Praveen Kumar Donta

Xuanzhe Liu

IEEE Trans. Mob. Comput., September, 2025

A survey on fault diagnosis algorithms for high-speed train bearings.

[BibT_eX]

[DOI]

Computing, September, 2025

Spiking Neural Networks in Intelligent Edge Computing.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., July, 2025

Performance Measurements in the AI-Centric Computing Continuum Systems.

[BibT_eX]

[DOI]

Qiyang Zhang

CoRR, June, 2025

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning.

[BibT_eX]

[DOI]

CoRR, June, 2025

Communication-Efficient Federated Learning for Heterogeneous Clients.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., May, 2025

Adaptive Budgeted Multi-Armed Bandits for IoT with Dynamic Resource Constraints.

[BibT_eX]

[DOI]

Shubham Vaishnav

Sindri Magnússon

CoRR, May, 2025

Dynamic and Distributed Routing in IoT Networks based on Multi-Objective Q-Learning.

[BibT_eX]

[DOI]

Shubham Vaishnav

Sindri Magnússon

CoRR, May, 2025

UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces.

[BibT_eX]

[DOI]

Alaa Saleh

Sasu Tarkoma

Naser Hossein Motlagh

Susanna Pirttikangas

Lauri Lovén

CoRR, May, 2025

KDN-FLB: Knowledge-Defined Networking Through Federated Learning and Blockchain.

[BibT_eX]

[DOI]

Computer, May, 2025

Optimizing Multi-DNN Inference on Mobile Devices through Heterogeneous Processor Co-Execution.

[BibT_eX]

[DOI]

Yunquan Gao

Zhiguo Zhang

Xiujun Wang

Dusit Niyato

Qiyang Zhang

CoRR, March, 2025

Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

CoRR, March, 2025

Follow-Me AI: Energy-Efficient User Interaction With Smart Environments.

[BibT_eX]

[DOI]

Alaa Saleh

Roberto Morabito

Naser Hossein Motlagh

Sasu Tarkoma

Lauri Lovén

IEEE Pervasive Comput., 2025

Human-Based Distributed Intelligence in Computing Continuum Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2025

2024

A Systematic Review on Privacy-Aware IoT Personal Data Stores.

[BibT_eX]

[DOI]

George Pacheco Pinto

Cássio V. S. Prazeres

Sensors, April, 2024

Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions.

[BibT_eX]

[DOI]

Computer, March, 2024

Federated KNN-Based Privacy-Preserving Position Recommendation for Indoor Consumer Applications.

[BibT_eX]

[DOI]

Pothuri Surendra Varma

Veena Anand

IEEE Trans. Consumer Electron., February, 2024

Securing Clustered Edge Intelligence With Blockchain.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., January, 2024

A Privacy Enforcing Framework for Data Streams on the Edge.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2024

Marketing Decision Model and Consumer Behavior Prediction With Deep Learning.

[BibT_eX]

[DOI]

Anfeng Xu

Yue Li

J. Organ. End User Comput., 2024

Learning-driven Data Fabric Trends and Challenges for cloud-to-thing continuum.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., 2024

Low discrepancy on non-linear sensor deployment in a time-critical linear IIoT network.

[BibT_eX]

[DOI]

G. Thirumal

Chiranjeev Kumar

Internet Things, 2024

On Causality in Distributed Continuum Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2024

Equilibrium in the Computing Continuum through Active Inference.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2024

Adaptive Stream Processing on Edge Devices through Active Inference.

[BibT_eX]

[DOI]

Andrea Morichetta

CoRR, 2024

Follow-Me AI: Energy-Efficient User Interaction with Smart Environments.

[BibT_eX]

[DOI]

Alaa Saleh

Roberto Morabito

Naser Hossein Motlagh

Lauri Lovén

CoRR, 2024

Diffusing High-level SLO in Microservice Pipelines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2024

Active Inference on the Edge: A Design Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Markov Blanket Composition of SLOs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

A Graph-based Approach to Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Cognitive Machine Intelligence, 2024

Invited Paper: DeepSLOs for the Computing Continuum.

