Dimosthenis Masouros
Dimosthenis Masouros received the diploma degree in electrical and computer engineering from the National Technical University of Athens, Greece, in 2016, and is currently working towards his PhD degree at the Microprocessors and Digital Systems Lab of the same university. His main research interests include resource management on Cloud infrastructure. He is a student member of the IEEE.
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Rusty: Runtime Interference-Aware Predictive Monitoring for Modern Multi-Tenant Systems
IEEE Transactions on Parallel and Distributed Systems, 2021, DOI: 10.1109/TPDS.2020.3013948 -
Rusty: Runtime System Predictability Leveraging LSTM Neural Networks
IEEE Computer Architecture Letters, 2019, DOI: 10.1109/LCA.2019.2924622 -
- Farzad Samie ,
- Vasileios Tsoutsouras ,
- Dimosthenis Masouros ,
- Lars Bauer ,
- Dimitrios Soudris and
- Joerg Henkel
Fast Operation Mode Selection for Highly Efficient IoT Edge Devices
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020, DOI: 10.1109/TCAD.2019.2897633 -
Hierarchical Distributed Run-time Resource Management scheme for NoC based Many-Cores
ACM Trans. On Embedded Computing Systems (TECS) Vol. 17, No. 3, Article 65. Publication date: April 2018 -
SoftRM: SelfOrganized Fault-Tolerant Resource Management for Failure Detection and Recovery in NoC based Many-Cores
ACM Transactions on Embedded Computing Systems (TECS), special issue of paper from CODES+ISSS: International Conference on Hardware/Software Codesign, and System Synthesis, Seoul, South Korea October 15-20, 2017 DOI: 10.1145/3126562
Journals
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- Dimosthenis Masouros ,
- Ioannis Bakolas ,
- Vasileios Tsoutsouras ,
- Kostas Siozios and
- Dimitrios Soudris
From edge to cloud: Design and implementation of a healthcare internet of things infrastructure
2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2017 DOI: 10.1109/PATMOS.2017.8106984 -
- Dimosthenis Masouros ,
- Konstantina Koliogeorgi ,
- Georgios Zervakis ,
- A. Kosvyra ,
- A. Chytas ,
- Sotirios Xydis ,
- Ioanna Chouvarda and
- Dimitrios Soudris
Co-design Implications of Cost-effective On-demand Acceleration for Cloud Healthcare Analytics: The AEGLE approach
Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, DOI: 10.23919/DATE.2019.8714934 -
Exploration of GPU sharing policies under GEMM workloads
in Proceedings of International Workshop on Software and Compilers for Embedded Systems (SCOPES) 2020 -
- Manolis Katsaragakis ,
- Dimosthenis Masouros ,
- Vasileios Tsoutsouras ,
- Farzad Samie ,
- Lars Bauer ,
- Joerg Henkel and
- Dimitrios Soudris
DMRM: Distributed Market-Based Resource Management of Edge Computing Systems
In 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 1391-1396). IEEE -
- Konstantina Koliogeorgi ,
- Dimosthenis Masouros ,
- Georgios Zervakis ,
- Sotirios Xydis ,
- Tobias Becker ,
- Georgi Gaydajiev and
- Dimitrios Soudris
AEGLE’s Cloud Infrastructure for Resource Monitoring and Containerized Accelerated Analytics
in IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2017 DOI: 10.1109/ISVLSI.2017.70
Conferences
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Interference-Aware Orchestration in Kubernetes
Workshop on Virtualization in High-Performance Cloud ComputingBibTeX@inproceedings{tzenetopoulos2020interference, title={Interference-Aware Orchestration in Kubernetes}, author={Tzenetopoulos, Achilleas and Masouros, Dimosthenis and Xydis, Sotirios and Soudris, Dimitrios}, booktitle={International Conference on High Performance Computing}, pages={321--330}, year={2020}, organization={Springer} }
Workshops
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Leveraging Large Language Model Prompting for Rapid High-Level Synthesis Kernel Optimization
Brief: PDF -
Optimizing Federated Learning Systems through Approximation Techniques
Academic Advisors: Dimosthenis Masouros , George Retsinas and Dimitrios SoudrisBrief: PDF -
Improving Performance and Energy Efficiency of Large Language Models Inference Serving Systems
Academic Advisors: Dimosthenis Masouros and Dimitrios SoudrisBrief: PDF -
Distributed model training on Vehicle applications
Academic Advisors: Dimitrios Soudris , Dimosthenis Masouros and Bhatt Vijay DeepBrief: PDF -
Machine Learning for Operating System-level Page Management
Academic Advisors: Dimosthenis Masouros , Manolis Katsaragakis , Thaleia Dimitra Doudali , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Machine Learning for Cloud Resource Management
Academic Advisors: Dimosthenis Masouros , Thaleia Dimitra Doudali , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
ML-based, interference-aware container orchestration on Kubernetes
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Interference-aware container orchestration on Kubernetes based on Synthetic to Real-world Workload pressure Mapping
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Serverless Computing Topics
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Accelerating NGS genomic pipelines leveraging Heterogeneous Computing and Serverless Computing Architectures
Academic Advisors: Konstantina Koliogeorgi , Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Automated Fine-Grained Resource Management on Serverless Computing Architectures
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
High Performance Computer Systems in In Silico Medicine
Academic Advisors: Dimitrios Soudris , Georgios Stamatakos and Dimosthenis MasourosBrief: PDF
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Leveraging Large Language Model Prompting for Rapid High-Level Synthesis Kernel Optimization
Brief: PDF -
Optimizing Federated Learning Systems through Approximation Techniques
Academic Advisors: Dimosthenis Masouros , George Retsinas and Dimitrios SoudrisBrief: PDF -
Improving Performance and Energy Efficiency of Large Language Models Inference Serving Systems
Academic Advisors: Dimosthenis Masouros and Dimitrios SoudrisBrief: PDF -
Distributed model training on Vehicle applications
Academic Advisors: Dimitrios Soudris , Dimosthenis Masouros and Bhatt Vijay DeepBrief: PDF -
Machine Learning for Operating System-level Page Management
Academic Advisors: Dimosthenis Masouros , Manolis Katsaragakis , Thaleia Dimitra Doudali , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Machine Learning for Cloud Resource Management
Academic Advisors: Dimosthenis Masouros , Thaleia Dimitra Doudali , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
ML-based, interference-aware container orchestration on Kubernetes
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Interference-aware container orchestration on Kubernetes based on Synthetic to Real-world Workload pressure Mapping
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Serverless Computing Topics
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Accelerating NGS genomic pipelines leveraging Heterogeneous Computing and Serverless Computing Architectures
Academic Advisors: Konstantina Koliogeorgi , Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
Automated Fine-Grained Resource Management on Serverless Computing Architectures
Academic Advisors: Achilleas Tzenetopoulos , Dimosthenis Masouros , Sotirios Xydis and Dimitrios SoudrisBrief: PDF -
High Performance Computer Systems in In Silico Medicine
Academic Advisors: Dimitrios Soudris , Georgios Stamatakos and Dimosthenis MasourosBrief: PDF