Future Generation Computer Systems-The International Journal of Escien

Article	Citations
Blockchain-based conditional privacy-preserving authentication scheme using PUF for vehicular ad hoc networks	484
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling	472
Reducing inference energy consumption using dual complementary CNNs	445
Scalability through Pulverisation: Declarative deployment reconfiguration at runtime	367
Advances in Power Consumption Model for Data Centers: Analytical Formulas vs. Machine Learning Models	293
An edge–fog architecture for distributed 3D reconstruction	279
Bridging separate communities with common interest in distributed social networks through the use of social objects	278
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update	258
On efficient matching of spatiotemporal rules	217
Fog node discovery and selection: A Systematic literature review	195
CLARA: A novel clustering-based resource-allocation mechanism for exploiting low-availability complementarities of voluntarily contributed nodes	169
Special issue on senti-mental health: Future generation sentiment analysis systems	168
Conceptualization and cases of study on cyber operations against the sustainability of the tactical edge	167
An out-of-core method for GPU image mapping on large 3D scenarios of the real world	151
STPD: Defending against ℓ0	143
Learning protein language contrastive models with multi-knowledge representation	137
Latency-aware scheduling for data-oriented service requests in collaborative IoT-edge-cloud networks	127
Finite-horizon energy allocation scheme in energy harvesting-based linear wireless sensor network	125
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering	118
ORION: Verification of drone trajectories via remote identification messages	116
A distributed Monte Carlo based linear algebra solver applied to the analysis of large complex networks	115
Blockchain and digital twin empowered edge caching for D2D wireless networks	113
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph	113
Representing emotions with knowledge graphs for movie recommendations	112
Secure blockchain-based reputation system for IIoT-enabled retail industry with resistance to sybil attack	111

SkyFlow: Heterogeneous streaming for skyline computation using FlowGraph and SYCL	111
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things	111
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding	110
Blockchain-based decentralized reputation system in E-commerce environment	109
Leveraging a visual language for the awareness-based design of interaction requirements in digital twins	108
Investigation on cellular LTE C-V2X network serving vehicular data traffic in realistic urban scenarios	104
MedT2T: An adaptive pointer constrain generating method for a new medical text-to-table task	101
Optimizing mobile blockchain networks: A game theoretical approach to cooperative multi-terminal computation	96
Benchmarking parallel programming for single-board computers	96
Global reduction for geo-distributed MapReduce across cloud federation	94
Enhancing interconnection network topology for chiplet-based systems: An automated design framework	90
Harnessing federated learning for anomaly detection in supercomputer nodes	89
FedShufde: A privacy preserving framework of federated learning for edge-based smart UAV delivery system	88
Privacy-preserving workflow scheduling in geo-distributed data centers	87
Optimizing makespan and resource utilization for multi-DNN training in GPU cluster	84
Autoencoder-based feature construction for IoT attacks clustering	83
Enforcing group fairness in privacy-preserving Federated Learning	82
M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks	82
CyberAIBot: Artificial Intelligence in an intrusion detection system for CyberSecurity in the IoT	80
HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach	79
Trajectory privacy preservation model based on LSTM-DCGAN	76
Blockchain and timely auction mechanism-based spectrum management	75
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation	75
Self-aware collaborative edge inference with embedded devices for IIoT	74
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems	74
A Knapsack-based Metaheuristic for Edge Server Placement in 5G networks with heterogeneous edge capacities	74
Temporal sensitive heterogeneous graph neural network for news recommendation	73
Understanding insiders in cloud adopted organizations: A survey on taxonomies, incident analysis, defensive solutions, challenges	73
Energy consumption estimation and profiling for queries in distributed database systems based on a bottom-up comprehensive energy model	71
Leveraging conditional generative models in a general explanation framework of classifier decisions	70
A blockchain-adaptive contractual approach for multi-contracting organizational entities	70
Editorial Board	70
EB-BFT: An elastic batched BFT consensus protocol in blockchain	69
Retraction notice to “Smart Health Monitoring and Management System: Toward autonomous wearable sensing for Internet of Things using Big Data Analytics” [Future Gener. Comput. Syst. 91 (2019) 611–619]	68
Low-cost and high-performance channel access strategies for Internet of Nano-Things applications	67
Editorial Board	66
Cora: Data correlations-based storage policies for cloud object storage	66
Detecting malicious behavior in social platforms via hybrid knowledge- and data-driven systems	65
