Journal of Parallel and Distributed Computing

Article	Citations
Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model	204
A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles	138
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles	116
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things	113
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy	107
A review of edge computing: Features and resource virtualization	103
Achieving efficient and Privacy-preserving energy trading based on blockchain and ABE in smart grid	97
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system	89
Fog computing: A taxonomy, systematic review, current trends and research challenges	87
An edge intelligence empowered flooding process prediction using Internet of things in smart city	84
A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network	82
A secured distributed detection system based on IPFS and blockchain for industrial image and video data security	79
Decentralized learning works: An empirical comparison of gossip learning and federated learning	69
Differential privacy in blockchain technology: A futuristic approach	65
Edge computing server placement with capacitated location allocation	64
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review	61
Cross-domain secure data sharing using blockchain for industrial IoT	57
Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing	53
An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids	51
Blockchain-based eHealth system for auditable EHRs manipulation in cloud environments	49
A scalable blockchain based trust management in VANET routing protocol	49
When services computing meets blockchain: Challenges and opportunities	46
Blockchain-based verification framework for data integrity in edge-cloud storage	42
Proof of witness presence: Blockchain consensus for augmented democracy in smart cities	41
Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm	40

Multi-agent DRL for joint completion delay and energy consumption with queuing theory in MEC-based IIoT	40
SCAB - IoTA: Secure communication and authentication for IoT applications using blockchain	39
Collaborative deep learning framework on IoT data with bidirectional NLSTM neural networks for energy consumption forecasting	38
Machine learning and the Internet of Things security: Solutions and open challenges	37
Communication optimization strategies for distributed deep neural network training: A survey	37
Behavior analysis and blockchain based trust management in VANETs	37
Lightweight collaborative anomaly detection for the IoT using blockchain	37
DDMTS: A novel dynamic load balancing scheduling scheme under SLA constraints in cloud computing	36
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach	33
FPC-BI: Fast Probabilistic Consensus within Byzantine Infrastructures	31
Enabling efficient and secure energy cloud using edge computing and 5G	31
Online computation offloading with double reinforcement learning algorithm in mobile edge computing	31
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning	30
FGFL: A blockchain-based fair incentive governor for Federated Learning	30
Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds	29
A trustworthy industrial data management scheme based on redactable blockchain	28
Efficient Performance Prediction for Apache Spark	27
Reliability analysis of the augmented cubes in terms of the extra edge-connectivity and the component edge-connectivity	27
RDIC: A blockchain-based remote data integrity checking scheme for IoT in 5G networks	26
A secure three-factor authentication scheme for IoT environments	26
Certificateless privacy preserving public auditing for dynamic shared data with group user revocation in cloud storage	26
Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy	25
Privacy-preserving offloading scheme in multi-access mobile edge computing based on MADRL	24
Arbitrarily large tomography with iterative algorithms on multiple GPUs using the TIGRE toolbox	24
Intermediate data placement and cache replacement strategy under Spark platform	23
A hybrid anomaly-based intrusion detection system to improve time complexity in the Internet of Energy environment	23
SEAPP: A secure application management framework based on REST API access control in SDN-enabled cloud environment	23
An optimal cluster-based routing algorithm for lifetime maximization of Internet of Things	23
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI	22
Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing	22
Fast quantum algorithm for protein structure prediction in hydrophobic-hydrophilic model	22
Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs	21
PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities	21
DLHub: Simplifying publication, discovery, and use of machine learning models in science	21
Knowledge-driven machine learning based framework for early-stage disease risk prediction in edge environment	20
A cluster-based routing method with authentication capability in Vehicular Ad hoc Networks (VANETs)	20
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices	20
Online delay-guaranteed workload scheduling to minimize power cost in cloud data centers using renewable energy	19
Fast GPU 3D diffeomorphic image registration	18
Amnis: Optimized stream processing for edge computing	18
An energy and carbon-aware algorithm for renewable energy usage maximization in distributed cloud data centers	18
