Computing

Article	Citations
Hybrid voting-GA ensemble learning for multi-class fault detection in digital twin-driven IIoT systems	263
FedBPM:A decentralized federated meta-method for heterogeneous and complex image classification via multi-scale feature fusion	138
Quality-of-service based multipath routing for the internet of things	105
Achieving starvation-freedom in multi-version transactional memory systems	76
Adaptive vertical federated learning via feature map transferring in mobile edge computing	70
Fog-based architecture for scheduling multiple workflows with high availability requirement	65
An energy-efficient and deadline-aware workflow scheduling algorithm in the fog and cloud environment	51
Edge computing	48
A decentralized prediction-based workflow load balancing architecture for cloud/fog/IoT environments	44
Energy-efficient workflow scheduling with budget-deadline constraints for cloud	39
An autonomous architecture based on reinforcement deep neural network for resource allocation in cloud computing	39
A novel imbalanced data classification approach for suicidal ideation detection on social media	37
A comparative study of LSTM-ED architectures in forecasting day-ahead solar photovoltaic energy using Weather Data	37
UAV-assisted wireless charging and data processing of power IoT devices	37
HHSE: heterogeneous graph neural network via higher-order semantic enhancement	33
A model-based infrastructure for the specification and runtime execution of self-adaptive IoT architectures	32
A priority aware local mutual exclusion algorithm for flying ad hoc networks	32
Constraint-based debugging in probabilistic model checking	31
An improved grasshopper optimization algorithm based on dynamic dual elite learning and sinusoidal mutation	31
FusionCL: a machine-learning based approach for OpenCL kernel fusion to increase system performance	30
Differentially private federated learning with non-IID data	27
A Multi-objective optimization algorithm based on dynamic user-preference information	25
A Prior-mask-guided Few-shot Learning for Skin Lesion Segmentation	25
Packet header-based reweight-long short term memory (Rew-LSTM) method for encrypted network traffic classification	24
An architectural style for scalable choreography-based microservice-oriented distributed systems	24

Indexing spatiotemporal trajectory data streams on key-value storage	23
Quickcent: a fast and frugal heuristic for harmonic centrality estimation on scale-free networks	23
Parallelism of the finite-time dynamics method based on GPU	23
Generalized hurdle count data models based on interpretable machine learning with an application to health care demand	22
Automatic video captioning using tree hierarchical deep convolutional neural network and ASRNN-bi-directional LSTM	21
A job scheduling algorithm based on rock hyrax optimization in cloud computing	21
High-performance microservice differentiated domain communication technology	21
Multi-objective cuckoo optimizer for task scheduling to balance workload in cloud computing	21
Trust on wheels: Towards secure and resource efficient IoV networks	20
Particle swarm optimization based on temporal-difference learning for solving multi-objective optimization problems	20
Energy generation forecasting: elevating performance with machine and deep learning	19
Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers	19
Illumination-robust feature detection based on adaptive threshold function	19
A distributed task orchestration scheme in collaborative vehicular cloud edge networks	18
Interference Aware Workload Scheduling for Latency Sensitive Tasks in Cloud Environment	18
Item enhanced graph collaborative network for collaborative filtering recommendation	18
Network structure optimization for social networks by minimizing the average path length	18
Community anomaly detection in attribute networks based on refining context	17
Time-sensitive propagation values discount centrality measure	17
Online RSSI selection strategy for indoor positioning in low-effort training scenarios	17
Improved approaches for density-based outlier detection in wireless sensor networks	17
Trends, prospects, challenges, and security in the healthcare internet of things	16
Machine learning driven intelligent and self adaptive system for traffic management in smart cities	16
The impact of biased sampling of event logs on the performance of process discovery	16
Data management and selectivity in collaborative pervasive edge computing	15
A clarity and fairness aware framework for selecting workers in competitive crowdsourcing tasks	15
