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Konstantina Koliogeorgi
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An exploration framework for efficient high-level synthesis of support vector machines: Case study on ecg arrhythmia detection for xilinx zynq soc
V Tsoutsouras, K Koliogeorgi, S Xydis, D Soudris
Journal of Signal Processing Systems 88, 127-147, 2017
322017
VADER: Voltage-driven netlist pruning for cross-layer approximate arithmetic circuits
G Zervakis, K Koliogeorgi, D Anagnostos, N Zompakis, K Siozios
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (6 …, 2019
252019
Dataflow acceleration of smith-waterman with traceback for high throughput next generation sequencing
K Koliogeorgi, N Voss, S Fytraki, S Xydis, G Gaydadjiev, D Soudris
2019 29th International Conference on Field Programmable Logic and …, 2019
242019
A TensorFlow extension framework for optimized generation of hardware CNN inference engines
V Leon, S Mouselinos, K Koliogeorgi, S Xydis, D Soudris, K Pekmestzi
Technologies 8 (1), 6, 2020
172020
Optimizing svm classifier through approximate and high level synthesis techniques
K Koliogeorgi, G Zervakis, D Anagnostos, N Zompakis, K Siozios
2019 8th International Conference on Modern Circuits and Systems …, 2019
92019
AEGLE's cloud infrastructure for resource monitoring and containerized accelerated analytics
K Koliogeorgi, D Masouros, G Zervakis, S Xydis, T Becker, G Gaydadjiev, ...
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 362-367, 2017
82017
EVOLVE: Towards converging big-data, high-performance and cloud-computing worlds
A Tzenetopoulos, D Masouros, K Koliogeorgi, S Xydis, D Soudris, ...
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 975-980, 2022
72022
GPU accelerated blockchain over key‐value database transactions
K Iliakis, K Koliogeorgi, A Litke, T Varvarigou, D Soudris
IET Blockchain 2 (1), 1-12, 2022
62022
Gandafl: Dataflow acceleration for short read alignment on ngs data
K Koliogeorgi, S Xydis, G Gaydadjiev, D Soudris
IEEE Transactions on Computers 71 (11), 3018-3031, 2022
42022
Co-design implications of cost-effective on-demand acceleration for cloud healthcare analytics: The AEGLE approach
D Masouros, K Koliogeorgi, G Zervakis, A Kosvyra, A Chytas, S Xydis, ...
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 622-625, 2019
42019
Optimizing ECG signal analysis by building FPGA-based accelerators using High Level Synthesis
K Koliogeorgi
42016
HLS code transformation strategies and directives exploration for FPGA accelerated ECG analysis
V Tsoutsouras, K Koliogeorgi, S Xydis, D Soudris
Workshop in Reconfigurable Computing, Prague, 2016
22016
High Level Synthesis Acceleration of Change Detection in Multi-Temporal High Resolution Sentinel-2 Satellite Images
K Koliogeorgi, D Mylonakis, S Xydis, D Soudris
2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration …, 2022
12022
FPGA acceleration in EVOLVE’s Converged Cloud-HPC Infrastructure
K Koliogeorgi, FE Keddous, D Masouros, A Chazapis, M Aubrun, S Xydis, ...
2021 31st International Conference on Field-Programmable Logic and …, 2021
12021
FPGA Acceleration of Short Read Alignment
K Koliogeorgi, S Xydis, D Soudris
Proceedings of the 11th International Symposium on Highly Efficient …, 2021
12021
Exploration of GPU sharing policies under GEMM workloads
I Oroutzoglou, D Masouros, K Koliogeorgi, S Xydis, D Soudris
Proceedings of the 23th International Workshop on Software and Compilers for …, 2020
12020
Hardware Acceleration Techniques for Computation and Data Intensive Machine Learning and Bioinformatic Applications
K Koliogeorgi
2023
Profile-Driven Banded Smith-Waterman acceleration for Short Read Alignment
K Koliogeorgi, D Soudris, S Xydis
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
2023
A Design Flow Framework for Fully-Connected Neural Networks Rapid Prototyping
N Zompakis, D Anagnostos, K Koliogeorgi, G Zervakis, K Siozios
Proceedings of the International Conference on Omni-Layer Intelligent …, 2019
2019
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Articles 1–19