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing	18
Non-cooperative game algorithms for computation offloading in mobile edge computing environments	18
ZeroCross: A sidechain-based privacy-preserving Cross-chain solution for Monero	17
Developing parallel programming and soft skills: A project based learning approach	17
Performance analysis of network-on-chip in many-core processors	17
Spatial big data architecture: From Data Warehouses and Data Lakes to the LakeHouse	17
PPMCK: Privacy-preserving multi-party computing for K-means clustering	17
Parallel lossless HSI compression based on RLS filter	16
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS	16

PARIS: Predicting application resilience using machine learning	16
Malware detection using image representation of malware data and transfer learning	16
SocialBlock: An architecture for decentralized user-centric data management applications for communications in smart cities	16
Profit maximization for security-aware task offloading in edge-cloud environment	16
Energy efficient IoT-Fog based architectural paradigm for prevention of Dengue fever infection	15
Connected k-coverage in two-dimensional wireless sensor networks using hexagonal slicing and area stretching	15
Performance analysis and optimization for SpMV based on aligned storage formats on an ARM processor	15
An improved framework of GPU computing for CFD applications on structured grids using OpenACC	15
IoT architecture for adaptation to transient devices	15
A novel flow-vector generation approach for malicious traffic detection	15
Toward security as a service: A trusted cloud service architecture with policy customization	15
TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs	15
Improving the performance of batch schedulers using online job runtime classification	14
Exploring edge TPU for network intrusion detection in IoT	14
Cohort-based federated learning services for industrial collaboration on the edge	14
Emulous mechanism based multi-objective moth–flame optimization algorithm	14
Discriminating flash crowds from DDoS attacks using efficient thresholding algorithm	14
Oppositional chaos game optimization based clustering with trust based data transmission protocol for intelligent IoT edge systems	14
Towards cost-efficient resource provisioning with multiple mobile users in fog computing	14
Real-time monitoring and operation of microgrid using distributed cloud–fog architecture	14
Component diagnosability in terms of component connectivity of hypercube-based compound networks	14
Resource optimizing federated learning for use with IoT: A systematic review	14
An empirical study of I/O separation for burst buffers in HPC systems	14
Blockchain-based automated and robust cyber security management	14
ProvNet: Networked bi-directional blockchain for data sharing with verifiable provenance	14
BSF: A parallel computation model for scalability estimation of iterative numerical algorithms on cluster computing systems	14
Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach	13
A parallel computing architecture based on cellular automata for hydraulic analysis of water distribution networks	13
Improvement of recommendation algorithm based on Collaborative Deep Learning and its Parallelization on Spark	13
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs	13
Optimal placement of applications in the fog environment: A systematic literature review	13
Smart contract service migration mechanism based on container in edge computing	13
Energy aware fuzzy approach for placement and consolidation in cloud data centers	13
Mutation and dynamic objective-based farmland fertility algorithm for workflow scheduling in the cloud	13
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments	13
Proactive auto-scaling for cloud environments using temporal convolutional neural networks	13
Vulnerability assessment of fault-tolerant optical network-on-chips	12
Sigmoid: An auto-tuned load balancing algorithm for heterogeneous systems	12
Adaptive resource planning for cloud-based services using machine learning	12
A new genetic-based approach for solvingk-coverage problem in directi	12
Detection resource allocation scheme for two-layer cooperative IDSs in smart grids	12
GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization	12
Improving cloud/edge sustainability through artificial intelligence: A systematic review	11
Energy saving strategy and Nash equilibrium of hybrid P2P networks	11
Dispersion of mobile robots using global communication	11
Multi-directional Sobel operator kernel on GPUs	11
Deep learning inspired routing in ICN using Monte Carlo Tree Search algorithm	11
A deep learning-based edge caching optimization method for cost-driven planning process over IIoT	11
Integrating big data and cloud computing topics into the computing curricula: A modular approach	11
Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features	11
Coalition formation for deadline-constrained resource procurement in cloud computing	11
Fast shared-memory streaming multilevel graph partitioning	11
Towards autonomic data management for staging-based coupled scientific workflows	11
Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey	11
An Energy Efficient Adaptive Scheduling Scheme (EASS) for Mesh Grid Wireless Sensor Networks	10
A stochastic mobility model for traffic forecasting in urban environments	10
