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	501
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling	490
Reducing inference energy consumption using dual complementary CNNs	452
Autoencoder-based feature construction for IoT attacks clustering	374
M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks	299
HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach	286
Trajectory privacy preservation model based on LSTM-DCGAN	284
An edge–fog architecture for distributed 3D reconstruction	281
Bridging separate communities with common interest in distributed social networks through the use of social objects	221
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update	200
CLARA: A novel clustering-based resource-allocation mechanism for exploiting low-availability complementarities of voluntarily contributed nodes	178
On efficient matching of spatiotemporal rules	178
Special issue on senti-mental health: Future generation sentiment analysis systems	173
Conceptualization and cases of study on cyber operations against the sustainability of the tactical edge	149
An out-of-core method for GPU image mapping on large 3D scenarios of the real world	139
STPD: Defending against ℓ0	129
Learning protein language contrastive models with multi-knowledge representation	127
Finite-horizon energy allocation scheme in energy harvesting-based linear wireless sensor network	126
Enhancing interconnection network topology for chiplet-based systems: An automated design framework	120
ORION: Verification of drone trajectories via remote identification messages	117
Optimizing mobile blockchain networks: A game theoretical approach to cooperative multi-terminal computation	116
Blockchain and digital twin empowered edge caching for D2D wireless networks	116
Global reduction for geo-distributed MapReduce across cloud federation	115
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding	114
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph	113

Secure blockchain-based reputation system for IIoT-enabled retail industry with resistance to sybil attack	113
Leveraging a visual language for the awareness-based design of interaction requirements in digital twins	113
Benchmarking parallel programming for single-board computers	112
Latency-aware scheduling for data-oriented service requests in collaborative IoT-edge-cloud networks	102
Fog node discovery and selection: A Systematic literature review	98
SkyFlow: Heterogeneous streaming for skyline computation using FlowGraph and SYCL	95
MedT2T: An adaptive pointer constrain generating method for a new medical text-to-table task	94
Blockchain and timely auction mechanism-based spectrum management	93
Privacy-preserving workflow scheduling in geo-distributed data centers	88
Scalability through Pulverisation: Declarative deployment reconfiguration at runtime	87
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation	86
A Knapsack-based Metaheuristic for Edge Server Placement in 5G networks with heterogeneous edge capacities	86
Optimizing makespan and resource utilization for multi-DNN training in GPU cluster	84
A distributed Monte Carlo based linear algebra solver applied to the analysis of large complex networks	81
Enforcing group fairness in privacy-preserving Federated Learning	79
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things	78
Representing emotions with knowledge graphs for movie recommendations	77
Investigation on cellular LTE C-V2X network serving vehicular data traffic in realistic urban scenarios	77
FedShufde: A privacy preserving framework of federated learning for edge-based smart UAV delivery system	75
CyberAIBot: Artificial Intelligence in an intrusion detection system for CyberSecurity in the IoT	75
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering	74
Harnessing federated learning for anomaly detection in supercomputer nodes	74
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems	73
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels	72
An automated and portable method for selecting an optimal GPU frequency	72
Detecting malicious behavior in social platforms via hybrid knowledge- and data-driven systems	71
Regen: An object layout regenerator on large-scale production HPC systems	70
Editorial Board	70
An optimization framework for task allocation in the edge/hub/cloud paradigm	69
Xel: A cloud-agnostic data platform for the design-driven building of high-availability data science services	67
Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments	67
A multi-output prediction model for physical machine resource usage in cloud data centers	65
Blockchain-assisted verifiable certificate-based searchable encryption against untrusted cloud server for Industrial Internet of Things	64
Kafka-ML: Connecting the data stream with ML/AI frameworks	64
EB-BFT: An elastic batched BFT consensus protocol in blockchain	63
Leveraging conditional generative models in a general explanation framework of classifier decisions	63
Low-cost and high-performance channel access strategies for Internet of Nano-Things applications	63
Editorial Board	63
Editorial Board	61
Curriculum classification network based on margin balancing multi-loss and ensemble learning	61
Cora: Data correlations-based storage policies for cloud object storage	60
