-based farmland fertility algorithm for workflow scheduling in the cloud13
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks13
A new genetic-based approach for solvingk-coverage problem in directi12
Adaptive resource planning for cloud-based services using machine learning12
GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization12
Detection resource allocation scheme for two-layer cooperative IDSs in smart grids12
Sigmoid: An auto-tuned load balancing algorithm for heterogeneous systems12
Energy saving strategy and Nash equilibrium of hybrid P2P networks11
Dispersion of mobile robots using global communication11
Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey11
Deep learning inspired routing in ICN using Monte Carlo Tree Search algorithm11
Integrating big data and cloud computing topics into the computing curricula: A modular approach11
Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features11
Improving cloud/edge sustainability through artificial intelligence: A systematic review11
A deep learning-based edge caching optimization method for cost-driven planning process over IIoT11
Towards autonomic data management for staging-based coupled scientific workflows11
Multi-directional Sobel operator kernel on GPUs11
Coalition formation for deadline-constrained resource procurement in cloud computing11
A novel cooperative resource provisioning strategy for Multi-Cloud load balancing10
Empowering mobile crowdsourcing apps with user privacy control10
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors10
Rival-Model Penalized Self-Organizing Map enforced DDoS attack prevention mechanism for software defined network-based cloud computing environment10
An Energy Efficient Adaptive Scheduling Scheme (EASS) for Mesh Grid Wireless Sensor Networks10
A stochastic mobility model for traffic forecasting in urban environments10
Using hardware performance counters to speed up autotuning convergence on GPUs10
A multi-GPU biclustering algorithm for binary datasets10
The g-extra connectivity of folded crossed cubes10
Hybrid heuristic-based key generation protocol for intelligent privacy preservation in cloud sector10
Joint optimization of cache placement and request routing in unreliable networks9
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks9
Distributed and individualized computation offloading optimization in a fog computing environment9
Reinforcement learning for cost-effective IoT service caching at the edge9
Improving the accuracy of energy predictive models for multicore CPUs by combining utilization and performance events model variables9
Management of geo-distributed intelligence: Deep Insight as a Service (DINSaaS) on Forged Cloud Platforms (FCP)9
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights9
Image super-resolution via enhanced multi-scale residual network9
Deep learning based data prefetching in CPU-GPU unified virtual memory9
Packing internally disjoint Steiner trees to compute the κ3-connectivity in augmented cubes9
Towards cost-effective service migration in mobile edge: A Q-learning approach9
A novel hybrid resampling algorithm for parallel/distributed particle filters9
Resource allocation using Dynamic Pricing Auction Mechanism for supporting emergency demands in Cloud Computing9
Enabling zero knowledge proof by accelerating zk-SNARK kernels on GPU9
Cooperative energy transactions in micro and utility grids integrating energy storage systems9
MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization9
A GAN-based method for time-dependent cloud workload generation9
In-depth FPGA accelerator performance evaluation with single node benchmarks from the HPC challenge benchmark suite for Intel and Xilinx FPGAs using OpenCL8
Dynamic resource provisioning for service-based cloud applications: A Bayesian learning approach8
Bounding schemes for the parallel machine scheduling problem with DeJong's learning effect8
Online multimedia retrieval on CPU–GPU platforms with adaptive work partition8
An efficient heuristic switch migration scheme for software-defined vehicular networks8
RF-RISA: A novel flexible random forest accelerator based on FPGA8
Realizing dynamic resource orchestration on cloud systems in the cloud-to-edge continuum8
SparkDQ: Efficient generic big data quality management on distributed data-parallel computation8
Model-based selection of optimal MPI broadcast algorithms for multi-core clusters8
A novel neural network approach for airfoil mesh quality evaluation8
PBBFMM3D: A parallel black-box algorithm for kernel matrix-vector multiplication8
PUMIPic: A mesh-based approach to unstructured mesh Particle-In-Cell on GPUs8
A real-time and ACO-based offloading algorithm in edge computing8
An intelligence energy consumption model based on BP neural network in mobile edge computing8
A novel task offloading algorithm based on an integrated trust mechanism in mobile edge computing8
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing8
DriverRep: Driver identification through driving behavior embeddings8
Special issue on Distributed Intelligence at the Edge for the Future Internet of Things7
Optically connected memory for disaggregated data centers7
Goal-driven scheduling model in edge computing for smart city applications7
LOCATOR: Low-power ORB accelerator for autonomous cars7
Challenging the security of “A PUF-based hardware mutual authentication protocol”7
A fine-grained anonymous handover authentication protocol based on consortium blockchain for wireless networks7
A federated collaborative recommendation model for privacy-preserving distributed recommender applications based on microservice framework7
RASM: Resource-Aware Service Migration in Edge Computing based on Deep Reinforcement Learning7
HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers7
A taxi dispatch system based on prediction of demand and destination7
Architecting a congestion pre-avoidance and load-balanced wireless network-on-chip7
Optimal task scheduling benefits from a duplicate-free state-space7
GraphCS: Graph-based client selection for heterogeneity in federated learning7
A novel blockchain-based and proxy-oriented public audit scheme for low performance terminal devices7
Distributed programming of a hyperspectral image registration algorithm for heterogeneous GPU clusters7
Distributed three-way formal concept analysis for large formal contexts7
A module-based introduction to heterogeneous computing in core courses7
Trustzone-based secure lightweight wallet for hyperledger fabric7
Optimal node-disjoint paths in folded hypercubes7
Efficient GPU-parallelization of batch plants design using metaheuristics with parameter tuning7
Reducing response latency of composite functions-as-a-service through scheduling7
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