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ORCIDPraveen Kumar Donta
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- affiliation: Stockholm University, Sweden
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2020 – today
- 2024
[j30]Chinmaya Kumar Dehury
, Satish Narayana Srirama, Praveen Kumar Donta, Schahram Dustdar:
Securing Clustered Edge Intelligence With Blockchain. IEEE Consumer Electron. Mag. 13(1): 22-29 (2024)- [j29]Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions. Computer 57(3): 69-78 (2024) - [j28]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Equilibrium in the Computing Continuum through Active Inference. Future Gener. Comput. Syst. 160: 92-108 (2024) - [j27]Victor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar:
On Causality in Distributed Continuum Systems. IEEE Internet Comput. 28(2): 57-64 (2024) - [j26]G. Thirumal, Chiranjeev Kumar, Praveen Kumar Donta:
Low discrepancy on non-linear sensor deployment in a time-critical linear IIoT network. Internet Things 26: 101165 (2024) - [j25]Praveen Kumar Donta, Chinmaya Kumar Dehury, Yu-Chen Hu:
Learning-driven Data Fabric Trends and Challenges for cloud-to-thing continuum. J. King Saud Univ. Comput. Inf. Sci. 36(7): 102145 (2024) - [j24]George P. Pinto, Praveen Kumar Donta, Schahram Dustdar, Cássio V. S. Prazeres:
A Systematic Review on Privacy-Aware IoT Personal Data Stores. Sensors 24(7): 2197 (2024) - [j23]Pothuri Surendra Varma, Veena Anand, Praveen Kumar Donta:
Federated KNN-Based Privacy-Preserving Position Recommendation for Indoor Consumer Applications. IEEE Trans. Consumer Electron. 70(1): 2738-2745 (2024) - [j22]Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Privacy Enforcing Framework for Data Streams on the Edge. IEEE Trans. Emerg. Top. Comput. 12(3): 852-863 (2024) - [c15]Victor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar:
Invited Paper: DeepSLOs for the Computing Continuum. ApPLIED@PODC 2024: 1-10 - [c14]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Markov Blanket Composition of SLOs. EDGE 2024: 128-138 - [c13]Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang:
Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams. ICC 2024: 3803-3808 - [c12]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Active Inference on the Edge: A Design Study. PerCom Workshops 2024: 550-555 - [c11]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Diffusing High-level SLO in Microservice Pipelines. SoSE 2024: 11-19 - [i12]Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Naser Hossein Motlagh, Lauri Lovén:
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments. CoRR abs/2404.12486 (2024) - [i11]Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Graph-based Approach to Human Activity Recognition. CoRR abs/2408.10191 (2024) - 2023
- [j21]Banoth Ravi, Blesson Varghese, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Chinmaya Kumar Dehury, Satish Narayana Srirama:
Stochastic Modeling for Intelligent Software-Defined Vehicular Networks: A Survey. Comput. 12(8): 162 (2023) - [j20]Praveen Kumar Donta, Ilir Murturi, Victor Casamayor-Pujol, Boris Sedlak, Schahram Dustdar:
Exploring the Potential of Distributed Computing Continuum Systems. Comput. 12(10): 198 (2023) - [j19]Xiao Bai, Xin Ning, Praveen Kumar Donta, Wei-Jun Li:
Editorial: Efficient deep neural network for intelligent robot system: Focusing on visual signal processing. Frontiers Neurorobotics 17 (2023) - [j18]Praveen Kumar Donta, Edmundo Monteiro, Chinmaya Kumar Dehury, Ilir Murturi:
Learning-driven ubiquitous mobile edge computing: Network management challenges for future generation Internet of Things. Int. J. Netw. Manag. 33(5) (2023) - [j17]Victor Casamayor-Pujol, Andrea Morichetta, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
Fundamental Research Challenges for Distributed Computing Continuum Systems. Inf. 14(3): 198 (2023) - [j16]Victor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar:
Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems. IEEE Internet Comput. 27(4): 53-74 (2023) - [j15]Abhishek Hazra, Praveen Kumar Donta, Tarachand Amgoth, Schahram Dustdar:
Cooperative Transmission Scheduling and Computation Offloading With Collaboration of Fog and Cloud for Industrial IoT Applications. IEEE Internet Things J. 10(5): 3944-3953 (2023) - [j14]Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
iCoCoA: intelligent congestion control algorithm for CoAP using deep reinforcement learning. J. Ambient Intell. Humaniz. Comput. 14(3): 2951-2966 (2023) - [j13]Bala Gangadhara Gutam, Praveen Kumar Donta, Chandra Sekhara Rao Annavarapu, Yu-Chen Hu:
Optimal rendezvous points selection and mobile sink trajectory construction for data collection in WSNs. J. Ambient Intell. Humaniz. Comput. 14(6): 7147-7158 (2023) - [j12]Praveen Kumar Donta, Boris Sedlak, Victor Casamayor-Pujol, Schahram Dustdar:
Governance and sustainability of distributed continuum systems: a big data approach. J. Big Data 10(1): 53 (2023) - [j11]Jain-Shing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta:
Joint Data Transmission and Energy Harvesting for MISO Downlink Transmission Coordination in Wireless IoT Networks. Sensors 23(8): 3900 (2023) - [j10]Schahram Dustdar, Victor Casamayor-Pujol, Praveen Kumar Donta:
