Future Generation Computer Systems-The International Journal of Escien

Article	Citations
Improving WSN-based dataset using data augmentation for TSCH protocol performance modeling	516
M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks	512
An edge–fog architecture for distributed 3D reconstruction	462
Bridging separate communities with common interest in distributed social networks through the use of social objects	378
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update	306
On efficient matching of spatiotemporal rules	302
CLARA: A novel clustering-based resource-allocation mechanism for exploiting low-availability complementarities of voluntarily contributed nodes	298
Special issue on senti-mental health: Future generation sentiment analysis systems	291
STPD: Defending against ℓ0	204
Enhancing interconnection network topology for chiplet-based systems: An automated design framework	183
ORION: Verification of drone trajectories via remote identification messages	182
Optimizing mobile blockchain networks: A game theoretical approach to cooperative multi-terminal computation	180
Scalability through Pulverisation: Declarative deployment reconfiguration at runtime	153
Global reduction for geo-distributed MapReduce across cloud federation	133
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding	133
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph	132
Secure blockchain-based reputation system for IIoT-enabled retail industry with resistance to sybil attack	129
Benchmarking parallel programming for single-board computers	124
Latency-aware scheduling for data-oriented service requests in collaborative IoT-edge-cloud networks	118
Fog node discovery and selection: A Systematic literature review	118
SkyFlow: Heterogeneous streaming for skyline computation using FlowGraph and SYCL	117
MedT2T: An adaptive pointer constrain generating method for a new medical text-to-table task	116
Privacy-preserving workflow scheduling in geo-distributed data centers	116
Flight: A FaaS-based framework for complex and Hierarchical Federated Learning	114
A distributed Monte Carlo based linear algebra solver applied to the analysis of large complex networks	113

Reducing inference energy consumption using dual complementary CNNs	107
Blockchain-based conditional privacy-preserving authentication scheme using PUF for vehicular ad hoc networks	103
Enforcing group fairness in privacy-preserving Federated Learning	102
Trajectory privacy preservation model based on LSTM-DCGAN	96
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation	94
Leveraging a visual language for the awareness-based design of interaction requirements in digital twins	91
A Knapsack-based Metaheuristic for Edge Server Placement in 5G networks with heterogeneous edge capacities	90
An out-of-core method for GPU image mapping on large 3D scenarios of the real world	89
HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach	89
Investigation on cellular LTE C-V2X network serving vehicular data traffic in realistic urban scenarios	86
Learning protein language contrastive models with multi-knowledge representation	84
Harnessing federated learning for anomaly detection in supercomputer nodes	80
Finite-horizon energy allocation scheme in energy harvesting-based linear wireless sensor network	79
FedShufde: A privacy preserving framework of federated learning for edge-based smart UAV delivery system	77
Blockchain and digital twin empowered edge caching for D2D wireless networks	77
Cost-efficient and Topology-aware Scheduling Algorithms in Distributed Stream Computing Systems	76
CyberAIBot: Artificial Intelligence in an intrusion detection system for CyberSecurity in the IoT	74
DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering	74
Semi-Asynchronous Energy-Efficient Federated Prototype Learning for End-Edge-Cloud Architectures	73
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things	73
Autoencoder-based feature construction for IoT attacks clustering	72
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems	71
Blockchain and timely auction mechanism-based spectrum management	71
Evolutionary optimization of spatially-distributed multi-sensors placement for indoor surveillance environments with security levels	70
Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing	68
Regen: An object layout regenerator on large-scale production HPC systems	67
Editorial Board	66
Optimizing 2-opt-based heuristics on GPU for solving the single-row facility layout problem	65
Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments	65
Kafka-ML: Connecting the data stream with ML/AI frameworks	65
An optimization framework for task allocation in the edge/hub/cloud paradigm	65
A multi-output prediction model for physical machine resource usage in cloud data centers	65
Editorial Board	64
Consolidation of virtual machines to reduce energy consumption of data centers by using ballooning, sharing and swapping mechanisms	64
Editorial Board	63
EB-BFT: An elastic batched BFT consensus protocol in blockchain	63
Low-cost and high-performance channel access strategies for Internet of Nano-Things applications	63
Curriculum classification network based on margin balancing multi-loss and ensemble learning	62
Cora: Data correlations-based storage policies for cloud object storage	61
Assessing the accuracy of remote sensing data products: A multi-granular spatial sampling method	61