Investigations on the effect of micro-grid using improved NFIS-PID with hybrid algorithms	15
Federated learning for digital healthcare: concepts, applications, frameworks, and challenges	14
Enhanced hybrid multi-objective workflow scheduling approach based artificial bee colony in cloud computing	14
A provable secure and lightweight ECC-based authenticated key agreement scheme for edge computing infrastructure in smart grid	14
Cloud data center cost management using virtual machine consolidation with an improved artificial feeding birds algorithm	13
A robust tracking system for COVID-19 like pandemic using advanced hybrid technologies	13
Facial recognition and classification for customer information systems: a feature fusion deep learning approach with FFDMLC algorithm	12
EELRP: energy efficient layered routing protocol in wireless sensor networks	12
Hybrid deep learning and evolutionary algorithms for accurate cloud workload prediction	12
Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network	12
Fog intelligence for energy efficient management in smart street lamps	12
Mapping and just-in-time traffic congestion mitigation for emergency vehicles in smart cities	12
A cross-linguistic entity alignment method based on graph convolutional neural network and graph attention network	11
Strategy-proof mechanism for online resource allocation in cloud and edge collaboration	11
Simulafed: an enhanced federated simulated environment for privacy and security in health	11
Large language models: a new approach for privacy policy analysis at scale	11
On the average time complexity of computation with random partition	11
Optimizing pre-copy live virtual machine migration in cloud computing using machine learning-based prediction model	11
MANIFESTO: a huMAN-centric explaInable approach for FakE news spreaders deTectiOn	11
Towards improving context-aware applications using link quality induction and self-calibrated ultra-wide band localization systems	11
Scheduling ensemble workflows on hybrid resources in IaaS clouds	10
Dew computing-assisted cognitive Intelligence-inspired smart environment for diarrhea prediction	10
A blockchain and A-DCNN integrated framework for privacy protection and intrusion detection of industrial IoT	10
Fog-Cloud-IoT centric collaborative framework for machine learning-based situation-aware traffic management in urban spaces	10

Correction to: Parallel and distributed Processing: advances on architectures and applications of parallel systems	10
SG-MOACO: a semi-greedy multi-objective ACO method for edge server placement in mobile edge computing	10
POOSC: Provably online/offline signcryption scheme for vehicular communication in VANETs	10
Energy-aware and trust-based cluster head selection in healthcare WBANs with enhanced GWO optimization	9
Data and resource aware incremental ML training in support of pervasive applications	9
PSO-based feature extraction of unknown protocol data frame	9
LinkD: element-based data interlinking of RDF datasets in linked data	8
Performance modeling of the IEEE 802.15.4e TSCH enabling both shared and dedicated links in industrial WSNs	8
Disjoint multipath RPL for QoE/QoS provision in the Internet of Multimedia Things	8
Exploiting recurrent graph neural networks for suffix prediction in predictive monitoring	8
A hybrid energy-aware algorithm for virtual machine placement in cloud computing	8
Self-stabilizing c-wave algorithms for arbitrary networks	8
Bonus computing: towards free-of-charge metacomputing in the public cloud	8
Reducing the wrapping effect of set computation via Delaunay triangulation for guaranteed state estimation of nonlinear discrete-time systems	8
Deep learning-based classification and application test of multiple crop leaf diseases using transfer learning and the attention mechanism	8
A novel and efficient salp swarm algorithm for large-scale QoS-aware service composition selection	8
Task assignment strategy in LEO-muti-access edge computing based on matching game	8
Generalizing truth discovery by incorporating multi-truth features	8
Decentralized control architecture for multi-authoring microgrids	7
Identifying effective nodes in term of the influence maximization on the social IoT networks using deep learning-based node embedding	7
Mconvkgc: a novel multi-channel convolutional model for knowledge graph completion	7
An ontology-based deep belief network model	7
Enhancing clinical decision support with explainable deep learning framework for C-section forecasting	7
An efficient SGM based IDS in cloud environment	7
A graphical deep learning technique-based VNF dependencies for multi resource requirements prediction in virtualized environments	7
