Future Generation Computer Systems-The International Journal of Escien

Article	Citations
Autoencoder-based feature construction for IoT attacks clustering	401
Tracking sentiment towards news entities from Arabic news on social media	385
An edge–fog architecture for distributed 3D reconstruction	364
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update	317
Enforcing group fairness in privacy-preserving Federated Learning	237
Reducing inference energy consumption using dual complementary CNNs	233
Blockchain-based conditional privacy-preserving authentication scheme using PUF for vehicular ad hoc networks	211
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling	199
M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks	188
Leveraging a visual language for the awareness-based design of interaction requirements in digital twins	162
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things	149
Special issue on senti-mental health: Future generation sentiment analysis systems	146
A distributed Monte Carlo based linear algebra solver applied to the analysis of large complex networks	145
SkyFlow: Heterogeneous streaming for skyline computation using FlowGraph and SYCL	139
On efficient matching of spatiotemporal rules	130
Editorial Board	128
STPD: Defending against ℓ0	127
Bridging separate communities with common interest in distributed social networks through the use of social objects	123
An out-of-core method for GPU image mapping on large 3D scenarios of the real world	118
Finite-horizon energy allocation scheme in energy harvesting-based linear wireless sensor network	116
Trajectory privacy preservation model based on LSTM-DCGAN	114
Learning protein language contrastive models with multi-knowledge representation	113
ORION: Verification of drone trajectories via remote identification messages	110
Harnessing federated learning for anomaly detection in supercomputer nodes	108
Enhancing interconnection network topology for chiplet-based systems: An automated design framework	107

Global reduction for geo-distributed MapReduce across cloud federation	107
Conceptualization and cases of study on cyber operations against the sustainability of the tactical edge	103
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding	102
A hypergraph based Kohonen map for detecting intrusions over cyber–physical systems traffic	101
Representing emotions with knowledge graphs for movie recommendations	100
Fog node discovery and selection: A Systematic literature review	100
Optimizing makespan and resource utilization for multi-DNN training in GPU cluster	95
Latency-aware scheduling for data-oriented service requests in collaborative IoT-edge-cloud networks	95
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph	94
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation	92
Scalability through Pulverisation: Declarative deployment reconfiguration at runtime	91
Benchmarking parallel programming for single-board computers	90
Investigation on cellular LTE C-V2X network serving vehicular data traffic in realistic urban scenarios	89
CyberAIBot: Artificial Intelligence in an intrusion detection system for CyberSecurity in the IoT	88
Blockchain and digital twin empowered edge caching for D2D wireless networks	87
Blockchain and timely auction mechanism-based spectrum management	80
FedShufde: A privacy preserving framework of federated learning for edge-based smart UAV delivery system	78
Optimizing mobile blockchain networks: A game theoretical approach to cooperative multi-terminal computation	78
Secure blockchain-based reputation system for IIoT-enabled retail industry with resistance to sybil attack	78
A Knapsack-based Metaheuristic for Edge Server Placement in 5G networks with heterogeneous edge capacities	76
Privacy-preserving workflow scheduling in geo-distributed data centers	74
HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach	74
Energy efficiency with service availability guarantee for Network Function Virtualization	73
MedT2T: An adaptive pointer constrain generating method for a new medical text-to-table task	70
CLARA: A novel clustering-based resource-allocation mechanism for exploiting low-availability complementarities of voluntarily contributed nodes	70
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering	70
Blockchain-based decentralized reputation system in E-commerce environment	69
Cora: Data correlations-based storage policies for cloud object storage	67
Low-cost and high-performance channel access strategies for Internet of Nano-Things applications	67
Editorial Board	67
Online scheduling of coflows by attention-empowered scalable deep reinforcement learning	66
A novel study on deep learning framework to predict and analyze the financial time series information	65
Xel: A cloud-agnostic data platform for the design-driven building of high-availability data science services	65
Self-aware collaborative edge inference with embedded devices for IIoT	65
LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking	65
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems	65
Temporal sensitive heterogeneous graph neural network for news recommendation	61
Understanding insiders in cloud adopted organizations: A survey on taxonomies, incident analysis, defensive solutions, challenges	61