Assessing the accuracy of remote sensing data products: A multi-granular spatial sampling method	60
Online scheduling of coflows by attention-empowered scalable deep reinforcement learning	60
ACMF: An Attention Collaborative Extended Matrix Factorization Based Model for MOOC course service via a heterogeneous view	60
A blockchain-adaptive contractual approach for multi-contracting organizational entities	59
LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking	59
Lattice-based public key searchable encryption with fine-grained access control for edge computing	58
Energy consumption estimation and profiling for queries in distributed database systems based on a bottom-up comprehensive energy model	58
Optimizing 2-opt-based heuristics on GPU for solving the single-row facility layout problem	57
HGGN: Prediction of microRNA-Mediated drug sensitivity based on interpretable heterogeneous graph global-attention network	57

MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things	57
Decentralised Identity Management solution for zero-trust multi-domain Computing Continuum frameworks	56
A deep reinforcement learning based algorithm for time and cost optimized scaling of serverless applications	56
PoAh 2.0: AI-empowered dynamic authentication based adaptive blockchain consensus for IoMT-edge workflow	56
Self-aware collaborative edge inference with embedded devices for IIoT	55
An energy efficient and runtime-aware framework for distributed stream computing systems	55
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	55
Digital Twins-enabled Zero Touch Network: A smart contract and explainable AI integrated cybersecurity framework	55
Principled and automated system of systems composition using an ontological architecture	54
Layer-wise partitioning and merging for efficient and scalable deep learning	54
A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	54
Task offloading in vehicular fog computing: State-of-the-art and open issues	53
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring	53
A secure localization scheme based on trust assessment for WSNs using blockchain technology	53
A collaborative semantic framework based on activities for the development of applications in Smart Home living labs	53
Understanding insiders in cloud adopted organizations: A survey on taxonomies, incident analysis, defensive solutions, challenges	53
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	53
EGNN: Energy-efficient anomaly detection for IoT multivariate time series data using graph neural network	52
Temporal sensitive heterogeneous graph neural network for news recommendation	52
A systematic literature review of IoT time series anomaly detection solutions	52
Skip index: Supporting efficient inter-block queries and query authentication on the blockchain	51
FSVNet: Federated Self-driving Vehicle Network based on decomposition global convergence	51
A novel study on deep learning framework to predict and analyze the financial time series information	51
MLQM: Machine learning approach for accelerating optimal qubit mapping	51
Pedestrian safety using the Internet of Things and sensors: Issues, challenges, and open problems	51
A novel CTGAN-ENN hybrid approach to enhance the performance and interpretability of machine learning black-box models in intrusion detection and IoT	51
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022	51
Optimal service caching, pricing and task partitioning in mobile edge computing federation	51
A scalable and lightweight group authentication framework for Internet of Medical Things using integrated blockchain and fog computing	51
TEEFuzzer: A fuzzing framework for trusted execution environments with heuristic seed mutation	50
Modeling and Energy-Optimal Control for Freight Trains based on Data-Driven Approaches	50
7 μJ/inference end-to-end gesture recognition	50
An extended analytical framework for heterogeneous implementations of light cryptographic algorithms	50
HSCFC: High-dimensional streaming data clustering algorithm based on feedback control system	49
Editorial Board	49
Adversarial robustness benchmark for EEG-based brain–computer interfaces	48
A feature-based survey of Fog modeling languages	48
Distributed and heterogeneous tensor–vector contraction algorithms for high performance computing	48
Privacy and security-aware workflow scheduling in a hybrid cloud	48
CUPID: An efficient spatio-temporal data engine	47
Editorial Board	47
An Anti-Malicious Task Allocation Mechanism in Crowdsensing Systems	46
Comparing Adiabatic Quantum Computers for satellite images feature extraction	46
Cloud-based privacy- and integrity-protecting density peaks clustering	46
A fusion recommendation model based on mutual information and attention learning in heterogeneous social networks	45
Joint optimization of multi-dimensional resource allocation and task offloading for QoE enhancement in Cloud-Edge-End collaboration	45
Software-defined DDoS detection with information entropy analysis and optimized deep learning	45
A multi-hierarchy particle swarm optimization-based algorithm for cloud workflow scheduling	44
A fast-iterative reconstruction algorithm for sparse angle CT based on compressed sensing	44
