Praveen Kumar Donta

96 papers B 2Journal 74Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems.
CoRR
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2026 J jnl
Guest Editorial: SPECIAL ISSUE ON TinyML for Edge-Driven 6G Networks.
IEEE Wirel. Commun.
Ali Hassan Sodhro, Hien Quoc Ngo, Rui L. Aguiar, Praveen Kumar Donta, Huawei Huang, Sara Modarres Razavi
2026 J jnl
Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks.
IEEE Access
Jonathan Weber, Ilir Murturi, Xhevahir Bajrami, Reza Farahani, Praveen Kumar Donta, Schahram Dustdar
2026 J jnl
NeSy-Edge: Neuro-Symbolic Trustworthy Self-Healing in the Computing Continuum.
CoRR
Peihan Ye, Alfreds Lapkovskis, Alaa Saleh, Qiyang Zhang, Praveen Kumar Donta
2026 J jnl
Privacy-Aware and Energy-Efficient Split Learning for Wireless Consumer Healthcare Edge Devices.
IEEE Trans. Consumer Electron.
Fanqin Zhou, Shixuan Guo, Lei Feng, Qiyang Zhang, Yang Yang, Wenjing Li, Praveen Kumar Donta
2026 J jnl
QuaRTA-6G: Unified Post-Quantum Security and Quantum Learning for UAVs in 6G IoT.
IEEE Internet Things J.
Arikumar K. Selvaraj, Karuna Soundari Kannan, Sri Ram Krishnamoorthy, Deepak Kumar Anandhan, Sahaya Beni Prathiba, Dinesh Kumar Sah, Praveen Kumar Donta
2026 J jnl
Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum.
CoRR
Lauri Lovén, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo López, Praveen Kumar Donta, Schahram Dustdar
2026 J jnl
Service Orchestration in the Computing Continuum: Structural Challenges and Vision.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Ildefons Magrans de Abril, Praveen Kumar Donta, Adel Nadjaran Toosi, Schahram Dustdar
2026 J jnl
Socio-technical aspects of Agentic AI.
CoRR
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
2025 J jnl
A Conflict-Aware Resource Management Framework for the Computing Continuum.
CoRR
Vlad Popescu-Vifor, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2025 J jnl
A Systematic Literature Review of Advanced Machine Learning Techniques in Wireless Body Area Networks: Application, Challenges, and Future Directions.
IEEE Access
Abdu Ibrahim Adamu, Praveen Kumar Donta, Darmawaty Mohd Ali, Sohail Sarang, Goran M. Stojanovic, Suzi Seroja Sarnin
2025 J jnl
A survey on fault diagnosis algorithms for high-speed train bearings.
Computing
Mingzhou Yang, Tongbo Zhang, Haibo Yang, Kexin Li, Praveen Kumar Donta
2025 B conf
Adaptive Budgeted Multi-Armed Bandits for IoT with Dynamic Resource Constraints.
GLOBECOM
Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon
2025 J jnl
Adaptive Budgeted Multi-Armed Bandits for IoT with Dynamic Resource Constraints.
CoRR
Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon
2025 J jnl
Adaptive stream processing on edge devices through active inference.
Evol. Syst.
Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
2025 — conf
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.
EDGE
Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta
2025 J jnl
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.
CoRR
Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta
2025 J jnl
Communication-Efficient Federated Learning for Heterogeneous Clients.
ACM Trans. Internet Techn.
Ying Li, Xingwei Wang, Haodong Li, Praveen Kumar Donta, Min Huang, Schahram Dustdar
2025 J jnl
Dynamic and Distributed Routing in IoT Networks based on Multi-Objective Q-Learning.
CoRR
Shubham Vaishnav, Praveen Kumar Donta, Sindri Magnússon
2025 J jnl
Edge AI for Earth Observation.
IEEE Internet Comput.
Ning Ruan, Kun Li, Qiyang Zhang, Lauri Lovén, Praveen Kumar Donta, Yi Jia, Schahram Dustdar
2025 J jnl
Federated Domain Generalization: A Survey.