Regen: An object layout regenerator on large-scale production HPC systems	63
Curriculum classification network based on margin balancing multi-loss and ensemble learning	63
Editorial Board	62
Xel: A cloud-agnostic data platform for the design-driven building of high-availability data science services	62
A secure localization scheme based on trust assessment for WSNs using blockchain technology	62
An optimization framework for task allocation in the edge/hub/cloud paradigm	62
A collaborative semantic framework based on activities for the development of applications in Smart Home living labs	60
Multi-Objective Optimal Scheduling for Multi-Microgrids via Hierarchical Timed Colored Petri Net: A Model-Data-Driven Approach	60
A multi-output prediction model for physical machine resource usage in cloud data centers	59
Kafka-ML: Connecting the data stream with ML/AI frameworks	59
Pedestrian safety using the Internet of Things and sensors: Issues, challenges, and open problems	58
Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments	58

Blockchain-assisted verifiable certificate-based searchable encryption against untrusted cloud server for Industrial Internet of Things	58
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring	58
Layer-wise partitioning and merging for efficient and scalable deep learning	57
Assessing the accuracy of remote sensing data products: A multi-granular spatial sampling method	56
LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking	56
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels	56
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	55
ACMF: An Attention Collaborative Extended Matrix Factorization Based Model for MOOC course service via a heterogeneous view	55
PoAh 2.0: AI-empowered dynamic authentication based adaptive blockchain consensus for IoMT-edge workflow	55
A scalable and lightweight group authentication framework for Internet of Medical Things using integrated blockchain and fog computing	54
Motion recognition technology of badminton players in sports video images	54
A novel study on deep learning framework to predict and analyze the financial time series information	53
Digital Twins-enabled Zero Touch Network: A smart contract and explainable AI integrated cybersecurity framework	53
Optimizing 2-opt-based heuristics on GPU for solving the single-row facility layout problem	53
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	53
An energy efficient and runtime-aware framework for distributed stream computing systems	52
Decentralised Identity Management solution for zero-trust multi-domain Computing Continuum frameworks	52
Consensus-Based Distributed Orchestration Framework for Microservices in Edge Computing Clusters	52
Online scheduling of coflows by attention-empowered scalable deep reinforcement learning	51
A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	51
Task offloading in vehicular fog computing: State-of-the-art and open issues	51
An automated and portable method for selecting an optimal GPU frequency	51
MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things	51
EGNN: Energy-efficient anomaly detection for IoT multivariate time series data using graph neural network	51
Principled and automated system of systems composition using an ontological architecture	51
Lattice-based public key searchable encryption with fine-grained access control for edge computing	51
HGGN: Prediction of microRNA-Mediated drug sensitivity based on interpretable heterogeneous graph global-attention network	50
Distributed and heterogeneous tensor–vector contraction algorithms for high performance computing	50
Integration of type-2 fuzzy logic and Dempster–Shafer Theory for accurate inference of IoT-based health-care system	50
A systematic literature review of IoT time series anomaly detection solutions	50
FSVNet: Federated Self-driving Vehicle Network based on decomposition global convergence	49
A fusion recommendation model based on mutual information and attention learning in heterogeneous social networks	49
DR-BFT: A consensus algorithm for blockchain-based multi-layer data integrity framework in dynamic edge computing system	49
Optimal service caching, pricing and task partitioning in mobile edge computing federation	49
Look-ahead workflow scheduling with width changing trend in clouds	49
Enabling performance portability on the LiGen drug discovery pipeline	48
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control	48
Joint optimization of multi-dimensional resource allocation and task offloading for QoE enhancement in Cloud-Edge-End collaboration	48
DAG-based workflows scheduling using Actor–Critic Deep Reinforcement Learning	48
AdaptFL: Adaptive Federated Learning Framework for Heterogeneous Devices	47
A heterogeneous network embedded medicine recommendation system based on LSTM	47
Efficient dynamic multi-replica auditing for the cloud with geographic location	47
TEEFuzzer: A fuzzing framework for trusted execution environments with heuristic seed mutation	46
Modeling and Energy-Optimal Control for Freight Trains based on Data-Driven Approaches	46
Skip index: Supporting efficient inter-block queries and query authentication on the blockchain	46
7 μJ/inference end-to-end gesture recognition	46
Editorial Board	46
A fast-iterative reconstruction algorithm for sparse angle CT based on compressed sensing	46