Engineering Opportunistic Digital Twins with Lingua Franca	44
Expanding SafeSU capabilities by leveraging security frameworks for contention monitoring in complex SoCs	43
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	43
Efficient and privacy-preserving group signature for federated learning	43
A heterogeneous network embedded medicine recommendation system based on LSTM	43
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments	43
A mask guided cross data augmentation method for industrial defect detection	43
Digital twin framework for smart greenhouse management using next-gen mobile networks and machine learning	43
ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing	43
DAG-based workflows scheduling using Actor–Critic Deep Reinforcement Learning	42
Efficient dynamic multi-replica auditing for the cloud with geographic location	42
An adaptive robust defending algorithm against backdoor attacks in federated learning	42
Hybrid deep learning-based cyberthreat detection and IoMT data authentication model in smart healthcare	42
A novel authentication and key agreement scheme for Internet of Vehicles	42
BTG: A Bridge to Graph machine learning in telecommunications fraud detection	42
Uncertainty-aware scheduling for effective data collection from environmental IoT devices through LEO satellites	42
Enabling performance portability on the LiGen drug discovery pipeline	41
A Blockchain-based Digital Twin for IoT deployments in logistics and transportation	41
Look-ahead workflow scheduling with width changing trend in clouds	41
Extreme-scale workflows: A perspective from the JLESC international community	41
DAFL: Domain adaptation-based federated learning for privacy-preserving biometric recognition	41
AdaptFL: Adaptive Federated Learning Framework for Heterogeneous Devices	41
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control	41
Quantune: Post-training quantization of convolutional neural networks using extreme gradient boosting for fast deployment	40
Truthful auction mechanisms for resource allocation in the Internet of Vehicles with public blockchain networks	40
The utility of complexity metrics during code reviews for CSE software projects	40
PAC: A monitoring framework for performance analysis of compression algorithms in Spark	40
Editorial Board	40
Designing secure business processes for blockchains with SecBPMN2BC	40
FLPM: A property modification scheme for data protection in federated learning	40
Blending lossy and lossless data compression methods to support health data streaming in smart cities	40

An exploration of online-simulation-driven portfolio scheduling in Workflow Management Systems	39
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge	39
BEAST: Behavior as a Service for Trust management in IoT devices	39
A secure multi-party payment channel on-chain and off-chain supervisable scheme	39
APapo: An asynchronous parallel optimization method for DNN models	39
Blockchain for the metaverse: A Review	39
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks	39
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]	38
Analysis and experimental research on stability characteristics of squatting posture of wearable lower limb exoskeleton robot	38
Outage analysis of mmWave-NOMA transmission in the presence of LOS and NLOS paths	38
Corrigendum to “DEEPSEL: A novel feature selection for early identification of malware in mobile applications” [Future Gener. Comput. Syst. 129 (2022) 54–63]	38
Editorial Board	38
DeScan: Censorship-resistant indexing and search for Web3	37
A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization	37
Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE model	37
A Bayesian game-enhanced auction model for federated cloud services using blockchain	37
Dynamic authenticated keyword search in hybrid-storage blockchain	37
Transplantation and optimization of molecular dynamics simulation on MT-3000	37
Physical layer security for Internet of Things via reconfigurable intelligent surface	36
Improving self-supervised vertical federated learning with contrastive instance-wise similarity and dynamical balance pool	36
Enabling cross-continent provider fairness in educational recommender systems	36
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields	36
A self-organized MoE framework for distributed federated learning	36
SLO-aware dynamic self-adaptation of resources	36
Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery	36
Adaptive incremental transfer learning for efficient performance modeling of big data workloads	36
Leading Smart Environments towards the Future Internet through Name Data Networking: A survey	36
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems	35
A fuzzy based Co-Operative Blackmailing Attack detection scheme for Edge Computing nodes in MANET-IOT environment	35
Efficient heterogeneous matrix profile on a CPU + High Performance FPGA with integrated HBM	35
Massive-scale complicated human action recognition: Theory and applications	35
Resilience and performance quantification of dynamic reconfiguration	34
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer	34
Routing in LoRa for smart cities: A gossip study	34
Connected vehicles’ dynamic route planning based on reinforcement learning	34
