smadigi
Department of Digitalization
Somnath
Mazumdar
Assistant professor
Room:
HOW/60-5.18
Mobile:
+45 41 85 20 89
E-mail:
sma.digi@cbs.dk
529631

Presentation
Somnath is an Assistant Professor at the Department of Digitalization. His research interests focus on Distributed Ledger Technology/Blockchain, Machine Learning, Big Data, and High-Performance Computing. He holds a PhD in Computing Systems from University of Siena, Italy, as well as an MS in Distributed Computing from Polytech Nice Sophia Antipolis, France. Somnath also has worked on multiple EU/International research projects. Before joining CBS, Somnath has worked for Fraunhofer, Germany, Simula Research Lab, Norway, and University College Dublin, Ireland.
Primary research areas
- Privacy-Enhancing Computation (including Privacy-Preserving Platforms)
- Cloud-Native Platforms
- Generative Artificial Intelligence
Social media
Link to this homepage
www.cbs.dk/en/staff/smadigi
Courses
- Data Mining, Machine Learning, and Deep Learning
- Foundations of Blockchain, Cryptocurrencies and Smart Contracts (course co-ordinator)
Supervision
- Thesis topics are available at https://careergate.cbs.dk/
Selected publications
- Auer, S., Nagler, S., Mazumdar, S., & Mukkamala, R. R. (2022). Towards blockchain-IoT based shared mobility: Car-sharing and leasing as a case study. Journal of Network and Computer Applications, 103316.
- Mazumdar, S., Jensen, T., Mukkamala, R. R., Kauffman, R. J., & Damsgaard, J. (2021, January). Do Blockchain and IoT Architecture Create Informedness to Support Provenance Tracking in the Product Lifecycle?. In HICSS (pp. 1-10).
- Madeo, D., Mazumdar, S., Mocenni, C., & Zingone, R. (2020). Evolutionary game for task mapping in resource constrained heterogeneous environments. Future Generation Computer Systems, 108, 762-776.
Publications sorted by:
2022
Günter Prockl; Dominik Roeck; Thomas Jensen; Somnath Mazumdar; Raghava Rao Mukkamala / Beyond Task-technology Fit : Exploring Network Value of Blockchain Technology Based on Two Supply Chain Cases.
In: Proceedings of the 55th Hawaii International Conference on System SciencesHonolulu : Hawaii International Conference on System Sciences (HICSS) 2022, p. 5040-5049 (Proceedings of the Annual Hawaii International Conference on System Sciences)
In: Proceedings of the 55th Hawaii International Conference on System SciencesHonolulu : Hawaii International Conference on System Sciences (HICSS) 2022, p. 5040-5049 (Proceedings of the Annual Hawaii International Conference on System Sciences)
Article in proceedings > peer review
Thomas Dreibholz; Somnath Mazumdar / Load Distribution for Mobile Edge Computing with Reliable Server Pooling
In: Advanced Information Networking and Applications: Proceedings of the 36th International Conference on Advanced Information Networking and Applications (AINA-2022), Volume 3. . ed. /Leonard Barolli; Farookh Hussain; Tomoya Enokido. Cham : Springer 2022, p. 590-601 (Lecture Notes in Networks and Systems, Vol. 451)
In: Advanced Information Networking and Applications: Proceedings of the 36th International Conference on Advanced Information Networking and Applications (AINA-2022), Volume 3. . ed. /Leonard Barolli; Farookh Hussain; Tomoya Enokido. Cham : Springer 2022, p. 590-601 (Lecture Notes in Networks and Systems, Vol. 451)
Article in proceedings > peer review
Sophia Auer; Sophia Nagler; Somnath Mazumdar; Raghava Rao Mukkamala / Towards Blockchain-IoT Based Shared Mobility : Car-sharing and Leasing as a Case Study.
In: Journal of Network and Computer Applications, Vol. 200, 4.2022
In: Journal of Network and Computer Applications, Vol. 200, 4.2022
Journal article > peer review
2021
Thomas Dreibholz; Somnath Mazumdar / A Demo of Workload Offloading in Mobile Edge Computing using the Reliable Server Pooling Framework
In: Proceedings of the 46th IEEE Conference on Local Computer Networks. LCN46Los Alamos, CA : IEEE 2021, 3 p. (Conference on Local Computer Networks. LCN, Vol. 46)
In: Proceedings of the 46th IEEE Conference on Local Computer Networks. LCN46Los Alamos, CA : IEEE 2021, 3 p. (Conference on Local Computer Networks. LCN, Vol. 46)
Conference abstract in proceedings > peer review
Somnath Mazumdar; Thomas Jensen; Raghava Rao Mukkamala; Robert J. Kauffman; Jan Damsgaard / Do Blockchain and IoT Architecture Create Informedness to Support Provenance Tracking in the Product Lifecycle?
