Journal of Parallel and Distributed Computing

Article	Citations
Blockchain 3.0 applications survey	218
Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model	153
Hybridization of firefly and Improved Multi-Objective Particle Swarm Optimization algorithm for energy efficient load balancing in Cloud Computing environments	127
A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles	121
Blockchain and AI amalgamation for energy cloud management: Challenges, solutions, and future directions	103
Load balancing of energy cloud using wind driven and firefly algorithms in internet of everything	88
Achieving efficient and Privacy-preserving energy trading based on blockchain and ABE in smart grid	84
A review of edge computing: Features and resource virtualization	84
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles	84
MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks	82
Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers	82
A new energy-aware tasks scheduling approach in fog computing using hybrid meta-heuristic algorithm	79
COMITMENT: A Fog Computing Trust Management Approach	76
Malware detection in mobile environments based on Autoencoders and API-images	74
An edge intelligence empowered flooding process prediction using Internet of things in smart city	73
Fog computing: A taxonomy, systematic review, current trends and research challenges	72
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things	67
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy	67
A secured distributed detection system based on IPFS and blockchain for industrial image and video data security	64
GuardHealth: Blockchain empowered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare	62
Towards secure big data analytic for cloud-enabled applications with fully homomorphic encryption	59
Differential privacy in blockchain technology: A futuristic approach	56
Intrusion detection in Edge-of-Things computing	53
Edge computing server placement with capacitated location allocation	51
Decentralized learning works: An empirical comparison of gossip learning and federated learning	50

Effective replica management for improving reliability and availability in edge-cloud computing environment	49
A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network	48
Schedulability analysis of Time-Sensitive Networks with scheduled traffic and preemption support	47
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system	47
Cross-domain secure data sharing using blockchain for industrial IoT	47
Blockchain-based eHealth system for auditable EHRs manipulation in cloud environments	43
A scalable blockchain based trust management in VANET routing protocol	41
An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids	39
When services computing meets blockchain: Challenges and opportunities	38
Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing	37
Cost optimization of secure routing with untrusted devices in software defined networking	37
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review	35
Proof of witness presence: Blockchain consensus for augmented democracy in smart cities	35
A Hitchhiker’s Guide On Distributed Training Of Deep Neural Networks	34
CHAMELEON: Reactive Load Balancing for Hybrid MPI+OpenMP Task-Parallel Applications	33
Distributed on-demand clustering algorithm for lifetime optimization in wireless sensor networks	33
SCAB - IoTA: Secure communication and authentication for IoT applications using blockchain	32
Towards blockchain-enabled single character frequency-based exclusive signature matching in IoT-assisted smart cities	32
CFSec: Password based secure communication protocol in cloud-fog environment	32
EdgeKV: Decentralized, scalable, and consistent storage for the edge	31
An energy efficient service composition mechanism using a hybrid meta-heuristic algorithm in a mobile cloud environment	31
A blockchain based decentralized data security mechanism for the Internet of Things	31
FPC-BI: Fast Probabilistic Consensus within Byzantine Infrastructures	30
Lightweight collaborative anomaly detection for the IoT using blockchain	29
Blockchain-based verification framework for data integrity in edge-cloud storage	29
DDMTS: A novel dynamic load balancing scheduling scheme under SLA constraints in cloud computing	29
Blockchain-assisted access for federated Smart Grid domains: Coupling and features	29
Collaborative deep learning framework on IoT data with bidirectional NLSTM neural networks for energy consumption forecasting	29
Artificial intelligence inspired energy and spectrum aware cluster based routing protocol for cognitive radio sensor networks	29
Machine learning and the Internet of Things security: Solutions and open challenges	28
Behavior analysis and blockchain based trust management in VANETs	28
Communication optimization strategies for distributed deep neural network training: A survey	27
Blockchain-based access control management for Decentralized Online Social Networks	27
Enabling efficient and secure energy cloud using edge computing and 5G	27
Accelerated serverless computing based on GPU virtualization	25
Reliability analysis of the augmented cubes in terms of the extra edge-connectivity and the component edge-connectivity	24
