Praveen Kumar Donta

According to our database, Praveen Kumar Donta authored at least 91 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Task-Aware Collaborative Inference and Fine-Grained DNN Partitioning in MEC Networks.

Guanlei Zhang, Qiyang Zhang, Lei Feng, Fanqin Zhou, Praveen Kumar Donta, Schahram Dustdar

IEEE Trans. Mob. Comput., June, 2026

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

Yunquan Gao, Zhiguo Zhang, Praveen Kumar Donta, Chinmaya Kumar Dehury, Xiujun Wang, Dusit Niyato, Qiyang Zhang

IEEE Trans. Mob. Comput., June, 2026

Latency-Optimized Scheduling for Data Aggregation in Distributed Edge Computing.

Yunquan Gao, Qiyang Zhang, Ying Li, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar

ACM Trans. Internet Techn., May, 2026

A Lightweight Reinforcement Learning-Based Congestion-Aware Scheduling Framework for Blockchain-Enabled Multi-Access Edge Computing.

Xijia Lu, Xingwei Wang, Qiang He, Xue Wang, Wenlin Cheng, Kexin Li, Praveen Kumar Donta, Keping Yu, Min Huang

IEEE Trans. Consumer Electron., May, 2026

Credibility Trilemma in Polymatroidal Service Markets.

Lauri Lovén, Sujit Gujar, Kalle Timperi, Hassan Mehmood, Praveen Kumar Donta, Sasu Tarkoma, Schahram Dustdar

CoRR, May, 2026

An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum.

Suvi De Silva, Alfreds Lapkovskis, Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta

CoRR, May, 2026

Adaptive DNN Partitioning and Offloading in Heterogeneous Edge-Cloud Continuum.

Akuen Akoi Deng, Eimantas Butkus, Alfreds Lapkovskis, Praveen Kumar Donta

CoRR, May, 2026

Guest Editorial: SPECIAL ISSUE ON TinyML for Edge-Driven 6G Networks.

Ali Hassan Sodhro, Hien Quoc Ngo, Rui L. Aguiar, Praveen Kumar Donta, Huawei Huang, Sara Modarres Razavi

IEEE Wirel. Commun., April, 2026

LLM-assisted Agentic Edge Intelligence Framework.

Chinmaya Kumar Dehury, Siddharth Singh Kushwaha, Qiyang Zhang, Alaa Saleh, Praveen Kumar Donta

CoRR, April, 2026

NeSy-Edge: Neuro-Symbolic Trustworthy Self-Healing in the Computing Continuum.

Peihan Ye, Alfreds Lapkovskis, Alaa Saleh, Qiyang Zhang, Praveen Kumar Donta

CoRR, March, 2026

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum.

Lauri Lovén, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo López, Praveen Kumar Donta, Schahram Dustdar

CoRR, March, 2026

Privacy-Aware and Energy-Efficient Split Learning for Wireless Consumer Healthcare Edge Devices.

Fanqin Zhou, Shixuan Guo, Lei Feng, Qiyang Zhang, Yang Yang, Wenjing Li, Praveen Kumar Donta

IEEE Trans. Consumer Electron., February, 2026

Socio-technical aspects of Agentic AI.

Praveen Kumar Donta, Alaa Saleh, Ying Li, Shubham Vaishnav, Kai Fang, Hailin Feng, Yuchao Xia, Thippa Reddy Gadekallu, Qiyang Zhang, Xiaodan Shi, Ali Beikmohammadi, Sindri Magnússon, Ilir Murturi, Chinmaya Kumar Dehury, Marcin Paprzycki, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar

CoRR, January, 2026

Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems.

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén

CoRR, January, 2026

Dynamic and Distributed Routing in IoT Networks Based on Multiobjective Q-Learning.

Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon

IEEE Internet Things J., 2026

QuaRTA-6G: Unified Post-Quantum Security and Quantum Learning for UAVs in 6G IoT.

Arikumar K. Selvaraj, Karuna Soundari Kannan, Sri Ram Krishnamoorthy, Deepak Kumar Anandhan, Sahaya Beni Prathiba, Dinesh Kumar Sah, Praveen Kumar Donta

IEEE Internet Things J., 2026

Service Orchestration in the Computing Continuum: Structural Challenges and Vision.

Boris Sedlak, Víctor Casamayor-Pujol, Ildefons Magrans de Abril, Praveen Kumar Donta, Adel Nadjaran Toosi, Schahram Dustdar

IEEE Internet Comput., 2026

Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks.

Jonathan Weber, Ilir Murturi, Xhevahir Bajrami, Reza Farahani, Praveen Kumar Donta, Schahram Dustdar

IEEE Access, 2026

2025

Adaptive stream processing on edge devices through active inference.

Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar

Evol. Syst., December, 2025

A Conflict-Aware Resource Management Framework for the Computing Continuum.

Vlad Popescu-Vifor, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

CoRR, December, 2025

Synergizing Monetization, Orchestration, and Semantics in Computing Continuum.

Chinmaya Kumar Dehury, Lauri Lovén, Praveen Kumar Donta, Ilir Murturi, Schahram Dustdar

CoRR, December, 2025

Resilient by Design - Active Inference for Distributed Continuum Intelligence.

Praveen Kumar Donta, Alfreds Lapkovskis, Enzo Mingozzi, Schahram Dustdar

CoRR, November, 2025

SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs.

Qiyang Zhang, Shangguang Wang, Jinglong Guan, Praveen Kumar Donta, Xiao Ma, Ranga Rao Venkatesha Prasad, Schahram Dustdar, Xuanzhe Liu

IEEE Trans. Mob. Comput., September, 2025

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

Mingzhou Yang, Tongbo Zhang, Haibo Yang, Kexin Li, Praveen Kumar Donta

Computing, September, 2025

Spiking Neural Networks in Intelligent Edge Computing.

Guanlei Zhang, Lei Feng, Fanqin Zhou, Zhixiang Yang, Qiyang Zhang, Alaa Saleh, Praveen Kumar Donta, Chinmaya Kumar Dehury

IEEE Consumer Electron. Mag., July, 2025

Communication-Efficient Federated Learning for Heterogeneous Clients.

Ying Li, Xingwei Wang, Haodong Li, Praveen Kumar Donta, Min Huang, Schahram Dustdar

ACM Trans. Internet Techn., May, 2025

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

Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon

CoRR, May, 2025

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

Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén

CoRR, May, 2025

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

Ying Li, Praveen Kumar Donta, Xingwei Wang, Ilir Murturi, Min Huang, Schahram Dustdar

Computer, May, 2025

Federated Domain Generalization: A Survey.

Ying Li, Xingwei Wang, Rongfei Zeng, Praveen Kumar Donta, Ilir Murturi, Min Huang, Schahram Dustdar

Proc. IEEE, April, 2025

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

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén

IEEE Pervasive Comput., 2025

Edge AI for Earth Observation.

Ning Ruan, Kun Li, Qiyang Zhang, Lauri Lovén, Praveen Kumar Donta, Yi Jia, Schahram Dustdar

IEEE Internet Comput., 2025

Human-Based Distributed Intelligence in Computing Continuum Systems.

Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Víctor Casamayor-Pujol, Schahram Dustdar

IEEE Internet Comput., 2025

A Systematic Literature Review of Advanced Machine Learning Techniques in Wireless Body Area Networks: Application, Challenges, and Future Directions.

Abdu Ibrahim Adamu, Praveen Kumar Donta, Darmawaty Mohd Ali, Sohail Sarang, Goran M. Stojanovic, Suzi Seroja Sarnin

IEEE Access, 2025

Performance Measurements in the AI-Centric Computing Continuum Systems.

Praveen Kumar Donta, Qiyang Zhang, Schahram Dustdar

Proceedings of the 11th IEEE World Forum on Internet of Things, 2025

Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams.

Yangyang Wang, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar, Naser Hossein Motlagh

Proceedings of the IEEE International Conference on Quantum Software, 2025

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

Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén

Proceedings of the 34th International Conference on Computer Communications and Networks, 2025

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

Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon

Proceedings of the 2025 IEEE Global Communications Conference, 2025

iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka.

Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar

Proceedings of the 2025 IEEE International Conference on Edge Computing and Communications (EDGE), 2025

Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.

Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta

Proceedings of the 2025 IEEE International Conference on Edge Computing and Communications (EDGE), 2025

2024

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

George Pacheco Pinto, Praveen Kumar Donta, Schahram Dustdar, Cássio V. S. Prazeres

Sensors, April, 2024

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

Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

Computer, March, 2024

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

Pothuri Surendra Varma, Veena Anand, Praveen Kumar Donta

IEEE Trans. Consumer Electron., February, 2024

Securing Clustered Edge Intelligence With Blockchain.

Chinmaya Kumar Dehury, Satish Narayana Srirama, Praveen Kumar Donta, Schahram Dustdar

IEEE Consumer Electron. Mag., January, 2024

A Privacy Enforcing Framework for Data Streams on the Edge.

Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

IEEE Trans. Emerg. Top. Comput., 2024

Marketing Decision Model and Consumer Behavior Prediction With Deep Learning.