Integration of type-2 fuzzy logic and Dempster–Shafer Theory for accurate inference of IoT-based health-care system	60
Principled and automated system of systems composition using an ontological architecture	60
A multi-output prediction model for physical machine resource usage in cloud data centers	59
Lattice-based public key searchable encryption with fine-grained access control for edge computing	59
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring	58
Curriculum classification network based on margin balancing multi-loss and ensemble learning	56
An automated and portable method for selecting an optimal GPU frequency	55
HGGN: Prediction of microRNA-Mediated drug sensitivity based on interpretable heterogeneous graph global-attention network	55
An optimization framework for task allocation in the edge/hub/cloud paradigm	55
A secure localization scheme based on trust assessment for WSNs using blockchain technology	54
Leveraging conditional generative models in a general explanation framework of classifier decisions	54
An energy efficient and runtime-aware framework for distributed stream computing systems	54

Blockchain-assisted verifiable certificate-based searchable encryption against untrusted cloud server for Industrial Internet of Things	53
An AI-enabled lightweight data fusion and load optimization approach for Internet of Things	53
Decentralised Identity Management solution for zero-trust multi-domain Computing Continuum frameworks	52
EGNN: Energy-efficient anomaly detection for IoT multivariate time series data using graph neural network	52
Assessing the accuracy of remote sensing data products: A multi-granular spatial sampling method	52
Task offloading in vehicular fog computing: State-of-the-art and open issues	51
A collaborative semantic framework based on activities for the development of applications in Smart Home living labs	51
Design of cloud computing task offloading algorithm based on dynamic multi-objective evolution	50
A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	49
Energy consumption estimation and profiling for queries in distributed database systems based on a bottom-up comprehensive energy model	49
Editorial Board	49
PoAh 2.0: AI-empowered dynamic authentication based adaptive blockchain consensus for IoMT-edge workflow	49
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]	49
Detecting malicious behavior in social platforms via hybrid knowledge- and data-driven systems	49
Editorial Board	49
Retraction notice to ‘Corrigendum to “A framework for risk assessment, management and evaluation: Economic tool for quantifying risks in supply chain”’ [Future Gener. Comput. Syst. (2019) 1076–1077]	49
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels	49
Pedestrian safety using the Internet of Things and sensors: Issues, challenges, and open problems	48
Layer-wise partitioning and merging for efficient and scalable deep learning	48
Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments	48
Motion recognition technology of badminton players in sports video images	48
Optimizing 2-opt-based heuristics on GPU for solving the single-row facility layout problem	47
A systematic literature review of IoT time series anomaly detection solutions	47
ACMF: An Attention Collaborative Extended Matrix Factorization Based Model for MOOC course service via a heterogeneous view	47
Digital Twins-enabled Zero Touch Network: A smart contract and explainable AI integrated cybersecurity framework	46
A scalable and lightweight group authentication framework for Internet of Medical Things using integrated blockchain and fog computing	46
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	46
Kafka-ML: Connecting the data stream with ML/AI frameworks	46
MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things	46
A blockchain-adaptive contractual approach for multi-contracting organizational entities	45
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	45
EB-BFT: An elastic batched BFT consensus protocol in blockchain	45
Optimal service caching, pricing and task partitioning in mobile edge computing federation	44
A multi-hierarchy particle swarm optimization-based algorithm for cloud workflow scheduling	44
HSCFC: High-dimensional streaming data clustering algorithm based on feedback control system	44
An adaptive robust defending algorithm against backdoor attacks in federated learning	44
FSVNet: Federated Self-driving Vehicle Network based on decomposition global convergence	44
ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing	44
Look-ahead workflow scheduling with width changing trend in clouds	42
Distributed and heterogeneous tensor–vector contraction algorithms for high performance computing	42
DR-BFT: A consensus algorithm for blockchain-based multi-layer data integrity framework in dynamic edge computing system	42
Uncertainty-aware scheduling for effective data collection from environmental IoT devices through LEO satellites	42
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments	41
Hybrid deep learning-based cyberthreat detection and IoMT data authentication model in smart healthcare	41
Digital twin framework for smart greenhouse management using next-gen mobile networks and machine learning	41
A fusion recommendation model based on mutual information and attention learning in heterogeneous social networks	41