In: Proceedings of the 54th Hawaii International Conference on System SciencesHonolulu : Hawaii International Conference on System Sciences (HICSS) 2021, p. 1497-1506 (Proceedings of the Annual Hawaii International Conference on System Sciences)
In: Proceedings of the 54th Hawaii International Conference on System SciencesHonolulu : Hawaii International Conference on System Sciences (HICSS) 2021, p. 1497-1506 (Proceedings of the Annual Hawaii International Conference on System Sciences)
Article in proceedings > peer review
Thomas Dreibholz; Somnath Mazumdar / Reliable Server Pooling Based Workload Offloading with Mobile Edge Computing : A Proof-of-Concept.
In: Advanced Information Networking and Applications: Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021), Volume 3. . ed. /Leonard Barolli; Isaac Woungang; Tomoya Enokido. Cham : Springer 2021, p. 582-593 (Lecture Notes in Networks and Systems, No. 227)
In: Advanced Information Networking and Applications: Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021), Volume 3. . ed. /Leonard Barolli; Isaac Woungang; Tomoya Enokido. Cham : Springer 2021, p. 582-593 (Lecture Notes in Networks and Systems, No. 227)
Article in proceedings > peer review
2020
Dario Madeo; Somnath Mazumdar; Chiara Mocenni; Roberto Zingone / Evolutionary Game for Task Mapping in Resource Constrained Heterogeneous Environments
In: Future Generation Computer Systems - The International Journal of eScience, Vol. 108, 7.2020, p. 762-776
In: Future Generation Computer Systems - The International Journal of eScience, Vol. 108, 7.2020, p. 762-776
Journal article > peer review
Somnath Mazumdar; Alberto Scionti / Fast Execution of RDF Queries using Apache Hadoop
In: Advances in Computers. ed. /Ali R. Hurson. Vol. 119, Cambridge, MA : Academic Press 2020, p. 1-33
In: Advances in Computers. ed. /Ali R. Hurson. Vol. 119, Cambridge, MA : Academic Press 2020, p. 1-33
Book chapter > peer review
Somnath Mazumdar; Alberto Scionti / Ring-mesh : A Scalable and High-performance Approach for Manycore Accelerators.
In: Journal of Supercomputing, Vol. 76, No. 9, 9.2020, p. 6720–6752
In: Journal of Supercomputing, Vol. 76, No. 9, 9.2020, p. 6720–6752
Journal article > peer review
2019
Somnath Mazumdar; Daniel Seybold; Kyriakos Kritikos; Yiannis Verginadis / A Survey on Data Storage and Placement Methodologies for Cloud-big Data Ecosystem
In: Journal of Big Data, Vol. 6, 2019
In: Journal of Big Data, Vol. 6, 2019
Journal article > peer review
2019
Marco Pranzo; Somnath Mazumdar / An Analytical Model for Thread-core Mapping for Tiled CMPs
In: Performance Evaluation, Vol. 134, 10.2019
In: Performance Evaluation, Vol. 134, 10.2019
Journal article > peer review
Thomas Dreibholz; Somnath Mazumdar; Feroz Zahid; Amir Taherkordi; Ernst Gunnar Gran / Mobile Edge as Part of the Multi-Cloud Ecosystem : A Performance Study.
In: Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019Los Alamitos, CA : Institute of Electrical and Electronics Engineers Inc. 19.3.2019, p. 59-66
In: Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019Los Alamitos, CA : Institute of Electrical and Electronics Engineers Inc. 19.3.2019, p. 59-66
Article in proceedings > peer review
2018
Somnath Mazumdar; Alberto Scionti; Antoni Portero; Jan Martinovič; Olivier Terzo / A Scalable and Low-Power FPGA-Aware Network-on-Chip Architecture
In: Complex, Intelligent, and Software Intensive Systems: Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. . ed. /Leonard Barolli; Olivier Terzo. Cham : Springer VS 2018, p. 407-420 (Advances in Intelligent Systems and Computing, Vol. 611)
In: Complex, Intelligent, and Software Intensive Systems: Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. . ed. /Leonard Barolli; Olivier Terzo. Cham : Springer VS 2018, p. 407-420 (Advances in Intelligent Systems and Computing, Vol. 611)
Article in proceedings > peer review
Alberto Scionti; Somnath Mazumdar; Stéphane Zuckerman / Enabling Massive Multi-threading with Fast Hashing
In: IEEE Computer Architecture Letters, Vol. 17, No. 1, 1.2018, p. 1-4
In: IEEE Computer Architecture Letters, Vol. 17, No. 1, 1.2018, p. 1-4
Journal article > peer review
Somnath Mazumdar; Anoop S. Kumar / Forecasting Data Center Resource Usage : An Experimental Comparison with Time-series Methods.