A protection routing with secure mechanism in Möbius cubes	23
Dynamic memory-aware scheduling in spark computing environment	23
A semantic-based methodology for digital forensics analysis	23
Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds	23
A trustworthy industrial data management scheme based on redactable blockchain	22
FGFL: A blockchain-based fair incentive governor for Federated Learning	22
Intermediate data placement and cache replacement strategy under Spark platform	22
QuickDedup: Efficient VM deduplication in cloud computing environments	21
GPU acceleration of ADMM for large-scale quadratic programming	21
Distributed Bayesian optimization of deep reinforcement learning algorithms	21
A hybrid anomaly-based intrusion detection system to improve time complexity in the Internet of Energy environment	21
Efficient Performance Prediction for Apache Spark	21
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning	20
Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs	20

Certificateless privacy preserving public auditing for dynamic shared data with group user revocation in cloud storage	20
Subgraph fault tolerance of distance optimally edge connected hypercubes and folded hypercubes	20
SEAPP: A secure application management framework based on REST API access control in SDN-enabled cloud environment	19
PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities	19
Arbitrarily large tomography with iterative algorithms on multiple GPUs using the TIGRE toolbox	19
RDIC: A blockchain-based remote data integrity checking scheme for IoT in 5G networks	19
Online computation offloading with double reinforcement learning algorithm in mobile edge computing	19
Knowledge-driven machine learning based framework for early-stage disease risk prediction in edge environment	18
Scheduling directed acyclic graphs with optimal duplication strategy on homogeneous multiprocessor systems	18
sLASs: A fully automatic auto-tuned linear algebra library based on OpenMP extensions implemented in OmpSs (LASs Library)	18
BTNC: A blockchain based trusted network connection protocol in IoT	18
Cost effective dynamic data placement for efficient access of social networks	17
Scalable and energy efficient wireless inter chip interconnection fabrics using THz-band antennas	16
Designing an efficient parallel spectral clustering algorithm on multi-core processors in Julia	16
DLHub: Simplifying publication, discovery, and use of machine learning models in science	16
Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy	16
Online delay-guaranteed workload scheduling to minimize power cost in cloud data centers using renewable energy	16
Fast quantum algorithm for protein structure prediction in hydrophobic-hydrophilic model	16
Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm	15
Performance analysis of network-on-chip in many-core processors	15
Parallel algorithms for finding connected components using linear algebra	15
BPS: A reliable and efficient pub/sub communication model with blockchain-enhanced paradigm in multi-tenant edge cloud	15
Multi-agent DRL for joint completion delay and energy consumption with queuing theory in MEC-based IIoT	15
Towards cost-efficient resource provisioning with multiple mobile users in fog computing	14
On demand clock synchronization for live VM migration in distributed cloud data centers	14
An optimal cluster-based routing algorithm for lifetime maximization of Internet of Things	14
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI	14
Design and implementation of multiple-precision BLAS Level 1 functions for graphics processing units	14
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing	14
SocialBlock: An architecture for decentralized user-centric data management applications for communications in smart cities	14
Profit maximization for security-aware task offloading in edge-cloud environment	14
PPMCK: Privacy-preserving multi-party computing for K-means clustering	14
Parallel lossless HSI compression based on RLS filter	13
Fast GPU 3D diffeomorphic image registration	13
Connected k-coverage in two-dimensional wireless sensor networks using hexagonal slicing and area stretching	13
Parallel implementation of the Image Block Representation using OpenMP	13
Real-time monitoring and operation of microgrid using distributed cloud–fog architecture	13
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS	13
Developing parallel programming and soft skills: A project based learning approach	13
A cluster-based routing method with authentication capability in Vehicular Ad hoc Networks (VANETs)	13
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN)	13
A secure three-factor authentication scheme for IoT environments	13
Discriminating flash crowds from DDoS attacks using efficient thresholding algorithm	12
ARVMEC: Adaptive Recommendation of Virtual Machines for IoT in Edge–Cloud Environment	12
Energy aware fuzzy approach for placement and consolidation in cloud data centers	12
IoT architecture for adaptation to transient devices	12
Parallel quicksort algorithm on OTIS hyper hexa-cell optoelectronic architecture	12
CloudFNF: An ontology structure for functional and non-functional features of cloud services	12
A Parallel Multilevel Feature Selection algorithm for improved cancer classification	12