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022	46
An extended analytical framework for heterogeneous implementations of light cryptographic algorithms	46
HSCFC: High-dimensional streaming data clustering algorithm based on feedback control system	45
A feature-based survey of Fog modeling languages	44
DAFL: Domain adaptation-based federated learning for privacy-preserving biometric recognition	44
ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing	44
Comparing Adiabatic Quantum Computers for satellite images feature extraction	43
Research on calculation model of bottom of the well pressure based on machine learning	43
A multi-hierarchy particle swarm optimization-based algorithm for cloud workflow scheduling	43
A suggested testbed to evaluate multicast network and threat prevention performance of Next Generation Firewalls	43
Editorial Board	43
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	42
Extreme-scale workflows: A perspective from the JLESC international community	42
Cloud-based privacy- and integrity-protecting density peaks clustering	42
Expanding SafeSU capabilities by leveraging security frameworks for contention monitoring in complex SoCs	42
An Anti-Malicious Task Allocation Mechanism in Crowdsensing Systems	42
CUPID: An efficient spatio-temporal data engine	42
A mask guided cross data augmentation method for industrial defect detection	41
Uncertainty-aware scheduling for effective data collection from environmental IoT devices through LEO satellites	41
An adaptive robust defending algorithm against backdoor attacks in federated learning	41
A novel authentication and key agreement scheme for Internet of Vehicles	40
Digital twin framework for smart greenhouse management using next-gen mobile networks and machine learning	40
Designing secure business processes for blockchains with SecBPMN2BC	40
A Blockchain-based Digital Twin for IoT deployments in logistics and transportation	40
Hybrid deep learning-based cyberthreat detection and IoMT data authentication model in smart healthcare	40
Privacy and security-aware workflow scheduling in a hybrid cloud	40
Adversarial robustness benchmark for EEG-based brain–computer interfaces	40
Software-defined DDoS detection with information entropy analysis and optimized deep learning	40
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields	39
The utility of complexity metrics during code reviews for CSE software projects	39
Improving self-supervised vertical federated learning with contrastive instance-wise similarity and dynamical balance pool	39
Editorial Board	39

Deep cognitive diagnosis model for predicting students’ performance	39
Efficient and privacy-preserving group signature for federated learning	39
Blending lossy and lossless data compression methods to support health data streaming in smart cities	39
An exploration of online-simulation-driven portfolio scheduling in Workflow Management Systems	39
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks	39
BTG: A Bridge to Graph machine learning in telecommunications fraud detection	39
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments	39
BEAST: Behavior as a Service for Trust management in IoT devices	39
A novel bi-anomaly-based intrusion detection system approach for industry 4.0	39
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge	38
Human resource recommendation algorithm based on improved frequent itemset mining	38
Retraction notice to “A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem” [Future Gener. Comput. Syst. 85 (2018) 129–145]	37
A guide to design uncertainty-aware self-adaptive components in Cyber–Physical Systems	37
Analysis and experimental research on stability characteristics of squatting posture of wearable lower limb exoskeleton robot	37
A secure multi-party payment channel on-chain and off-chain supervisable scheme	37
Corrigendum to “DEEPSEL: A novel feature selection for early identification of malware in mobile applications” [Future Gener. Comput. Syst. 129 (2022) 54–63]	37
A fuzzy based Co-Operative Blackmailing Attack detection scheme for Edge Computing nodes in MANET-IOT environment	37
PAC: A monitoring framework for performance analysis of compression algorithms in Spark	37
Massive-scale complicated human action recognition: Theory and applications	37
Editorial Board	37
Outage analysis of mmWave-NOMA transmission in the presence of LOS and NLOS paths	36
APapo: An asynchronous parallel optimization method for DNN models	36
FLPM: A property modification scheme for data protection in federated learning	36
DeScan: Censorship-resistant indexing and search for Web3	36
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems	36
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer	36
Transplantation and optimization of molecular dynamics simulation on MT-3000	36
Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE model	36
Dynamic authenticated keyword search in hybrid-storage blockchain	36
A Bayesian game-enhanced auction model for federated cloud services using blockchain	36
Leading Smart Environments towards the Future Internet through Name Data Networking: A survey	35
A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization	35
SLO-aware dynamic self-adaptation of resources	35
A feature selection-based method for DDoS attack flow classification	34
Efficient heterogeneous matrix profile on a CPU + High Performance FPGA with integrated HBM	34