Cost and energy aware migration through dependency analysis of VM components in virtual cloud infrastructure	7
TEDA: a trusted execution environment-and-blockchain-based data protection architecture for Internet of Things	7
A novel ECC-based provably secure and privacy-preserving multi-factor authentication protocol for cloud computing	7
A novel technique for flit traversal in network-on-chip router	7
Online and transparent self-adaptation of stream parallel patterns	7
Multi-input CNN-GRU based human activity recognition using wearable sensors	7
An exploratory study of rethinking user experience in the internet of things	7
Local resampling for locally weighted Naïve Bayes in imbalanced data	7
Maintaining temporal validity of real-time data in component-based systems	6
Towards big services: a synergy between service computing and parallel programming	6
Improved snake optimization-based task scheduling in cloud computing	6
Link prediction in food heterogeneous graphs for personalised recipe recommendation based on user interactions and dietary restrictions	6
Relevance-aware graph neural network for session-based recommendation	6
Edge exploration of anonymous graph by mobile agent with external help	6
The Computing Journal gratefully acknowledges the editorial work of the scientists listed below on the special issue entitled “S.I. : NETYS 2019”	6
Heuristic algorithm for an optimal solution of fully fuzzy transportation problem	6
Correlation adaptive task scheduling	6
A two-phase method to optimize service composition in cloud manufacturing	6
Designing and implementing a Big Data benchmark in a financial context: application to a cash management use case	6
A novel energy-aware method for clustering and routing in IoT based on whale optimization algorithm & Harris Hawks optimization	6
PP-PRNU: PRNU-based source camera attribution with privacy-preserving applications	6
Uniform atomic broadcast and consensus in fully anonymous synchronous systems with crash failures	6
Special issue on link prediction in complex networks	6
ICSOC 2020 special issue on service-oriented computing	5
Efficient multi-scale 3D point cloud registration	5
Membership inference attacks against compression models	5
A distributed and energy-efficient KNN for EEG classification with dynamic money-saving policy in heterogeneous clusters	5
Morse glasses: an IoT communication system based on Morse code for users with speech impairments	5
Optimizing security and cost of workflow execution using task annotation and genetic-based algorithm	5
An insight into cloud forensic readiness by leading cloud service providers: a survey	5
A framework for modeling and executing task-Specific resource allocations in business processes	5
MDER: modified degree with exclusion ratio algorithm for influence maximisation in social networks	5
Inter-mesh routing algorithms in LEO satellite constellations networks	5
An ant colony path planning optimization based on opposition-based learning for AUV in irregular regions	5
Energy efficient UAV enabled harvesting with beamforming for clustered SDWSN	5
Mobility management in space-ground-integrated networks	5
A service classification model for IoT services discovery	5
An energy-adaptive clustering method based on Taguchi-based-GWO optimizer for wireless sensor networks with a mobile sink	4
A systematic literature review of blockchain-based e-KYC systems	4
Research on sentiment classification of futures predictive texts based on BERT	4
Correction to: Optimizing pre‑copy live virtual machine migration in cloud computing using machine learning‑based prediction model	4
LUMF-YOLO: a lightweight object detection network integrating UAV motion features	4
Efficient exploration of indoor localization using genetic algorithm and signal propagation model	4
The missing piece: a distributed system-level diagnosis model for the implementation of unreliable failure detectors	4
An efficient method for node ranking in complex networks by hybrid neighbourhood coreness	4
Handover authentication latency reduction using mobile edge computing and mobility patterns	4
Contextual authentication of users and devices using machine learning	4
Robust evaluation of GPU compute instances for HPC and AI in the cloud: a TOPSIS approach with sensitivity, bootstrapping, and non-parametric analysis	4
Blockchain-based entity access control scheme for ubiquitous UAV swarm tasks	4
Ultra-safe and reliable enhanced train-centric communication-based train control system	4
VNF placement in NFV-enabled networks: considering time-varying workloads and multi-tenancy with a throughput optimization heuristic	4