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors	10
Matrix multiplication on batches of small matrices in half and half-complex precisions	10
A multi-GPU biclustering algorithm for binary datasets	10
The g-extra connectivity of folded crossed cubes	10
Hybrid heuristic-based key generation protocol for intelligent privacy preservation in cloud sector	10
A novel cooperative resource provisioning strategy for Multi-Cloud load balancing	10
Empowering mobile crowdsourcing apps with user privacy control	10
Using hardware performance counters to speed up autotuning convergence on GPUs	10
Rival-Model Penalized Self-Organizing Map enforced DDoS attack prevention mechanism for software defined network-based cloud computing environment	10
Management of geo-distributed intelligence: Deep Insight as a Service (DINSaaS) on Forged Cloud Platforms (FCP)	9
Resource allocation using Dynamic Pricing Auction Mechanism for supporting emergency demands in Cloud Computing	9
Enabling zero knowledge proof by accelerating zk-SNARK kernels on GPU	9
Reinforcement learning for cost-effective IoT service caching at the edge	9
MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization	9
Towards cost-effective service migration in mobile edge: A Q-learning approach	9
Joint optimization of cache placement and request routing in unreliable networks	9
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks	9
Distributed and individualized computation offloading optimization in a fog computing environment	9
Packing internally disjoint Steiner trees to compute the κ3-connectivity in augmented cubes	9
Improving the accuracy of energy predictive models for multicore CPUs by combining utilization and performance events model variables	9
A novel hybrid resampling algorithm for parallel/distributed particle filters	9
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights	9
Image super-resolution via enhanced multi-scale residual network	9
Cooperative energy transactions in micro and utility grids integrating energy storage systems	9

Deep learning based data prefetching in CPU-GPU unified virtual memory	9
A GAN-based method for time-dependent cloud workload generation	9
A real-time and ACO-based offloading algorithm in edge computing	8
Model-based selection of optimal MPI broadcast algorithms for multi-core clusters	8
An efficient heuristic switch migration scheme for software-defined vehicular networks	8
PBBFMM3D: A parallel black-box algorithm for kernel matrix-vector multiplication	8
RF-RISA: A novel flexible random forest accelerator based on FPGA	8
An intelligence energy consumption model based on BP neural network in mobile edge computing	8
Realizing dynamic resource orchestration on cloud systems in the cloud-to-edge continuum	8
A novel task offloading algorithm based on an integrated trust mechanism in mobile edge computing	8
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing	8
PUMIPic: A mesh-based approach to unstructured mesh Particle-In-Cell on GPUs	8
DriverRep: Driver identification through driving behavior embeddings	8
SparkDQ: Efficient generic big data quality management on distributed data-parallel computation	8
Bounding schemes for the parallel machine scheduling problem with DeJong's learning effect	8
Online multimedia retrieval on CPU–GPU platforms with adaptive work partition	8
A novel neural network approach for airfoil mesh quality evaluation	8
In-depth FPGA accelerator performance evaluation with single node benchmarks from the HPC challenge benchmark suite for Intel and Xilinx FPGAs using OpenCL	8
Dynamic resource provisioning for service-based cloud applications: A Bayesian learning approach	8
A taxi dispatch system based on prediction of demand and destination	7
A module-based introduction to heterogeneous computing in core courses	7
Optimal task scheduling benefits from a duplicate-free state-space	7
A fine-grained anonymous handover authentication protocol based on consortium blockchain for wireless networks	7
A federated collaborative recommendation model for privacy-preserving distributed recommender applications based on microservice framework	7
RASM: Resource-Aware Service Migration in Edge Computing based on Deep Reinforcement Learning	7
Trustzone-based secure lightweight wallet for hyperledger fabric	7
HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers	7
Goal-driven scheduling model in edge computing for smart city applications	7
Architecting a congestion pre-avoidance and load-balanced wireless network-on-chip	7
Optimal node-disjoint paths in folded hypercubes	7
Automatic blockchain whitepapers analysis via heterogeneous graph neural network	7
A novel blockchain-based and proxy-oriented public audit scheme for low performance terminal devices	7
Special issue on Distributed Intelligence at the Edge for the Future Internet of Things	7
LOCATOR: Low-power ORB accelerator for autonomous cars	7
Distributed three-way formal concept analysis for large formal contexts	7
Optically connected memory for disaggregated data centers	7
Challenging the security of “A PUF-based hardware mutual authentication protocol”	7
Efficient GPU-parallelization of batch plants design using metaheuristics with parameter tuning	7
Reducing response latency of composite functions-as-a-service through scheduling	7
Distributed programming of a hyperspectral image registration algorithm for heterogeneous GPU clusters	7