All Research Papers Published In Future Generation Computer Systems

Research Article
10.1016/j.future.2025.108255

A two-Layer asynchronous federated learning for heterogeneous IoT devices

May 01, 2026
Future Generation Computer Systems
Jian Xu + 3 more +3

Research Article
10.1016/j.future.2025.108295

A joint time and energy-efficient federated learning-based computation offloading method for mobile edge computing

May 01, 2026
Future Generation Computer Systems
Anwesha Mukherjee + 1 more +1

Computation offloading at lower time and lower energy consumption is crucial for resource-constrained mobile devices. This paper proposes an offloading decision-making model using federated learning. Based on the device configuration, task type, and input, the proposed decision-making model predicts whether the task is computationally intensive or not. If the predicted result is computationally intensive , then based on the network parameters the proposed decision-making model predicts whether to offload or locally execute the task. The experimental results show that the proposed method achieves above 90 % prediction accuracy in offloading decision-making, and reduces the response time and energy consumption of the user device by ∼ 11-31 %. A secure partial computation offloading method for federated learning is also proposed to deal with the Straggler effect of federated learning. The results present that the proposed partial computation offloading method for federated learning has achieved a prediction accuracy of above 98 % for the global model.

Research Article
10.1016/j.future.2026.108515

An integrated STPA-STRIDE-BN framework for cybersecurity risk analysis: A case study of ship remote pilotage operations

Apr 01, 2026
Future Generation Computer Systems
Sunil Basnet + 5 more +5

Research Article
10.1016/j.future.2025.108250

FedFreeze: A dual-phase layer freezing framework for federated learning

Apr 01, 2026
Future Generation Computer Systems
Di Wu + 2 more +2

Research Article
1
10.1016/j.future.2025.108240

Semantic drift evaluation in language and data-specific digital twin frameworks

Apr 01, 2026
Future Generation Computer Systems
Faima Abbasi + 2 more +2

Research Article
10.1016/j.future.2026.108474

STG-LAL: An online learnable activation spatio-temporal graph network for end-to-end traffic congestion forecasting

Mar 10, 2026
Future Generation Computer Systems
Jingwei Zhao + 4 more +4

Research Article
5
10.1016/j.future.2025.108139

New fuzzy K-nearest neighbor algorithms for classification performance improvement

Mar 01, 2026
Future Generation Computer Systems
Hassan I Abdalla + 2 more +2

Research Article
10.1016/j.future.2025.108161

Reinforced model selection for resource efficient anomaly detection in edge clouds

Mar 01, 2026
Future Generation Computer Systems
Javad Forough + 2 more +2

Research Article
10.1016/j.future.2025.108127

Artificial intelligence-empowered industrial framework for extreme vulnerability analysis

Mar 01, 2026
Future Generation Computer Systems
Vishal Gupta + 4 more +4

Research Article
10.1016/j.future.2025.108196

Dynamic orchestration of transformer models for sentiment analysis on social networks: Optimized performance and sustainable computing

Mar 01, 2026
Future Generation Computer Systems
Oussama El Azzouzy + 2 more +2