An empirical study of I/O separation for burst buffers in HPC systems	11
Smart contract service migration mechanism based on container in edge computing	11
Vulnerability assessment of fault-tolerant optical network-on-chips	11
Amnis: Optimized stream processing for edge computing	11
MiniChain: A lightweight protocol to combat the UTXO growth in public blockchain	11
Improvement of recommendation algorithm based on Collaborative Deep Learning and its Parallelization on Spark	11
PARIS: Predicting application resilience using machine learning	11
Cohort-based federated learning services for industrial collaboration on the edge	11
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs	11
Emulous mechanism based multi-objective moth–flame optimization algorithm	11
TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs	11
Proactive auto-scaling for cloud environments using temporal convolutional neural networks	11
Performance analysis and optimization for SpMV based on aligned storage formats on an ARM processor	11
An energy and carbon-aware algorithm for renewable energy usage maximization in distributed cloud data centers	11
Toward security as a service: A trusted cloud service architecture with policy customization	11
Towards autonomic data management for staging-based coupled scientific workflows	11
Oppositional chaos game optimization based clustering with trust based data transmission protocol for intelligent IoT edge systems	11
Integrating big data and cloud computing topics into the computing curricula: A modular approach	10
Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach	10
Dispersion of mobile robots using global communication	10
Sigmoid: An auto-tuned load balancing algorithm for heterogeneous systems	10
DQPFS: Distributed quadratic programming based feature selection for big data	10
Efficient convolution pooling on the GPU	10
BSF: A parallel computation model for scalability estimation of iterative numerical algorithms on cluster computing systems	10
Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey	10
An improved framework of GPU computing for CFD applications on structured grids using OpenACC	10
Empowering mobile crowdsourcing apps with user privacy control	10
TSpoon: Transactions on a stream processor	10
Matrix multiplication on batches of small matrices in half and half-complex precisions	10
Deep learning inspired routing in ICN using Monte Carlo Tree Search algorithm	10
Spatial big data architecture: From Data Warehouses and Data Lakes to the LakeHouse	9

Mutation and dynamic objective-based farmland fertility algorithm for workflow scheduling in the cloud	9
Component diagnosability in terms of component connectivity of hypercube-based compound networks	9
Adaptive resource planning for cloud-based services using machine learning	9
Non-cooperative game algorithms for computation offloading in mobile edge computing environments	9
A new genetic-based approach for solving k-coverage problem in direct	9
KASLR-MT: Kernel Address Space Layout Randomization for Multi-Tenant cloud systems	9
Coordinated management of DVFS and cache partitioning under QoS constraints to save energy in multi-core systems	9
Kokkos implementation of an Ewald Coulomb solver and analysis of performance portability	9
Flow mapping on mesh-based deep learning accelerator	9
Detection resource allocation scheme for two-layer cooperative IDSs in smart grids	8
A multi-GPU biclustering algorithm for binary datasets	8
Energy efficient IoT-Fog based architectural paradigm for prevention of Dengue fever infection	8
MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization	8
Resource allocation using Dynamic Pricing Auction Mechanism for supporting emergency demands in Cloud Computing	8
Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features	8
Malware detection using image representation of malware data and transfer learning	8
An Energy Efficient Adaptive Scheduling Scheme (EASS) for Mesh Grid Wireless Sensor Networks	8
Coalition formation for deadline-constrained resource procurement in cloud computing	8
A stochastic mobility model for traffic forecasting in urban environments	8
Fast shared-memory streaming multilevel graph partitioning	8
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices	8
Blockchain-based automated and robust cyber security management	8
Energy saving strategy and Nash equilibrium of hybrid P2P networks	8
ZeroCross: A sidechain-based privacy-preserving Cross-chain solution for Monero	8
A novel hybrid resampling algorithm for parallel/distributed particle filters	8
Resource optimizing federated learning for use with IoT: A systematic review	8
Bounding schemes for the parallel machine scheduling problem with DeJong's learning effect	8
GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization	8
Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing	8
A novel cooperative resource provisioning strategy for Multi-Cloud load balancing	7
Algorithmic and language-based optimization of Marsa-LFIB4 pseudorandom number generator using OpenMP, OpenACC and CUDA	7
ProvNet: Networked bi-directional blockchain for data sharing with verifiable provenance	7
Cooperative energy transactions in micro and utility grids integrating energy storage systems	7