In: Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition. SoCPaR 2016. ed. /Ana Maria Madureira; Aswani Kumar Cherukuri; Ajith Abraham; Azah Kamilah Muda. Cham : Springer 2018, p. 151-165 (Advances in Intelligent Systems and Computing, Vol. 614)
In: Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition. SoCPaR 2016. ed. /Ana Maria Madureira; Aswani Kumar Cherukuri; Ajith Abraham; Azah Kamilah Muda. Cham : Springer 2018, p. 151-165 (Advances in Intelligent Systems and Computing, Vol. 614)
Article in proceedings > peer review
Somnath Mazumdar; Anoop S. Kumar / Statistical Analysis of a Data Centre Resource Usage Patterns : A Case Study.
In: Book cover Proceedings of the International Conference on Computing and Communication Systems. I3CS 2016. ed. /J. K. Mandal; Goutam Saha; Debdatta Kandar; Arnab Kumar Maji. Singapore : Springer 2018, p. 767-779 (Lecture Notes in Networks and Systems, Vol. 24)
In: Book cover Proceedings of the International Conference on Computing and Communication Systems. I3CS 2016. ed. /J. K. Mandal; Goutam Saha; Debdatta Kandar; Arnab Kumar Maji. Singapore : Springer 2018, p. 767-779 (Lecture Notes in Networks and Systems, Vol. 24)
Article in proceedings > peer review
Alberto Scionti; Somnath Mazumdar; Antoni Portero / Towards a Scalable Software Defined Network-on-Chip for Next Generation Cloud
In: Sensors (Switzerland), Vol. 18, No. 7, 18.7.2018
In: Sensors (Switzerland), Vol. 18, No. 7, 18.7.2018
Journal article > peer review
2017
Alberto Scionti; Somnath Mazumdar; Antoni Portero / Efficient Data-driven Task Allocation for Future Many-cluster On-chip Systems
In: Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017. ed. /Waleed W. Smari. : Institute of Electrical and Electronics Engineers Inc. 12.9.2017, p. 503-510 (Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017)
In: Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017. ed. /Waleed W. Smari. : Institute of Electrical and Electronics Engineers Inc. 12.9.2017, p. 503-510 (Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017)
Article in proceedings > peer review
Anoop S. Kumar; Somnath Mazumdar / Forecasting HPC workload using ARMA models and SSA
In: Proceedings - 2016 15th International Conference on Information Technology, ICIT 2016 : Institute of Electrical and Electronics Engineers Inc. 30.6.2017, p. 294-297 (Proceedings - 2016 15th International Conference on Information Technology, ICIT 2016)
In: Proceedings - 2016 15th International Conference on Information Technology, ICIT 2016 : Institute of Electrical and Electronics Engineers Inc. 30.6.2017, p. 294-297 (Proceedings - 2016 15th International Conference on Information Technology, ICIT 2016)
Article in proceedings > peer review
Alberto Scionti; Somnath Mazumdar / Let's Go : A Data-driven Multi-threading Support.
In: ACM International Conference on Computing Frontiers 2017, CF 2017, ACM International Conference on Computing Frontiers, 2017, 4 p., p. 287-290
In: ACM International Conference on Computing Frontiers 2017, CF 2017, ACM International Conference on Computing Frontiers, 2017, 4 p., p. 287-290
Conference article in journal
2017
Somnath Mazumdar; Marco Pranzo / Power Efficient Server Consolidation for Cloud Data Center
In: Future Generation Computer Systems, Vol. 70, 5.2017, p. 4-16
In: Future Generation Computer Systems, Vol. 70, 5.2017, p. 4-16
Journal article > peer review
Dimitris Theodoropoulos; Somnath Mazumdar; Eduard Ayguade; Nicola Bettin; Javier Bueno; Sara Ermini; Antonio Filgueras; Daniel Jiménez-González; Carlos Álvarez Martínez; Xavier Martorell; Francesco Montefoschi; David Oro; Dionisis Pnevmatikatos; Antonio Rizzo; Paolo Gai; Stefano Garzarella; Bruno Morelli; Alberto Pomella; Roberto Giorgi / The AXIOM Platform for Next-Generation Cyber Physical Systems
In: Microprocessors and Microsystems, Vol. 52, 7.2017, p. 540-555
In: Microprocessors and Microsystems, Vol. 52, 7.2017, p. 540-555
Journal article > peer review
More results... (total 22 results)
Outside activities
2019-2022:
- No outside activities