Proc. IEEE
Ying Li, Xingwei Wang, Rongfei Zeng, Praveen Kumar Donta, Ilir Murturi, Min Huang, Schahram Dustdar
2025 J jnl
Follow-Me AI: Energy-Efficient User Interaction With Smart Environments.
IEEE Pervasive Comput.
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Sasu Tarkoma, Lauri Lovén
2025 B conf
Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning.
ICCCN
Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén
2025 J jnl
Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning.
CoRR
Huong Mai Nguyen, Hong-Tri Nguyen, Praveen Kumar Donta, Susanna Pirttikangas, Lauri Lovén
2025 J jnl
Human-Based Distributed Intelligence in Computing Continuum Systems.
IEEE Internet Comput.
Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Víctor Casamayor-Pujol, Schahram Dustdar
2025 J jnl
KDN-FLB: Knowledge-Defined Networking Through Federated Learning and Blockchain.
Computer
Ying Li, Praveen Kumar Donta, Xingwei Wang, Ilir Murturi, Min Huang, Schahram Dustdar
2025 — conf
Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams.
QSW
Yangyang Wang, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar, Naser Hossein Motlagh
2025 J jnl
Optimizing Multi-DNN Inference on Mobile Devices through Heterogeneous Processor Co-Execution.
CoRR
Yunquan Gao, Zhiguo Zhang, Praveen Kumar Donta, Chinmaya Kumar Dehury, Xiujun Wang, Dusit Niyato, Qiyang Zhang
2025 — conf
Performance Measurements in the AI-Centric Computing Continuum Systems.
WF-IoT
Praveen Kumar Donta, Qiyang Zhang, Schahram Dustdar
2025 J jnl
Performance Measurements in the AI-Centric Computing Continuum Systems.
CoRR
Praveen Kumar Donta, Qiyang Zhang, Schahram Dustdar
2025 J jnl
Resilient by Design - Active Inference for Distributed Continuum Intelligence.
CoRR
Praveen Kumar Donta, Alfreds Lapkovskis, Enzo Mingozzi, Schahram Dustdar
2025 J jnl
SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs.
IEEE Trans. Mob. Comput.
Qiyang Zhang, Shangguang Wang, Jinglong Guan, Praveen Kumar Donta, Xiao Ma, Ranga Rao Venkatesha Prasad, Schahram Dustdar, Xuanzhe Liu
2025 J jnl
Spiking Neural Networks in Intelligent Edge Computing.
IEEE Consumer Electron. Mag.
Guanlei Zhang, Lei Feng, Fanqin Zhou, Zhixiang Yang, Qiyang Zhang, Alaa Saleh, Praveen Kumar Donta, Chinmaya Kumar Dehury
2025 J jnl
Synergizing Monetization, Orchestration, and Semantics in Computing Continuum.
CoRR
Chinmaya Kumar Dehury, Lauri Lovén, Praveen Kumar Donta, Ilir Murturi, Schahram Dustdar
2025 J jnl
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces.
CoRR
Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén
2025 — conf
iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka.
EDGE
Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar
2024 — conf
A Graph-based Approach to Human Activity Recognition.
CogMI
Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
A Graph-based Approach to Human Activity Recognition.
CoRR
Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
A Privacy Enforcing Framework for Data Streams on the Edge.
IEEE Trans. Emerg. Top. Comput.
Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
A Systematic Review on Privacy-Aware IoT Personal Data Stores.
Sensors
George Pacheco Pinto, Praveen Kumar Donta, Schahram Dustdar, Cássio V. S. Prazeres
2024 — conf
Active Inference on the Edge: A Design Study.
PerCom Workshops
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Adaptive Stream Processing on Edge Devices through Active Inference.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams.
ICC
Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang
2024 — conf
Diffusing High-level SLO in Microservice Pipelines.
SOSE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions.
Computer
Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Equilibrium in the Computing Continuum through Active Inference.
Future Gener. Comput. Syst.