[BibT_eX]

[DOI]

Proceedings of the 2024 Workshop on Advanced Tools, 2024

2023

Governance and sustainability of distributed continuum systems: a big data approach.

[BibT_eX]

[DOI]

J. Big Data, December, 2023

Exploring the Potential of Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Comput., September, 2023

Stochastic Modeling for Intelligent Software-Defined Vehicular Networks: A Survey.

[BibT_eX]

[DOI]

Sanjai Prasada Rao Banoth

Comput., July, 2023

Editorial: Efficient deep neural network for intelligent robot system: Focusing on visual signal processing.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, June, 2023

Target-aware distributed coverage and connectivity algorithm for wireless sensor networks.

[BibT_eX]

[DOI]

Wirel. Networks, May, 2023

On Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

iCoCoA: intelligent congestion control algorithm for CoAP using deep reinforcement learning.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., March, 2023

Cooperative Transmission Scheduling and Computation Offloading With Collaboration of Fog and Cloud for Industrial IoT Applications.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2023

Joint Data Transmission and Energy Harvesting for MISO Downlink Transmission Coordination in Wireless IoT Networks.

[BibT_eX]

[DOI]

Jain-Shing Liu

Chun-Hung Richard Lin

Sensors, 2023

Optimal rendezvous points selection and mobile sink trajectory construction for data collection in WSNs.

[BibT_eX]

[DOI]

Bala Gangadhara Gutam

J. Ambient Intell. Humaniz. Comput., 2023

Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2023

Fundamental Research Challenges for Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Inf., 2023

Learning-driven ubiquitous mobile edge computing: Network management challenges for future generation Internet of Things.

[BibT_eX]

[DOI]

Edmundo Monteiro

Int. J. Netw. Manag., 2023

CommunityAI: Towards Community-based Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Blockchain-based Zero Trust on the Edge.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Domain Generalization: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Serverless Data Exchange Within Federations.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 17th Symposium and Summer School, 2023

Designing Reconfigurable Intelligent Systems with Markov Blankets.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Towards Intelligent Data Protocols for the Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Learning-Driven Zero Trust in Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Andrea Morichetta

Proceedings of the IEEE Intl Conf on Dependable, 2023

Community AI: Towards Community-based Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

Delay-aware data fusion in duty-cycled wireless sensor networks: A Q-learning approach.

[BibT_eX]

[DOI]

Sustain. Comput. Informatics Syst., 2022

Joint Beamforming, Power Allocation, and Splitting Control for SWIPT-Enabled IoT Networks with Deep Reinforcement Learning and Game Theory.

[BibT_eX]

[DOI]

JainShing Liu

Chun-Hung Richard Lin

Sensors, 2022

Survey on recent advances in IoT application layer protocols and machine learning scope for research directions.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2022

The Promising Role of Representation Learning for Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2022

Distributed Computing Continuum Systems - Opportunities and Research Challenges.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

CCEI-IoT: Clustered and Cohesive Edge Intelligence in Internet of Things.

[BibT_eX]

[DOI]

Sanjai Prasada Rao Banoth

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

2021

Dynamic mobile charger scheduling with partial charging strategy for WSNs using deep-Q-networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

An extended ACO-based mobile sink path determination in wireless sensor networks.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2021

EDGF: Empirical dataset generation framework for wireless network networks.

[BibT_eX]

[DOI]

Dinesh Kumar Sah

CoRR, 2021

EDGF: Empirical dataset generation framework for wireless sensor networks.

[BibT_eX]

[DOI]

Comput. Commun., 2021

Mobile Charger Utility Maximization through Preemptive Scheduling for Rechargeable WSNs.

[BibT_eX]

[DOI]

Madana Srinivas

Proceedings of the 19th OITS International Conference on Information Technology, 2021

2019

Machine learning algorithms for wireless sensor networks: A survey.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

2018

ACO-based mobile sink path determination for wireless sensor networks under non-uniform data constraints.

[BibT_eX]

[DOI]