A novel bi-anomaly-based intrusion detection system approach for industry 4.0	34
A guide to design uncertainty-aware self-adaptive components in Cyber–Physical Systems	34
A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges	34
A feature selection-based method for DDoS attack flow classification	33
Optimizing fog device deployment for maximal network connectivity and edge coverage using metaheuristic algorithm	33
DeFuseDTI: Interpretable drug target interaction prediction model with dual-branch encoder and multiview fusion	33
Human resource recommendation algorithm based on improved frequent itemset mining	33
Deep cognitive diagnosis model for predicting students’ performance	33
An optimized feature extraction algorithm for abnormal network traffic detection	33
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]	32
SDN Spotlight: A real-time OpenFlow troubleshooting framework	32
BDPM: A secure batch dynamic password management scheme in industrial internet environments	32
Cloud-native alternating directions solver for isogeometric analysis	32
SDD: A trusted display of FIDO2 transaction confirmation without trusted execution environment	32
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making	32
Special issue on co-design of data and computation management in Fog Computing	32
Editorial Board	32
Optimizing data placement and size configuration for morphable NVM based SPM in embedded multicore systems	31
Research on transaction allocation strategy in blockchain state sharding	31
Reliable customer analysis using federated learning and exploring deep-attention edge intelligence	31
Evaluation of Juliana Tool: A translator for Julia’s CUDA.jl code into KernelAbstraction.jl	31
A personalized federated cloud-edge collaboration framework via cross-client knowledge distillation	31
Energy-efficient task scheduling for mobile edge computing with virtual machine I/O interference	31
Small models, big impact: A review on the power of lightweight Federated Learning	31
3DSGIMD: An accurate and interpretable molecular property prediction method using 3D spatial graph focusing network and structure-based feature fusion	31
On floating point precision in computational fluid dynamics using OpenFOAM	31
End-to-end slices to orchestrate resources and services in the cloud-to-edge continuum	31
Performance portability of sparse matrix–vector multiplication implemented using OpenMP, OpenACC and SYCL	31
A wearable-based posture recognition system with AI-assisted approach for healthcare IoT	31
Low dimensional secure federated learning framework against poisoning attacks	31
Connection-density-aware satellite-ground federated learning via asynchronous dynamic aggregation	31
AutoTrust: A privacy-enhanced trust-based intrusion detection approach for internet of smart things	30
Edge aggregation placement for semi-decentralized federated learning in Industrial Internet of Things	30
Software Quality Assurance as a Service: Encompassing the quality assessment of software and services	30
CTF-DDI: Constrained tensor factorization for drug–drug interactions prediction	30
An interpretable deep learning model predicts RNA–small molecule binding sites	30
Special Issue on Machine Learning and Knowledge Graphs	30
Geant4: A game changer in high energy physics and related applicative fields	30
A recommendation management defense mechanism based on trust model in underwater acoustic sensor networks	29
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss	29
CHChain: Secure and parallel crowdsourcing driven by hybrid blockchain	29
Lightweight block ciphers for resource-constrained environments: A comprehensive survey	29
A sparse attack method on skeleton-based human action recognition for intelligent metaverse application	29
Energy-efficient VM scheduling based on deep reinforcement learning	29
A high precision intrusion detection system for network security communication based on multi-scale convolutional neural network	29
Prediction model of performance–energy trade-off for CFD codes on AMD-based cluster	29
ELECT: Energy-efficient intelligent edge–cloud c	29
Multi-type task offloading for wireless Internet of Things by federated deep reinforcement learning	29
Cost-effective stochastic resource placement in edge clouds with horizontal and vertical sharing	29
SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks	29
MobiPCR: Efficient, accurate, and strict ML-based mobile malware detection	28
FRESH: Fault-tolerant Real-time Scheduler for Heterogeneous multiprocessor platforms	28
Editorial Board	28
Flexible hybrid post-quantum bidirectional multi-factor authentication and key agreement framework using ECC and KEM	28
EVRM: Elastic Virtual Resource Management framework for cloud virtual instances	28
Multilayer multivariate forecasting network for precise resource utilization prediction in edge data centers	28
Object detection/tracking toward underwater photographs by remotely operated vehicles (ROVs)	28
Explainable indoor localization of BLE devices through RSSI using recursive continuous wavelet transformation and XGBoost classifier	28
Analyzing inference workloads for spatiotemporal modeling	28
Data management in Ethereum DApps: A cost and performance analysis	28