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Federated KNN-Based Privacy-Preserving Position Recommendation for Indoor Consumer Applications.
IEEE Trans. Consumer Electron.
Pothuri Surendra Varma, Veena Anand, Praveen Kumar Donta
2024 J jnl
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments.
CoRR
Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén
2024 — conf
Invited Paper: DeepSLOs for the Computing Continuum.
ApPLIED@PODC
Víctor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Learning-driven Data Fabric Trends and Challenges for cloud-to-thing continuum.
J. King Saud Univ. Comput. Inf. Sci.
Praveen Kumar Donta, Chinmaya Kumar Dehury, Yu-Chen Hu
2024 J jnl
Low discrepancy on non-linear sensor deployment in a time-critical linear IIoT network.
Internet Things
G. Thirumal, Chiranjeev Kumar, Praveen Kumar Donta
2024 J jnl
Marketing Decision Model and Consumer Behavior Prediction With Deep Learning.
J. Organ. End User Comput.
Anfeng Xu, Yue Li, Praveen Kumar Donta
2024 — conf
Markov Blanket Composition of SLOs.
EDGE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
On Causality in Distributed Continuum Systems.
IEEE Internet Comput.
Víctor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Securing Clustered Edge Intelligence With Blockchain.
IEEE Consumer Electron. Mag.
Chinmaya Kumar Dehury, Satish Narayana Srirama, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Active Inference on the Edge: A Design Study.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Blockchain-based Zero Trust on the Edge.
CoRR
Cem Bicer, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Collaborative Inference in DNN-based Satellite Systems with Dynamic Task Streams.
CoRR
Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang
2023 — conf
Community AI: Towards Community-based Federated Learning.
CogMI
Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
CommunityAI: Towards Community-based Federated Learning.
CoRR
Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2023 — conf
Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies.
SSE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Cooperative Transmission Scheduling and Computation Offloading With Collaboration of Fog and Cloud for Industrial IoT Applications.
IEEE Internet Things J.
Abhishek Hazra, Praveen Kumar Donta, Tarachand Amgoth, Schahram Dustdar
2023 — conf
Designing Reconfigurable Intelligent Systems with Markov Blankets.
ICSOC (1)
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Designing Reconfigurable Intelligent Systems with Markov Blankets.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Distributed AI in Zero-touch Provisioning for Edge Networks: Challenges and Research Directions.
CoRR
Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems.
IEEE Internet Comput.
Víctor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar
2023 J jnl
Editorial: Efficient deep neural network for intelligent robot system: Focusing on visual signal processing.
Frontiers Neurorobotics
Xiao Bai, Xin Ning, Praveen Kumar Donta, Weijun Li
2023 J jnl
Equilibrium in the Computing Continuum through Active Inference.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Exploring the Potential of Distributed Computing Continuum Systems.
Comput.
Praveen Kumar Donta, Ilir Murturi, Víctor Casamayor-Pujol, Boris Sedlak, Schahram Dustdar
2023 J jnl
Federated Domain Generalization: A Survey.
CoRR
Ying Li, Xingwei Wang, Rongfei Zeng, Praveen Kumar Donta, Ilir Murturi, Min Huang, Schahram Dustdar
2023 J jnl
Fundamental Research Challenges for Distributed Computing Continuum Systems.
Inf.
Víctor Casamayor-Pujol, Andrea Morichetta, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Governance and sustainability of distributed continuum systems: a big data approach.
J. Big Data
Praveen Kumar Donta, Boris Sedlak, Víctor Casamayor-Pujol, Schahram Dustdar
2023 J jnl
Joint Data Transmission and Energy Harvesting for MISO Downlink Transmission Coordination in Wireless IoT Networks.
Sensors
Jain-Shing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta
2023 — conf
Learning-Driven Zero Trust in Distributed Computing Continuum Systems.
DASC/PiCom/CBDCom/CyberSciTech
Ilir Murturi, Praveen Kumar Donta, Víctor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar
2023 J jnl
Learning-driven Zero Trust in Distributed Computing Continuum Systems.