Enabling cross-continent provider fairness in educational recommender systems	34
Truthful auction mechanisms for resource allocation in the Internet of Vehicles with public blockchain networks	34
Optimizing fog device deployment for maximal network connectivity and edge coverage using metaheuristic algorithm	34
Physical layer security for Internet of Things via reconfigurable intelligent surface	34
Bridging Usability and Performance: High-Level Abstractions for Advanced Accelerator Cluster Programming	33
Adaptive incremental transfer learning for efficient performance modeling of big data workloads	33
DeFuseDTI: Interpretable drug target interaction prediction model with dual-branch encoder and multiview fusion	33
An optimized feature extraction algorithm for abnormal network traffic detection	33
Quantune: Post-training quantization of convolutional neural networks using extreme gradient boosting for fast deployment	33
Detecting covert communities in multi-layer networks: A network embedding approach	33
Connected vehicles’ dynamic route planning based on reinforcement learning	33
Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery	33
Resilience and performance quantification of dynamic reconfiguration	32
A self-organized MoE framework for distributed federated learning	32
Routing in LoRa for smart cities: A gossip study	32
A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges	32
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making	32
Blockchain for the metaverse: A Review	32
Special issue on co-design of data and computation management in Fog Computing	31
Editorial Board	31
Cloud-native alternating directions solver for isogeometric analysis	31
Optimizing data placement and size configuration for morphable NVM based SPM in embedded multicore systems	31
SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks	31
Low dimensional secure federated learning framework against poisoning attacks	31
SDD: A trusted display of FIDO2 transaction confirmation without trusted execution environment	31
End-to-end slices to orchestrate resources and services in the cloud-to-edge continuum	31
MobiPCR: Efficient, accurate, and strict ML-based mobile malware detection	31
Retraction notice to “Three-way decisions based on neutrosophic sets and AHP-QFD framework for supplier selection problem” [Future Gener. Comput. Syst. 89 (2018) 19–30]	31
BDPM: A secure batch dynamic password management scheme in industrial internet environments	31
SDN Spotlight: A real-time OpenFlow troubleshooting framework	31
A sparse attack method on skeleton-based human action recognition for intelligent metaverse application	31
Cost-effective stochastic resource placement in edge clouds with horizontal and vertical sharing	31
Small models, big impact: A review on the power of lightweight Federated Learning	30
Edge aggregation placement for semi-decentralized federated learning in Industrial Internet of Things	30
Multi-type task offloading for wireless Internet of Things by federated deep reinforcement learning	30
3DSGIMD: An accurate and interpretable molecular property prediction method using 3D spatial graph focusing network and structure-based feature fusion	30
Energy-efficient task scheduling for mobile edge computing with virtual machine I/O interference	30
Evaluation of Juliana Tool: A translator for Julia’s CUDA.jl code into KernelAbstraction.jl	30
An interpretable deep learning model predicts RNA–small molecule binding sites	30
Performance portability of sparse matrix–vector multiplication implemented using OpenMP, OpenACC and SYCL	30
Geant4: A game changer in high energy physics and related applicative fields	29
Reliable customer analysis using federated learning and exploring deep-attention edge intelligence	29
Efficient and provably secured puncturable attribute-based signature for Web 3.0	29
Software Quality Assurance as a Service: Encompassing the quality assessment of software and services	29
A wearable-based posture recognition system with AI-assisted approach for healthcare IoT	29
Connection-density-aware satellite-ground federated learning via asynchronous dynamic aggregation	29
AutoTrust: A privacy-enhanced trust-based intrusion detection approach for internet of smart things	29
A recommendation management defense mechanism based on trust model in underwater acoustic sensor networks	29
Energy-efficient VM scheduling based on deep reinforcement learning	29
SCTD: A spatiotemporal correlation truth discovery scheme for security management of data platform	29
Deciphering the abundance of immune cells in glomerular endothelium of Alport syndrome kidneys using the deconvolution algorithm CONVdeconv	29
Trustable service discovery for highly dynamic decentralized workflows	29
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss	28
Special Issue on Machine Learning and Knowledge Graphs	28
Flexible hybrid post-quantum bidirectional multi-factor authentication and key agreement framework using ECC and KEM	28
A high precision intrusion detection system for network security communication based on multi-scale convolutional neural network	28
CoNet: Co-occurrence neural networks for recommendation	28
Prediction model of performance–energy trade-off for CFD codes on AMD-based cluster	28
CTF-DDI: Constrained tensor factorization for drug–drug interactions prediction	28
CHChain: Secure and parallel crowdsourcing driven by hybrid blockchain	28