ACMF: An Attention Collaborative Extended Matrix Factorization Based Model for MOOC course service via a heterogeneous view	61
HGGN: Prediction of microRNA-Mediated drug sensitivity based on interpretable heterogeneous graph global-attention network	60
Energy consumption estimation and profiling for queries in distributed database systems based on a bottom-up comprehensive energy model	60
A blockchain-adaptive contractual approach for multi-contracting organizational entities	60
An energy efficient and runtime-aware framework for distributed stream computing systems	59
Decentralised Identity Management solution for zero-trust multi-domain Computing Continuum frameworks	59
A deep reinforcement learning based algorithm for time and cost optimized scaling of serverless applications	59
A collaborative semantic framework based on activities for the development of applications in Smart Home living labs	58
Understanding insiders in cloud adopted organizations: A survey on taxonomies, incident analysis, defensive solutions, challenges	58
A novel CTGAN-ENN hybrid approach to enhance the performance and interpretability of machine learning black-box models in intrusion detection and IoT	57

Principled and automated system of systems composition using an ontological architecture	57
Leveraging conditional generative models in a general explanation framework of classifier decisions	57
Xel: A cloud-agnostic data platform for the design-driven building of high-availability data science services	56
An automated and portable method for selecting an optimal GPU frequency	56
Task offloading in vehicular fog computing: State-of-the-art and open issues	56
Practical volume-hiding range searchable symmetric encryption using trusted execution	56
A scalable and lightweight group authentication framework for Internet of Medical Things using integrated blockchain and fog computing	55
Self-aware collaborative edge inference with embedded devices for IIoT	55
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach	54
Online scheduling of coflows by attention-empowered scalable deep reinforcement learning	54
Digital Twins-enabled Zero Touch Network: A smart contract and explainable AI integrated cybersecurity framework	54
Blockchain-based trust mechanism for digital twin empowered Industrial Internet of Things	54
A Q-Learning-based distributed routing protocol for frequency-switchable magnetic induction-based wireless underground sensor networks	53
Lattice-based public key searchable encryption with fine-grained access control for edge computing	53
Layer-wise partitioning and merging for efficient and scalable deep learning	53
Multidimensional architecture using a massive and heterogeneous data: Application to drought monitoring	53
PoAh 2.0: AI-empowered dynamic authentication based adaptive blockchain consensus for IoMT-edge workflow	52
Blockchain-assisted verifiable certificate-based searchable encryption against untrusted cloud server for Industrial Internet of Things	52
Pedestrian safety using the Internet of Things and sensors: Issues, challenges, and open problems	52
A systematic literature review of IoT time series anomaly detection solutions	52
Cost-aware routing for computation offloading in knowledge-defined AIoT	52
EGNN: Energy-efficient anomaly detection for IoT multivariate time series data using graph neural network	52
LA-MDPF: A forwarding strategy based on learning automata and Markov decision process in named data networking	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
MLQM: Machine learning approach for accelerating optimal qubit mapping	51
Optimal service caching, pricing and task partitioning in mobile edge computing federation	51
Recognition of Outstanding Future Generation Computer Systems Reviewers for 2022	50
TEEFuzzer: A fuzzing framework for trusted execution environments with heuristic seed mutation	50
An extended analytical framework for heterogeneous implementations of light cryptographic algorithms	49
Modeling and Energy-Optimal Control for Freight Trains based on Data-Driven Approaches	49
HSCFC: High-dimensional streaming data clustering algorithm based on feedback control system	48
Editorial Board	48
A feature-based survey of Fog modeling languages	48
Designing secure business processes for blockchains with SecBPMN2BC	47
CUPID: An efficient spatio-temporal data engine	47
Distributed and heterogeneous tensor–vector contraction algorithms for high performance computing	47
Editorial Board	47
A fusion recommendation model based on mutual information and attention learning in heterogeneous social networks	46
Energy-efficient discrete Haar Wavelet Transform architectures exploring approximate adders for high-quality image compression and reconstruction	46
An Anti-Malicious Task Allocation Mechanism in Crowdsensing Systems	46
Comparing Adiabatic Quantum Computers for satellite images feature extraction	46
Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT	45
A multi-hierarchy particle swarm optimization-based algorithm for cloud workflow scheduling	45
A mask guided cross data augmentation method for industrial defect detection	45
Expanding SafeSU capabilities by leveraging security frameworks for contention monitoring in complex SoCs	45
A novel dung beetle optimization algorithm based on Lévy flight and triangle walk	44
Uncertainty-aware scheduling for effective data collection from environmental IoT devices through LEO satellites	44
ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing	44