Trustzone-based secure lightweight wallet for hyperledger fabric	7
Management of geo-distributed intelligence: Deep Insight as a Service (DINSaaS) on Forged Cloud Platforms (FCP)	7
Time–energy trade-offs in processing divisible loads on heterogeneous hierarchical memory systems	7
Online multimedia retrieval on CPU–GPU platforms with adaptive work partition	7
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors	7
Packing internally disjoint Steiner trees to compute the κ3-connectivity in augmented cubes	7
Automatic blockchain whitepapers analysis via heterogeneous graph neural network	7
Exploring edge TPU for network intrusion detection in IoT	7
Distributed and individualized computation offloading optimization in a fog computing environment	7
Efficient and secure flash-based gaming CAPTCHA	7
Towards cost-effective service migration in mobile edge: A Q-learning approach	7
A novel flow-vector generation approach for malicious traffic detection	7
SparkDQ: Efficient generic big data quality management on distributed data-parallel computation	6
Path planning mechanism for mobile anchor-assisted localization in wireless sensor networks	6
Blockchain-based accountability for multi-party oblivious RAM	6
A novel neural network approach for airfoil mesh quality evaluation	6
Prime clock: Encoded vector clock to characterize causality in distributed systems	6
Efficient AES implementation on Sunway TaihuLight supercomputer: A systematic approach	6
Reinforcement learning for cost-effective IoT service caching at the edge	6
Architecting a congestion pre-avoidance and load-balanced wireless network-on-chip	6
Rival-Model Penalized Self-Organizing Map enforced DDoS attack prevention mechanism for software defined network-based cloud computing environment	6
Realizing dynamic resource orchestration on cloud systems in the cloud-to-edge continuum	6
Improving the accuracy of energy predictive models for multicore CPUs by combining utilization and performance events model variables	6
A fine-grained anonymous handover authentication protocol based on consortium blockchain for wireless networks	6
An intelligence energy consumption model based on BP neural network in mobile edge computing	6
Evaluation of memory performance in NUMA architectures using Stochastic Reward Nets	6
Image super-resolution via enhanced multi-scale residual network	6
Intelligent energy-efficient scheduling with ant colony techniques for heterogeneous edge computing	6
Multi-objective biogeography-based optimization and reinforcement learning hybridization for network-on chip reliability improvement	6
The g-extra connectivity of folded crossed cubes	6
CScript: A distributed programming language for building mixed-consistency applications	6
Modeling I/O performance variability in high-performance computing systems using mixture distributions	6
Multi-directional Sobel operator kernel on GPUs	6
Challenging the security of “A PUF-based hardware mutual authentication protocol”	6
Multiple pattern matching for network security applications: Acceleration through vectorization	6
Optimal task scheduling benefits from a duplicate-free state-space	6
Joint optimization of cache placement and request routing in unreliable networks	6
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights	6
An SMDP-based approach to thermal-aware task scheduling in NoC-based MPSoC platforms	6
MB-MaaS: Mobile Blockchain-based Mining-as-a-Service for IIoT environments	6
PBBFMM3D: A parallel black-box algorithm for kernel matrix-vector multiplication	6
Goal-driven scheduling model in edge computing for smart city applications	6
DriverRep: Driver identification through driving behavior embeddings	6
Joker: Elastic stream processing with organic adaptation	6
FALCON-X: Zero-copy MPI derived datatype processing on modern CPU and GPU architectures	6
Improving the performance of batch schedulers using online job runtime classification	6
HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers	5
Multicore and manycore parallelization of cheap synchronizing sequence heuristics	5
Using hardware performance counters to speed up autotuning convergence on GPUs	5
Distributed three-way formal concept analysis for large formal contexts	5
In-depth FPGA accelerator performance evaluation with single node benchmarks from the HPC challenge benchmark suite for Intel and Xilinx FPGAs using OpenCL	5
Distributed programming of a hyperspectral image registration algorithm for heterogeneous GPU clusters	5
Optically connected memory for disaggregated data centers	5
A taxi dispatch system based on prediction of demand and destination	5
Adaptive scheduling of multiprogrammed dynamic-multithreading applications	5
A mobility-based deployment strategy for edge data centers	5
Application-aware adaptive parameter control for LoRaWAN	5
An adaptive multi-agent system for task reallocation in a MapReduce job	5
A module-based introduction to heterogeneous computing in core courses	5
Efficient task pruning mechanism to improve robustness of heterogeneous computing systems	5
Hybrid heuristic-based key generation protocol for intelligent privacy preservation in cloud sector	5
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach	5