Combined use of coral reefs optimization and reinforcement learning for improving resource utilization and load balancing in cloud environments	4
An efficient proactive VM consolidation technique with improved LSTM network in a cloud environment	4
Multi-objective service composition optimization problem in IoT for agriculture 4.0	4
Correction to: Special issue on “artificial intelligence in cloud computing”	4

A data reuse strategy based on deep learning for high dimensional data’s pattern and instance similarity	4
A GPU-based framework for finite element analysis of elastoplastic problems	4
Design of classical-quantum systems with UML	4
Business process discovery as a service with event log privacy and access control over discovered models	4
Nature inspired meta heuristic algorithms for optimization problems	3
Mpbs:research on mini-batch partitioning algorithm based on self-organizing map network	3
Synchro-Sub, an adaptive multi-algorithm framework for real-time subtitling synchronisation of multi-type TV programmes	3
A fast and accurate coupled meshless algorithm for the 2D/3D Gross–Pitaevskii equations on two GPUs	3
A fuzzy arithmetic-based analytical reliability assessment framework (FAARAF): case study, cognitive radio vehicular networks with drivers	3
Mitigating cold start problem in serverless computing using predictive pre-warming with machine learning	3
A parallel text clustering method using Spark and hashing	3
Efficient DNN training based on backpropagation parallelization	3
Categorical learning for automated network traffic categorization for future generation networks in SDN	3
Structure-guided attributed network embedding with “centroid” enhancement	3
Deep recommendation with iteration directional adversarial training	3
Prediction of link evolution using community detection in social network	3
Mixed contrastive transfer learning for few-shot workload prediction in the cloud	3
Edge data distribution as a network Steiner tree estimation in edge computing	3
The embedded feature selection method using ANT colony optimization with structured sparsity norms	3
Deep reinforcement learning-based optimal deployment of IoT machine learning jobs in fog computing architecture	3
Energy-aware dynamic response and efficient consolidation strategies for disaster survivability of cloud microservices architecture	3
Intelligent resource sharing to enable quality of service for network clients: the trade-off between accuracy and complexity	3
Assessment of physiological states from contactless face video: a sparse representation approach	3
Priority-based DAG task offloading and secondary resource allocation in IoT edge computing environments	3
Trends in continuous evaluation of software architectures	3
Toward a design model-oriented methodology to ensure QoS of a cyber-physical healthcare system	3
DAIP: a delay-efficient and availability-aware IoT application placement in fog environments	3
Smart contracts auditing and multi-classification using machine learning algorithms: an efficient vulnerability detection in ethereum blockchain	3
Disjoint multipath closeness centrality	3
Evaluation of mobile autonomous robot in trajectory optimization	3
Wireless sensor networks: a survey, categorization, main issues, and future orientations for clustering protocols	3
Special issue on ‘‘artificial intelligence in cloud computing’’	2
A novel bidirectional LSTM model for network intrusion detection in SDN-IoT network	2
Scalability and performance analysis of BDPS in clouds	2
Unraveling human social behavior motivations via inverse reinforcement learning-based link prediction	2
An energy efficient multi-mobile agent itinerary planning approach in wireless sensor networks	2
Finding effective nodes to maximize the trusting behavior propagation in social networks	2
A data fusion based data aggregation and sensing technique for fault detection in wireless sensor networks	2
ADBench: benchmarking autonomous driving systems	2
Incorporating self-attentions into robust spatial-temporal graph representation learning against dynamic graph perturbations	2
Nature-inspired donkey and smuggler algorithm for optimal data gathering in partitioned wireless sensor networks for restoring network connectivity	2
Energy-efficient scheduling based on task prioritization in mobile fog computing	2
ST-Resnet: a deep learning-based privacy preserving differential publishing method for location statistics	2
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity	2
Multicore based least confidence query sampling strategy to speed up active learning approach for named entity recognition	2
