Journal of Parallel and Distributed Computing

Article	Citations
Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model	176
Hybridization of firefly and Improved Multi-Objective Particle Swarm Optimization algorithm for energy efficient load balancing in Cloud Computing environments	132
A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles	126
Blockchain and AI amalgamation for energy cloud management: Challenges, solutions, and future directions	112
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles	96
A review of edge computing: Features and resource virtualization	91
Load balancing of energy cloud using wind driven and firefly algorithms in internet of everything	89
Achieving efficient and Privacy-preserving energy trading based on blockchain and ABE in smart grid	87
A new energy-aware tasks scheduling approach in fog computing using hybrid meta-heuristic algorithm	86
MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks	85
Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers	84
Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy	80
Fog computing: A taxonomy, systematic review, current trends and research challenges	79
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things	77
An edge intelligence empowered flooding process prediction using Internet of things in smart city	74
A secured distributed detection system based on IPFS and blockchain for industrial image and video data security	71
GuardHealth: Blockchain empowered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare	68
A blockchain-orchestrated deep learning approach for secure data transmission in IoT-enabled healthcare system	63
Differential privacy in blockchain technology: A futuristic approach	57
A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network	56
Decentralized learning works: An empirical comparison of gossip learning and federated learning	54
Edge computing server placement with capacitated location allocation	53
Effective replica management for improving reliability and availability in edge-cloud computing environment	51
Cross-domain secure data sharing using blockchain for industrial IoT	50
Schedulability analysis of Time-Sensitive Networks with scheduled traffic and preemption support	49

Blockchain-based eHealth system for auditable EHRs manipulation in cloud environments	46
An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids	45
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review	43
When services computing meets blockchain: Challenges and opportunities	43
Energy-latency tradeoffs for edge caching and dynamic service migration based on DQN in mobile edge computing	42
A scalable blockchain based trust management in VANET routing protocol	42
Cost optimization of secure routing with untrusted devices in software defined networking	37
Blockchain-based verification framework for data integrity in edge-cloud storage	36
CFSec: Password based secure communication protocol in cloud-fog environment	35
Proof of witness presence: Blockchain consensus for augmented democracy in smart cities	35
An energy efficient service composition mechanism using a hybrid meta-heuristic algorithm in a mobile cloud environment	34
SCAB - IoTA: Secure communication and authentication for IoT applications using blockchain	34
Distributed on-demand clustering algorithm for lifetime optimization in wireless sensor networks	34
EdgeKV: Decentralized, scalable, and consistent storage for the edge	33
Towards blockchain-enabled single character frequency-based exclusive signature matching in IoT-assisted smart cities	33
Machine learning and the Internet of Things security: Solutions and open challenges	32
Communication optimization strategies for distributed deep neural network training: A survey	32
Lightweight collaborative anomaly detection for the IoT using blockchain	32
A blockchain based decentralized data security mechanism for the Internet of Things	31
FPC-BI: Fast Probabilistic Consensus within Byzantine Infrastructures	31
DDMTS: A novel dynamic load balancing scheduling scheme under SLA constraints in cloud computing	30
Behavior analysis and blockchain based trust management in VANETs	30
Artificial intelligence inspired energy and spectrum aware cluster based routing protocol for cognitive radio sensor networks	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
Blockchain-based access control management for Decentralized Online Social Networks	28
Enabling efficient and secure energy cloud using edge computing and 5G	27
Accelerated serverless computing based on GPU virtualization	27
A trustworthy industrial data management scheme based on redactable blockchain	26
FGFL: A blockchain-based fair incentive governor for Federated Learning	26
Multi-agent DRL for joint completion delay and energy consumption with queuing theory in MEC-based IIoT	25
Reliability analysis of the augmented cubes in terms of the extra edge-connectivity and the component edge-connectivity	25
Implementation of bio-inspired hybrid algorithm with mutation operator for robotic path planning	25
Security-aware task scheduling with deadline constraints on heterogeneous hybrid clouds	25
A protection routing with secure mechanism in Möbius cubes	23
Dynamic memory-aware scheduling in spark computing environment	23
Distributed Bayesian optimization of deep reinforcement learning algorithms	23
Online computation offloading with double reinforcement learning algorithm in mobile edge computing	22
Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm	22
Efficient Performance Prediction for Apache Spark	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
SEAPP: A secure application management framework based on REST API access control in SDN-enabled cloud environment	21
RDIC: A blockchain-based remote data integrity checking scheme for IoT in 5G networks	21
Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs	21
A hybrid anomaly-based intrusion detection system to improve time complexity in the Internet of Energy environment	21
Certificateless privacy preserving public auditing for dynamic shared data with group user revocation in cloud storage	20
Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy	20
Arbitrarily large tomography with iterative algorithms on multiple GPUs using the TIGRE toolbox	20

PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities	20
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI	19
BTNC: A blockchain based trusted network connection protocol in IoT	18
Knowledge-driven machine learning based framework for early-stage disease risk prediction in edge environment	18
A secure three-factor authentication scheme for IoT environments	18
Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing	18
Cost effective dynamic data placement for efficient access of social networks	17
Fast quantum algorithm for protein structure prediction in hydrophobic-hydrophilic model	17
Online delay-guaranteed workload scheduling to minimize power cost in cloud data centers using renewable energy	16
Scalable and energy efficient wireless inter chip interconnection fabrics using THz-band antennas	16
An optimal cluster-based routing algorithm for lifetime maximization of Internet of Things	16
DLHub: Simplifying publication, discovery, and use of machine learning models in science	16
A cluster-based routing method with authentication capability in Vehicular Ad hoc Networks (VANETs)	15
PPMCK: Privacy-preserving multi-party computing for K-means clustering	15
Parallel algorithms for finding connected components using linear algebra	15
Performance analysis of network-on-chip in many-core processors	15
SocialBlock: An architecture for decentralized user-centric data management applications for communications in smart cities	15
Profit maximization for security-aware task offloading in edge-cloud environment	15
BPS: A reliable and efficient pub/sub communication model with blockchain-enhanced paradigm in multi-tenant edge cloud	15
Parallel lossless HSI compression based on RLS filter	14
Design and implementation of multiple-precision BLAS Level 1 functions for graphics processing units	14
Developing parallel programming and soft skills: A project based learning approach	14
Fast GPU 3D diffeomorphic image registration	14
Toward security as a service: A trusted cloud service architecture with policy customization	14
Towards cost-efficient resource provisioning with multiple mobile users in fog computing	14
An energy and carbon-aware algorithm for renewable energy usage maximization in distributed cloud data centers	14
PARIS: Predicting application resilience using machine learning	13
Energy aware fuzzy approach for placement and consolidation in cloud data centers	13
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN)	13
Energy efficient IoT-Fog based architectural paradigm for prevention of Dengue fever infection	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
Cohort-based federated learning services for industrial collaboration on the edge	13
Amnis: Optimized stream processing for edge computing	13
Connected k-coverage in two-dimensional wireless sensor networks using hexagonal slicing and area stretching	13
An empirical study of I/O separation for burst buffers in HPC systems	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
MiniChain: A lightweight protocol to combat the UTXO growth in public blockchain	12
Performance analysis and optimization for SpMV based on aligned storage formats on an ARM processor	12
ARVMEC: Adaptive Recommendation of Virtual Machines for IoT in Edge–Cloud Environment	12
Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach	12
IoT architecture for adaptation to transient devices	12
Proactive auto-scaling for cloud environments using temporal convolutional neural networks	12
An improved framework of GPU computing for CFD applications on structured grids using OpenACC	12
Emulous mechanism based multi-objective moth–flame optimization algorithm	12
Discriminating flash crowds from DDoS attacks using efficient thresholding algorithm	12
Non-cooperative game algorithms for computation offloading in mobile edge computing environments	11
Flow mapping on mesh-based deep learning accelerator	11
BSF: A parallel computation model for scalability estimation of iterative numerical algorithms on cluster computing systems	11
Smart contract service migration mechanism based on container in edge computing	11
Malware detection using image representation of malware data and transfer learning	11
Exploring edge TPU for network intrusion detection in IoT	11
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices	11
TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs	11
Improvement of recommendation algorithm based on Collaborative Deep Learning and its Parallelization on Spark	11
Vulnerability assessment of fault-tolerant optical network-on-chips	11
Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs	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	11
Adaptive resource planning for cloud-based services using machine learning	10
Privacy-preserving offloading scheme in multi-access mobile edge computing based on MADRL	10
Mutation and dynamic objective-based farmland fertility algorithm for workflow scheduling in the cloud	10
GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization	10
Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey	10
A novel flow-vector generation approach for malicious traffic detection	10
Spatial big data architecture: From Data Warehouses and Data Lakes to the LakeHouse	10
Blockchain-based automated and robust cyber security management	10
Dispersion of mobile robots using global communication	10
Resource optimizing federated learning for use with IoT: A systematic review	10
Sigmoid: An auto-tuned load balancing algorithm for heterogeneous systems	10
Deep learning inspired routing in ICN using Monte Carlo Tree Search algorithm	10
Energy saving strategy and Nash equilibrium of hybrid P2P networks	10
Empowering mobile crowdsourcing apps with user privacy control	10
TSpoon: Transactions on a stream processor	10
Task scheduling optimization in heterogeneous cloud computing environments: A hybrid GA-GWO approach	10
Matrix multiplication on batches of small matrices in half and half-complex precisions	10
Fast shared-memory streaming multilevel graph partitioning	9
Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing	9

A stochastic mobility model for traffic forecasting in urban environments	9
Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features	9
Coordinated management of DVFS and cache partitioning under QoS constraints to save energy in multi-core systems	9
Detection resource allocation scheme for two-layer cooperative IDSs in smart grids	9
A new genetic-based approach for solving k-coverage problem in direct	9
Improving the performance of batch schedulers using online job runtime classification	9
ZeroCross: A sidechain-based privacy-preserving Cross-chain solution for Monero	9
Component diagnosability in terms of component connectivity of hypercube-based compound networks	9
Efficient and portable GEMM-based convolution operators for deep neural network training on multicore processors	9
Joint optimization of cache placement and request routing in unreliable networks	8
Bounding schemes for the parallel machine scheduling problem with DeJong's learning effect	8
ProvNet: Networked bi-directional blockchain for data sharing with verifiable provenance	8
MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization	8
Towards cost-effective service migration in mobile edge: A Q-learning approach	8
A novel hybrid resampling algorithm for parallel/distributed particle filters	8
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights	8
An Energy Efficient Adaptive Scheduling Scheme (EASS) for Mesh Grid Wireless Sensor Networks	8
Optimal placement of applications in the fog environment: A systematic literature review	8
Reinforcement learning for cost-effective IoT service caching at the edge	8
A deep learning-based edge caching optimization method for cost-driven planning process over IIoT	8
Resource allocation using Dynamic Pricing Auction Mechanism for supporting emergency demands in Cloud Computing	8
A multi-GPU biclustering algorithm for binary datasets	8
Packing internally disjoint Steiner trees to compute the κ3-connectivity in augmented cubes	8
Multi-directional Sobel operator kernel on GPUs	8
Coalition formation for deadline-constrained resource procurement in cloud computing	8