Elias Koromilas

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Clustering Procedure

Seamless Integration

Machine Learning

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Tobias Alonso, Lucian Petrica, Mario Ruiz, Jakoba Petri-Koenig, Yaman Umuroglu, Ioannis Stamelos, Elias Koromilas, Michaela Blott, Kees A. Vissers
Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)
Elias Koromilas, Christoforos Kachris, Dimitrios Soudris, Francisco J. Ballesteros, Patricio Martínez, Ricardo Jiménez-Peris
Modular FPGA Acceleration of Data Analytics in Heterogenous Computing. DATE (2019)
Christoforos Kachris, Ioannis Stamelos, Elias Koromilas, Dimitrios Soudris
Seamless FPGA Deployment over Spark in Cloud Computing: A Use Case on Machine Learning Hardware Acceleration. ARC (2018)
Ioannis Stamelos, Elias Koromilas, Christoforos Kachris, Dimitrios Soudris
A Novel Framework for the Seamless Integration of FPGA Accelerators with Big Data Analytics Frameworks in Heterogeneous Data Centers. HPCS (2018)
Elias Koromilas, Ioannis Stamelos, Christoforos Kachris, Dimitrios Soudris
Spark acceleration on FPGAs: A use case on machine learning in Pynq. MOCAST (2017)
Christoforos Kachris, Elias Koromilas, Ioannis Stamelos, Dimitrios Soudris
SPynq: Acceleration of machine learning applications over Spark on Pynq. SAMOS (2017)
Christoforos Kachris, Elias Koromilas, Ioannis Stamelos, Dimitrios Soudris
FPGA acceleration of spark applications in a Pynq cluster. FPL (2017)