Dynamic attention guider network	2
An efficient gray system theory-based routing protocol for energy consumption management in the Internet of Things using fog and cloud computing	2
A hybrid machine learning model for intrusion detection in VANET	2
Intelligent and compliant dynamic software license consolidation in cloud environment	2
Qos-based web service selection using time-aware collaborative filtering: a literature review	2
Adaptive configuration of IoT applications in the fog infrastructure	2
Link prediction approach to recommender systems	2
VLDNet: Vision-based lane region detection network for intelligent vehicle system using semantic segmentation	2
Performance evaluation of an oracle-based interoperability for permissioned blockchain	2
Secure privacy-enhanced fast authentication and key management for IoMT-enabled smart healthcare systems	2
Meddal: meeting deadlines and data locality via bin packing in cloud environment	2
Person re-identification method based on fine-grained feature fusion and self-attention mechanism	2
Ethereum fraud behavior detection based on graph neural networks	2
Multi-example query over ontology-label knowledge graphs	2
A novel collaborative privacy protection scheme based on verifiable secret sharing and trust mechanism	2
Beyond the traditional models: a network reconstruction based model for predicting and analysing individual health status	2
IoT based human activity recognition on drifted data stream using arbitrary width convolution neural network	2
Influence maximization in mobile social networks based on RWP-CELF	2
A systematic study on blockchain technology in education: initiatives, products, applications, benefits, challenges and research direction	2
Employing topology modification strategies in scale-free IoT networks for robustness optimization	2
A scalable blockchain network model with transmission paths and neighbor node subareas	2
Energy-makespan optimization of workflow scheduling in fog–cloud computing	2
Signed directed attention network	2
1-D CNNs with lock-free asynchronous adaptive stochastic gradient descent algorithm for classification of astronomical spectra	2
Task scheduling in edge-fog-cloud architecture: a multi-objective load balancing approach using reinforcement learning algorithm	2
Edge-driven Docker registry: facilitating XR application deployment	2
Efficient processing of all neighboring object group queries with budget range constraint in road networks	2
Enhancing sine cosine algorithm based on social learning and elite opposition-based learning	2
Cloud-backed mobile cognition	1
Matyas–Meyer Oseas based device profiling for anomaly detection via deep reinforcement learning (MMODPAD-DRL) in zero trust security network	1
An efficient framework for trust evaluation of secure service selection in fog computing based on QoS, reputation, and social criteria	1
FedFlow: a federated platform to build secure sharing and synchronization services for health dataflows	1
An overview of queuing delay and various delay based algorithms in networks	1
Quantifying influential nodes in complex networks using optimization and particle dynamics: a comparative study	1
Scheduling analysis and correction for dependent real-time tasks upon heterogeneous multiprocessor architectures	1
Deep neural network learning for power limited heterogeneous system with workload classification	1
Reconstructing the training data set based on reducing boundary complexity	1
Optimization for energy-aware design of task scheduling in heterogeneous distributed systems: a meta-heuristic based approach	1
Analysing environmental impact of large-scale events in public spaces with cross-domain multimodal data fusion	1
Checking causal consistency of distributed databases	1
A novel selfish node detection based on reputation and game theory in Internet of Things	1
The greedy coupled-seeds expansion method for the overlapping community detection in social networks	1
Fuzzy logic-based VANET routing method to increase the QoS by considering the dynamic nature of vehicles	1
Stochastic model-driven capacity planning framework for multi-access edge computing	1
Enhancing information freshness in multi-class mobile edge computing systems using a hybrid discipline	1
Citation recommendation using modified HITS algorithm	1
On the correctness of a lock-free compression-based elastic mechanism for a hash trie design	1
A framework for data anomaly detection based on iterative optimization in IoT systems	1
Distributed mobile CEP for collaborative social computing	1
Energy load forecasting: one-step ahead hybrid model utilizing ensembling	1