Privacy and security-aware workflow scheduling in a hybrid cloud	41
An Anti-Malicious Task Allocation Mechanism in Crowdsensing Systems	40
DAG-based workflows scheduling using Actor–Critic Deep Reinforcement Learning	40
A Blockchain-based Digital Twin for IoT deployments in logistics and transportation	40
Enabling performance portability on the LiGen drug discovery pipeline	40
Efficient and privacy-preserving group signature for federated learning	39
A fast-iterative reconstruction algorithm for sparse angle CT based on compressed sensing	39
A heterogeneous network embedded medicine recommendation system based on LSTM	39
Joint optimization of multi-dimensional resource allocation and task offloading for QoE enhancement in Cloud-Edge-End collaboration	39
Designing secure business processes for blockchains with SecBPMN2BC	39
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	39
Skip index: Supporting efficient inter-block queries and query authentication on the blockchain	39
Comparing Adiabatic Quantum Computers for satellite images feature extraction	39
DAFL: Domain adaptation-based federated learning for privacy-preserving biometric recognition	39
An extended analytical framework for heterogeneous implementations of light cryptographic algorithms	38
Massive-scale graph-clustering-based data management based on multi-metrics	38
Efficient dynamic multi-replica auditing for the cloud with geographic location	38
Editorial Board	38
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022	38
7 μJ/inference end-to-end gesture recognition	37
CUPID: An efficient spatio-temporal data engine	37
Research on calculation model of bottom of the well pressure based on machine learning	37
TEEFuzzer: A fuzzing framework for trusted execution environments with heuristic seed mutation	37
Extreme-scale workflows: A perspective from the JLESC international community	37
Expanding SafeSU capabilities by leveraging security frameworks for contention monitoring in complex SoCs	37
A feature-based survey of Fog modeling languages	37
Cloud-based privacy- and integrity-protecting density peaks clustering	37
AdaptFL: Adaptive Federated Learning Framework for Heterogeneous Devices	36
Editorial Board	36
A novel authentication and key agreement scheme for Internet of Vehicles	35
Modeling and Energy-Optimal Control for Freight Trains based on Data-Driven Approaches	35
A mask guided cross data augmentation method for industrial defect detection	35
A suggested testbed to evaluate multicast network and threat prevention performance of Next Generation Firewalls	35
Software-defined DDoS detection with information entropy analysis and optimized deep learning	35

Corrigendum to “DEEPSEL: A novel feature selection for early identification of malware in mobile applications” [Future Gener. Comput. Syst. 129 (2022) 54–63]	34
BTG: A Bridge to Graph machine learning in telecommunications fraud detection	34
Editorial Board	34
Adversarial robustness benchmark for EEG-based brain–computer interfaces	34
Transplantation and optimization of molecular dynamics simulation on MT-3000	34
SLO-aware dynamic self-adaptation of resources	34
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control	34
Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery	34
Physical layer security for Internet of Things via reconfigurable intelligent surface	33
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]	33
A Bayesian game-enhanced auction model for federated cloud services using blockchain	33
APapo: An asynchronous parallel optimization method for DNN models	33
Efficient heterogeneous matrix profile on a CPU + High Performance FPGA with integrated HBM	33
Massive-scale complicated human action recognition: Theory and applications	33
Analysis and experimental research on stability characteristics of squatting posture of wearable lower limb exoskeleton robot	33
A secure multi-party payment channel on-chain and off-chain supervisable scheme	33
A guide to design uncertainty-aware self-adaptive components in Cyber–Physical Systems	33
Detecting covert communities in multi-layer networks: A network embedding approach	33
FLPM: A property modification scheme for data protection in federated learning	33
Truthful auction mechanisms for resource allocation in the Internet of Vehicles with public blockchain networks	33
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer	32
A feature selection-based method for DDoS attack flow classification	32
An exploration of online-simulation-driven portfolio scheduling in Workflow Management Systems	32
Outage analysis of mmWave-NOMA transmission in the presence of LOS and NLOS paths	32
Dynamic authenticated keyword search in hybrid-storage blockchain	32
Optimizing fog device deployment for maximal network connectivity and edge coverage using metaheuristic algorithm	32
Resilience and performance quantification of dynamic reconfiguration	31
Routing in LoRa for smart cities: A gossip study	31
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields	31
Tracking and collision avoidance of virtual coupling train control system	31
Connected vehicles’ dynamic route planning based on reinforcement learning	30
Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics	30