CoRR
Ilir Murturi, Praveen Kumar Donta, Víctor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar
2023 J jnl
Learning-driven ubiquitous mobile edge computing: Network management challenges for future generation Internet of Things.
Int. J. Netw. Manag.
Praveen Kumar Donta, Edmundo Monteiro, Chinmaya Kumar Dehury, Ilir Murturi
2023 J jnl
On Distributed Computing Continuum Systems.
IEEE Trans. Knowl. Data Eng.
Schahram Dustdar, Víctor Casamayor-Pujol, Praveen Kumar Donta
2023 J jnl
Optimal rendezvous points selection and mobile sink trajectory construction for data collection in WSNs.
J. Ambient Intell. Humaniz. Comput.
Bala Gangadhara Gutam, Praveen Kumar Donta, Chandra Sekhara Rao Annavarapu, Yu-Chen Hu
2023 J jnl
Stochastic Modeling for Intelligent Software-Defined Vehicular Networks: A Survey.
Comput.
Banoth Ravi, Blesson Varghese, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Chinmaya Kumar Dehury, Satish Narayana Srirama
2023 J jnl
Target-aware distributed coverage and connectivity algorithm for wireless sensor networks.
Wirel. Networks
Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth
2023 — conf
Towards Intelligent Data Protocols for the Edge.
EDGE
Praveen Kumar Donta, Schahram Dustdar
2023 — conf
Towards Serverless Data Exchange Within Federations.
SummerSOC
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani
2023 J jnl
iCoCoA: intelligent congestion control algorithm for CoAP using deep reinforcement learning.
J. Ambient Intell. Humaniz. Comput.
Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu
2022 — conf
CCEI-IoT: Clustered and Cohesive Edge Intelligence in Internet of Things.
EDGE
Chinmaya Kumar Dehury, Praveen Kumar Donta, Schahram Dustdar, Satish Narayana Srirama
2022 J jnl
Delay-aware data fusion in duty-cycled wireless sensor networks: A Q-learning approach.
Sustain. Comput. Informatics Syst.
Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu
2022 — conf
Distributed Computing Continuum Systems - Opportunities and Research Challenges.
ICSOC Workshops
Víctor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar
2022 J jnl
Joint Beamforming, Power Allocation, and Splitting Control for SWIPT-Enabled IoT Networks with Deep Reinforcement Learning and Game Theory.
Sensors
JainShing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta
2022 J jnl
Survey on recent advances in IoT application layer protocols and machine learning scope for research directions.
Digit. Commun. Networks
Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu
2022 — conf
The Promising Role of Representation Learning for Distributed Computing Continuum Systems.
SOSE
Praveen Kumar Donta, Schahram Dustdar
2021 J jnl
An extended ACO-based mobile sink path determination in wireless sensor networks.
J. Ambient Intell. Humaniz. Comput.
Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu
2021 J jnl
Dynamic mobile charger scheduling with partial charging strategy for WSNs using deep-Q-networks.
Neural Comput. Appl.
Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth
2021 J jnl
EDGF: Empirical dataset generation framework for wireless network networks.
CoRR
Dinesh Kumar Sah, Praveen Kumar Donta, Tarachand Amgoth
2021 J jnl
EDGF: Empirical dataset generation framework for wireless sensor networks.
Comput. Commun.
Dinesh Kumar Sah, Korhan Cengiz, Praveen Kumar Donta, Venkata N. Inukollu, Tarachand Amgoth
2021 — conf
Mobile Charger Utility Maximization through Preemptive Scheduling for Rechargeable WSNs.
OCIT
Madana Srinivas, Praveen Kumar Donta, Tarachand Amgoth
2019 J jnl
Machine learning algorithms for wireless sensor networks: A survey.
Inf. Fusion
Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu
2018 J jnl
ACO-based mobile sink path determination for wireless sensor networks under non-uniform data constraints.
Appl. Soft Comput.
Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu