Access content directly

Patient Ntumba wa ntumba

Postdoctoral researcher.
Open access
Current affiliations
  • 552483


I am a postdoctoral researcher at the Conservatoire National des Arts et Metiers (CNAM) of Paris, France, in the networks and the internet of thing system team. My research mainly focus on data streams, Internet of things, middleware, distributed systems, dynamic systems and Optimization. In my new position as postdoctoral researcher, my researcfh is twofolf: (1) Design distributed data-pipeline system for mobile edge computing (MEC) and 5G architcetures, then integrate federated learning algorithms for anomaly detection. (2) I focus also on designing dynamic resource allocation mechanims in MEC/5G architceture using Reinforcement learnig. Before joining the Cnam, I working as postdoctoral researcher at INRIA Paris, France in the MiMove team during 4 months after receiving my Ph.D. I obtained my Ph.D. from Sorbonne University, conducting my Ph.D. research at Inria Paris in the Mimove Team, from September 2018 to September 2022. The topic of my PhD research was on “Scheduling Streaming Operators for IoT Edge Analytics” and supervised by Dr. [Nikolaos Georgantas]( and Pr. [Vassilis Christophides]( Before starting the Ph.D, I have been working as R&D engineer at [Inria]( in the framework of the European project H2020 [CHOReVOLUTION]( I received my Master degree in Distributed Systems and Networks from [Univerité de Franche Comté]( (France). My Master internship focused on managing health data across multi-site Cloud computing in the framework of the regional project SyMeTRIC – Cloud computing and Health Data. I carried out the Master internship at IMT Atlantique (Nantes) and INSERM ( UMR1087, CNRS Univ Nantes), under the supervision of Prof. [Jean Marc Menaud](, Prof. [Laurent Philippe](, and Dr. [Alban Gaignard]( I received my Bachelor degree in “Mathematics and Informatics” at University of Kinshasa (D.R.Congo).


Image document

Scheduling of Continuous Operators for IoT edge Analytics with Time Constraints

Patient Ntumba , Vassilis Christophides , Nikolaos Georgantas
SMARTCOMP 2022 - International Conference on Smart Computing, Jun 2022, Espoo, Finland
Conference papers hal-03701939v1
Image document

Scheduling Continuous Operators for IoT Edge Analytics

Patient Ntumba , Nikolaos Georgantas , Vassilis Christophides
EdgeSys '21 - 4th International Workshop on Edge Systems, Analytics and Networking colocated with EuroSys'21, Apr 2021, Online United Kingdom, United Kingdom. pp.55-60, ⟨10.1145/3434770.3459738⟩
Conference papers hal-03208518v2
Image document

Efficient Scheduling of Streaming Operators for IoT Edge Analytics

Patient Ntumba , Nikolaos Georgantas , Vassilis Christophides
FMEC 2021 - Sixth International Conference on Fog and Mobile Edge Computing, Dec 2021, Gandia, Spain
Conference papers hal-03413549v1
Image document

Interconnecting and Monitoring Heterogeneous Things in IoT Applications

Patient Ntumba , Georgios Bouloukakis , Nikolaos Georgantas
International Conference on Web Engineering (ICWE), Jun 2018, Caceres, Spain
Conference papers hal-01771857v1
Image document

Scheduling Streaming Operators for IoT Edge Analytics

Patient Ntumba wa Ntumba
Data Structures and Algorithms [cs.DS]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS183⟩
Theses tel-03846698v2