An optimized feature extraction algorithm for abnormal network traffic detection	30
A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization	30
Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE model	30
The utility of complexity metrics during code reviews for CSE software projects	29
Human resource recommendation algorithm based on improved frequent itemset mining	29
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge	29
BEAST: Behavior as a Service for Trust management in IoT devices	29
A CP-ABE scheme based on multi-authority in hybrid clouds for mobile devices	29
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks	29
Deep cognitive diagnosis model for predicting students’ performance	29
A fuzzy based Co-Operative Blackmailing Attack detection scheme for Edge Computing nodes in MANET-IOT environment	29
DeScan: Censorship-resistant indexing and search for Web3	29
PAC: A monitoring framework for performance analysis of compression algorithms in Spark	29
Adaptive incremental transfer learning for efficient performance modeling of big data workloads	29
Quantune: Post-training quantization of convolutional neural networks using extreme gradient boosting for fast deployment	28
Blockchain for the metaverse: A Review	28
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems	28
Cloud-native alternating directions solver for isogeometric analysis	28
Special issue on co-design of data and computation management in Fog Computing	28
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making	28
A novel bi-anomaly-based intrusion detection system approach for industry 4.0	28
Low dimensional secure federated learning framework against poisoning attacks	28
Optimizing data placement and size configuration for morphable NVM based SPM in embedded multicore systems	28
DeFuseDTI: Interpretable drug target interaction prediction model with dual-branch encoder and multiview fusion	28
A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges	28
Enabling cross-continent provider fairness in educational recommender systems	28
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]	28
End-to-end slices to orchestrate resources and services in the cloud-to-edge continuum	28
Special Issue on Machine Learning and Knowledge Graphs	27
BDPM: A secure batch dynamic password management scheme in industrial internet environments	27
Explainable indoor localization of BLE devices through RSSI using recursive continuous wavelet transformation and XGBoost classifier	27
CHChain: Secure and parallel crowdsourcing driven by hybrid blockchain	27
Image/video aesthetic quality management based on fusing 3D CNN and shallow features	27
A personalized federated cloud-edge collaboration framework via cross-client knowledge distillation	27
Analysis of security and data control in smart personal assistants from the user’s perspective	27
Object detection/tracking toward underwater photographs by remotely operated vehicles (ROVs)	27
Efficient and provably secured puncturable attribute-based signature for Web 3.0	27
On floating point precision in computational fluid dynamics using OpenFOAM	27
SDD: A trusted display of FIDO2 transaction confirmation without trusted execution environment	27
MobiPCR: Efficient, accurate, and strict ML-based mobile malware detection	27
Multi-type task offloading for wireless Internet of Things by federated deep reinforcement learning	26
A high precision intrusion detection system for network security communication based on multi-scale convolutional neural network	26
CTF-DDI: Constrained tensor factorization for drug–drug interactions prediction	26
CoNet: Co-occurrence neural networks for recommendation	26
SCTD: A spatiotemporal correlation truth discovery scheme for security management of data platform	26
Deciphering the abundance of immune cells in glomerular endothelium of Alport syndrome kidneys using the deconvolution algorithm CONVdeconv	26
SDN Spotlight: A real-time OpenFlow troubleshooting framework	26
A wearable-based posture recognition system with AI-assisted approach for healthcare IoT	26
Edge aggregation placement for semi-decentralized federated learning in Industrial Internet of Things	26
Editorial Board	26
Energy-efficient task scheduling for mobile edge computing with virtual machine I/O interference	26
Cost-effective stochastic resource placement in edge clouds with horizontal and vertical sharing	26
SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks	25
A sparse attack method on skeleton-based human action recognition for intelligent metaverse application	25
Reliable customer analysis using federated learning and exploring deep-attention edge intelligence	25
Trustable service discovery for highly dynamic decentralized workflows	25
3DSGIMD: An accurate and interpretable molecular property prediction method using 3D spatial graph focusing network and structure-based feature fusion	25
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss	25
Small models, big impact: A review on the power of lightweight Federated Learning	25
Connection-density-aware satellite-ground federated learning via asynchronous dynamic aggregation	25
An interpretable deep learning model predicts RNA–small molecule binding sites	25
ELECT: Energy-efficient intelligent edge–cloud c	25
Energy-efficient VM scheduling based on deep reinforcement learning	25