Anfeng Xu, Yue Li, Praveen Kumar Donta

J. Organ. End User Comput., 2024

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

Praveen Kumar Donta, Chinmaya Kumar Dehury, Yu-Chen Hu

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

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

G. Thirumal, Chiranjeev Kumar, Praveen Kumar Donta

Internet Things, 2024

On Causality in Distributed Continuum Systems.

Víctor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar

IEEE Internet Comput., 2024

Equilibrium in the Computing Continuum through Active Inference.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

Future Gener. Comput. Syst., 2024

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

Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén

CoRR, 2024

Diffusing High-level SLO in Microservice Pipelines.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

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

Active Inference on the Edge: A Design Study.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

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.

Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang

Proceedings of the IEEE International Conference on Communications, 2024

Markov Blanket Composition of SLOs.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

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

A Graph-based Approach to Human Activity Recognition.

Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

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

Invited Paper: DeepSLOs for the Computing Continuum.

Víctor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar

Proceedings of the 2024 Workshop on Advanced Tools, 2024

2023

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

Praveen Kumar Donta, Boris Sedlak, Víctor Casamayor-Pujol, Schahram Dustdar

J. Big Data, December, 2023

Exploring the Potential of Distributed Computing Continuum Systems.

Praveen Kumar Donta, Ilir Murturi, Víctor Casamayor-Pujol, Boris Sedlak, Schahram Dustdar

Comput., September, 2023

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

Banoth Ravi, Blesson Varghese, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Chinmaya Kumar Dehury, Satish Narayana Srirama

Comput., July, 2023

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

Xiao Bai, Xin Ning, Praveen Kumar Donta, Weijun Li

Frontiers Neurorobotics, June, 2023

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

Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth

Wirel. Networks, May, 2023

On Distributed Computing Continuum Systems.

Schahram Dustdar, Víctor Casamayor-Pujol, Praveen Kumar Donta

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

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

Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

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

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

Abhishek Hazra, Praveen Kumar Donta, Tarachand Amgoth, Schahram Dustdar

IEEE Internet Things J., March, 2023

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

Jain-Shing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta

Sensors, 2023

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

Bala Gangadhara Gutam, Praveen Kumar Donta, Chandra Sekhara Rao Annavarapu, Yu-Chen Hu

J. Ambient Intell. Humaniz. Comput., 2023

Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems.

Víctor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar

IEEE Internet Comput., 2023

Fundamental Research Challenges for Distributed Computing Continuum Systems.

Víctor Casamayor-Pujol, Andrea Morichetta, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

Inf., 2023

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

Praveen Kumar Donta, Edmundo Monteiro, Chinmaya Kumar Dehury, Ilir Murturi

Int. J. Netw. Manag., 2023

CommunityAI: Towards Community-based Federated Learning.

Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

CoRR, 2023

Blockchain-based Zero Trust on the Edge.

Cem Bicer, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

CoRR, 2023

Towards Serverless Data Exchange Within Federations.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani

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

Designing Reconfigurable Intelligent Systems with Markov Blankets.

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

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

Towards Intelligent Data Protocols for the Edge.

Praveen Kumar Donta, Schahram Dustdar

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

Learning-Driven Zero Trust in Distributed Computing Continuum Systems.

Ilir Murturi, Praveen Kumar Donta, Víctor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar

Proceedings of the IEEE Intl Conf on Dependable, 2023

Community AI: Towards Community-based Federated Learning.

Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar

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

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

Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar

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.

Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

Sustain. Comput. Informatics Syst., 2022

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

JainShing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta

Sensors, 2022

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

Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

Digit. Commun. Networks, 2022

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

Praveen Kumar Donta, Schahram Dustdar

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

Distributed Computing Continuum Systems - Opportunities and Research Challenges.

Víctor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar

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.

Chinmaya Kumar Dehury, Praveen Kumar Donta, Schahram Dustdar, Satish Narayana Srirama

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.

Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth

Neural Comput. Appl., 2021

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

Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

J. Ambient Intell. Humaniz. Comput., 2021

EDGF: Empirical dataset generation framework for wireless network networks.

Dinesh Kumar Sah, Praveen Kumar Donta, Tarachand Amgoth

CoRR, 2021

EDGF: Empirical dataset generation framework for wireless sensor networks.

Dinesh Kumar Sah, Korhan Cengiz, Praveen Kumar Donta, Venkata N. Inukollu, Tarachand Amgoth

Comput. Commun., 2021

Mobile Charger Utility Maximization through Preemptive Scheduling for Rechargeable WSNs.

Madana Srinivas, Praveen Kumar Donta, Tarachand Amgoth

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

2019

Machine learning algorithms for wireless sensor networks: A survey.

Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

Inf. Fusion, 2019

2018

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

Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu

Appl. Soft Comput., 2018