On Distributed Computing Continuum Systems. IEEE Trans. Knowl. Data Eng. 35(4): 4092-4105 (2023) - [j9]Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth:
Target-aware distributed coverage and connectivity algorithm for wireless sensor networks. Wirel. Networks 29(4): 1815-1830 (2023) - [c10]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies. SSE 2023: 43-49 - [c9]Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
Community AI: Towards Community-based Federated Learning. CogMI 2023: 1-9 - [c8]Ilir Murturi, Praveen Kumar Donta, Victor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar:
Learning-Driven Zero Trust in Distributed Computing Continuum Systems. DASC/PiCom/CBDCom/CyberSciTech 2023: 44-49 - [c7]Praveen Kumar Donta, Schahram Dustdar:
Towards Intelligent Data Protocols for the Edge. EDGE 2023: 372-380 - [c6]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Designing Reconfigurable Intelligent Systems with Markov Blankets. ICSOC (1) 2023: 42-50 - [c5]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani:
Towards Serverless Data Exchange Within Federations. SummerSOC 2023: 144-153 - [i10]Ying Li, Xingwei Wang, Rongfei Zeng, Praveen Kumar Donta, Ilir Murturi, Min Huang, Schahram Dustdar:
Federated Domain Generalization: A Survey. CoRR abs/2306.01334 (2023) - [i9]Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang:
Collaborative Inference in DNN-based Satellite Systems with Dynamic Task Streams. CoRR abs/2311.06073 (2023) - [i8]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Designing Reconfigurable Intelligent Systems with Markov Blankets. CoRR abs/2311.10597 (2023) - [i7]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Active Inference on the Edge: A Design Study. CoRR abs/2311.10607 (2023) - [i6]Cem Bicer, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
Blockchain-based Zero Trust on the Edge. CoRR abs/2311.16744 (2023) - [i5]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Equilibrium in the Computing Continuum through Active Inference. CoRR abs/2311.16769 (2023) - [i4]Ilir Murturi, Praveen Kumar Donta, Victor Casamayor-Pujol, Andrea Morichetta, Schahram Dustdar:
Learning-driven Zero Trust in Distributed Computing Continuum Systems. CoRR abs/2311.17447 (2023) - [i3]Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Distributed AI in Zero-touch Provisioning for Edge Networks: Challenges and Research Directions. CoRR abs/2311.17471 (2023) - [i2]Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
CommunityAI: Towards Community-based Federated Learning. CoRR abs/2311.17958 (2023) - 2022
- [j8]Praveen Kumar Donta, Satish Narayana Srirama, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
Survey on recent advances in IoT application layer protocols and machine learning scope for research directions. Digit. Commun. Networks 8(5): 727-744 (2022) - [j7]JainShing Liu, Chun-Hung Richard Lin, Yu-Chen Hu, Praveen Kumar Donta:
Joint Beamforming, Power Allocation, and Splitting Control for SWIPT-Enabled IoT Networks with Deep Reinforcement Learning and Game Theory. Sensors 22(6): 2328 (2022) - [j6]Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
Delay-aware data fusion in duty-cycled wireless sensor networks: A Q-learning approach. Sustain. Comput. Informatics Syst. 33: 100642 (2022) - [c4]Chinmaya Kumar Dehury, Praveen Kumar Donta, Schahram Dustdar, Satish Narayana Srirama:
CCEI-IoT: Clustered and Cohesive Edge Intelligence in Internet of Things. EDGE 2022: 33-40 - [c3]Victor Casamayor-Pujol, Praveen Kumar Donta, Andrea Morichetta, Ilir Murturi, Schahram Dustdar:
Distributed Computing Continuum Systems - Opportunities and Research Challenges. ICSOC Workshops 2022: 405-407 - [c2]Praveen Kumar Donta, Schahram Dustdar:
The Promising Role of Representation Learning for Distributed Computing Continuum Systems. SOSE 2022: 126-132 - 2021
- [j5]Dinesh Kumar Sah, Korhan Cengiz, Praveen Kumar Donta, Venkata N. Inukollu, Tarachand Amgoth:
EDGF: Empirical dataset generation framework for wireless sensor networks. Comput. Commun. 180: 48-56 (2021) - [j4]Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
An extended ACO-based mobile sink path determination in wireless sensor networks. J. Ambient Intell. Humaniz. Comput. 12(10): 8991-9006 (2021) - [j3]Sanjai Prasada Rao Banoth, Praveen Kumar Donta, Tarachand Amgoth:
Dynamic mobile charger scheduling with partial charging strategy for WSNs using deep-Q-networks. Neural Comput. Appl. 33(22): 15267-15279 (2021) - [c1]Madana Srinivas, Praveen Kumar Donta, Tarachand Amgoth:
Mobile Charger Utility Maximization through Preemptive Scheduling for Rechargeable WSNs. OCIT 2021: 126-131 - [i1]Dinesh Kumar Sah, Praveen Kumar Donta, Tarachand Amgoth:
EDGF: Empirical dataset generation framework for wireless network networks. CoRR abs/2101.10758 (2021)
2010 – 2019
- 2019
- [j2]Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
Machine learning algorithms for wireless sensor networks: A survey. Inf. Fusion 49: 1-25 (2019) - 2018
- [j1]Praveen Kumar Donta, Tarachand Amgoth, Chandra Sekhara Rao Annavarapu:
ACO-based mobile sink path determination for wireless sensor networks under non-uniform data constraints. Appl. Soft Comput. 69: 528-540 (2018)
Coauthor Index
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last updated on 2024-11-15 20:42 CET by the dblp team
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