A framework for supporting the reproducibility of computational experiments in multiple scientific domains	44
Software-defined DDoS detection with information entropy analysis and optimized deep learning	44
Efficient and privacy-preserving group signature for federated learning	44
7 μJ/inference end-to-end gesture recognition	44
Adversarial robustness benchmark for EEG-based brain–computer interfaces	44
AdaptFL: Adaptive Federated Learning Framework for Heterogeneous Devices	43
Digital twin framework for smart greenhouse management using next-gen mobile networks and machine learning	43
DAFL: Domain adaptation-based federated learning for privacy-preserving biometric recognition	43
BTG: A Bridge to Graph machine learning in telecommunications fraud detection	43
A fast-iterative reconstruction algorithm for sparse angle CT based on compressed sensing	43
Enabling performance portability on the LiGen drug discovery pipeline	42
An adaptive robust defending algorithm against backdoor attacks in federated learning	42
Look-ahead workflow scheduling with width changing trend in clouds	42
Autoscaling of microservice resources based on dense connectivity spatio-temporal GNN and Q-learning	41
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control	41
DAG-based workflows scheduling using Actor–Critic Deep Reinforcement Learning	41
A novel authentication and key agreement scheme for Internet of Vehicles	41
Extreme-scale workflows: A perspective from the JLESC international community	41
Hybrid deep learning-based cyberthreat detection and IoMT data authentication model in smart healthcare	41
Joint optimization of multi-dimensional resource allocation and task offloading for QoE enhancement in Cloud-Edge-End collaboration	41
Validating the performance of GPU ports using differential performance models	41
Deep Reinforcement Learning-based scheduling for optimizing system load and response time in edge and fog computing environments	40
Corrigendum to “DEEPSEL: A novel feature selection for early identification of malware in mobile applications” [Future Gener. Comput. Syst. 129 (2022) 54–63]	40
Privacy and security-aware workflow scheduling in a hybrid cloud	40
Blending lossy and lossless data compression methods to support health data streaming in smart cities	40
A heterogeneous network embedded medicine recommendation system based on LSTM	40
The utility of complexity metrics during code reviews for CSE software projects	40
Editorial Board	40
A Blockchain-based Digital Twin for IoT deployments in logistics and transportation	40
Editorial Board	39
SLO-aware dynamic self-adaptation of resources	38

Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE model	38
Leading Smart Environments towards the Future Internet through Name Data Networking: A survey	38
A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization	38
DeScan: Censorship-resistant indexing and search for Web3	38
Enabling cross-continent provider fairness in educational recommender systems	38
A Bayesian game-enhanced auction model for federated cloud services using blockchain	38
Outage analysis of mmWave-NOMA transmission in the presence of LOS and NLOS paths	38
A self-organized MoE framework for distributed federated learning	37
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 secure multi-party payment channel on-chain and off-chain supervisable scheme	37
Improving self-supervised vertical federated learning with contrastive instance-wise similarity and dynamical balance pool	37
Human resource recommendation algorithm based on improved frequent itemset mining	37
Transplantation and optimization of molecular dynamics simulation on MT-3000	36
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge	36
A terminology for scientific workflow systems	36
Deep cognitive diagnosis model for predicting students’ performance	36
A guide to design uncertainty-aware self-adaptive components in Cyber–Physical Systems	35
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks	35
Routing in LoRa for smart cities: A gossip study	35
BEAST: Behavior as a Service for Trust management in IoT devices	35
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields	34
An exploration of online-simulation-driven portfolio scheduling in Workflow Management Systems	34
A novel bi-anomaly-based intrusion detection system approach for industry 4.0	34
Physical layer security for Internet of Things via reconfigurable intelligent surface	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
Quantune: Post-training quantization of convolutional neural networks using extreme gradient boosting for fast deployment	33
Dynamic authenticated keyword search in hybrid-storage blockchain	33
Optimizing fog device deployment for maximal network connectivity and edge coverage using metaheuristic algorithm	33
A feature selection-based method for DDoS attack flow classification	33
A study on malicious software behaviour analysis and detection techniques: Taxonomy, current trends and challenges	33
PAC: A monitoring framework for performance analysis of compression algorithms in Spark	33
Resilience and performance quantification of dynamic reconfiguration	33
Truthful auction mechanisms for resource allocation in the Internet of Vehicles with public blockchain networks	33
DeFuseDTI: Interpretable drug target interaction prediction model with dual-branch encoder and multiview fusion	33
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer	33
Connected vehicles’ dynamic route planning based on reinforcement learning	33
An optimized feature extraction algorithm for abnormal network traffic detection	33
BDPM: A secure batch dynamic password management scheme in industrial internet environments	32
Special issue on co-design of data and computation management in Fog Computing	32
Optimizing data placement and size configuration for morphable NVM based SPM in embedded multicore systems	32
SpAIware: Uncovering a novel artificial intelligence attack vector through persistent memory in LLM applications and agents	32
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems	32
APapo: An asynchronous parallel optimization method for DNN models	32
Cloud-native alternating directions solver for isogeometric analysis	32
Performance portability of sparse matrix–vector multiplication implemented using OpenMP, OpenACC and SYCL	32
ProtoFedGAN: A Novel Federated Learning Framework for Training Generative Adversarial Networks via Dynamic Dual-Prototype Alignment	32
Blockchain for the metaverse: A Review	32
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making	32
SDN Spotlight: A real-time OpenFlow troubleshooting framework	32
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
Editorial Board	32
Adaptive incremental transfer learning for efficient performance modeling of big data workloads	32
FLPM: A property modification scheme for data protection in federated learning	32
Evaluation of Juliana Tool: A translator for Julia’s CUDA.jl code into KernelAbstraction.jl	31
Low dimensional secure federated learning framework against poisoning attacks	31
Connection-density-aware satellite-ground federated learning via asynchronous dynamic aggregation	31
Tightly-integrated quantum–classical computing using the QHDL hardware description language	31
Reliable customer analysis using federated learning and exploring deep-attention edge intelligence	31
CAGO-ECIL: Cloud-Assisted Genetic Optimization for Edge-Class Incremental Learning with training acceleration	31
A personalized federated cloud-edge collaboration framework via cross-client knowledge distillation	31
Research on transaction allocation strategy in blockchain state sharding	31
MobiPCR: Efficient, accurate, and strict ML-based mobile malware detection	31
3DSGIMD: An accurate and interpretable molecular property prediction method using 3D spatial graph focusing network and structure-based feature fusion	30
Trustable service discovery for highly dynamic decentralized workflows	30
An interpretable deep learning model predicts RNA–small molecule binding sites	30
SD-SRF: An Intelligent Service Deployment Scheme for Serverless-operated Cloud-Edge Computing in 6G Networks	30
Edge aggregation placement for semi-decentralized federated learning in Industrial Internet of Things	29
Regularity-driven pattern extraction and analysis approach by the pre-pruning technique without pattern loss	29
A high precision intrusion detection system for network security communication based on multi-scale convolutional neural network	29
End-to-end slices to orchestrate resources and services in the cloud-to-edge continuum	29
AutoTrust: A privacy-enhanced trust-based intrusion detection approach for internet of smart things	29
Special Issue on Machine Learning and Knowledge Graphs	29
Cost-effective stochastic resource placement in edge clouds with horizontal and vertical sharing	29
A recommendation management defense mechanism based on trust model in underwater acoustic sensor networks	29
Prediction model of performance–energy trade-off for CFD codes on AMD-based cluster	29
CTF-DDI: Constrained tensor factorization for drug–drug interactions prediction	29
Geant4: A game changer in high energy physics and related applicative fields	29
Multi-type task offloading for wireless Internet of Things by federated deep reinforcement learning	29
Flexible hybrid post-quantum bidirectional multi-factor authentication and key agreement framework using ECC and KEM	29
CHChain: Secure and parallel crowdsourcing driven by hybrid blockchain	29
Analysis of security and data control in smart personal assistants from the user’s perspective	28
Deciphering the abundance of immune cells in glomerular endothelium of Alport syndrome kidneys using the deconvolution algorithm CONVdeconv	28
Explainable indoor localization of BLE devices through RSSI using recursive continuous wavelet transformation and XGBoost classifier	28
Object detection/tracking toward underwater photographs by remotely operated vehicles (ROVs)	28
Software Quality Assurance as a Service: Encompassing the quality assessment of software and services	28
On floating point precision in computational fluid dynamics using OpenFOAM	28
SCTD: A spatiotemporal correlation truth discovery scheme for security management of data platform	28
Small models, big impact: A review on the power of lightweight Federated Learning	28
ELECT: Energy-efficient intelligent edge–cloud c	28
Energy-efficient task scheduling for mobile edge computing with virtual machine I/O interference	28
Efficient and provably secured puncturable attribute-based signature for Web 3.0	28
ATHENA I—An architecture for near real-time physiological signal monitoring and pattern detection	27
Federated learning empowered mobility-aware proactive content offloading framework for fog radio access networks	27
Editorial Board	27
POMF: A Privacy-preserved On-chain Matching Framework	27