Dimitrios Danopoulos

According to our database, Dimitrios Danopoulos authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TransAxx: Efficient Transformers with Approximate Computing.

Dimitrios Danopoulos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel

CoRR, 2024

2023

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch.

Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2023

Evaluating Versal ACAP and conventional FPGA platforms for AI inference.

Aimilios Leftheriotis, Aphrodite Tzomaka, Dimitrios Danopoulos, George Lentaris, George Theodoridis, Dimitrios Soudris

Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Hardware-Accelerated FaaS for the Edge-Cloud Continuum.

Anastassios Nanos, Aristotelis Kretsis, Charalampos Mainas, George Ntouskos, Aggelos Ferikoglou, Dimitrios Danopoulos, Argyris Kokkinis, Dimosthenis Masouros, Kostas Siozios, Polyzois Soumplis, Panagiotis C. Kokkinos, Juan Jose Vegas Olmos, Emmanouel A. Varvarigos

Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum.

Aggelos Ferikoglou, Argyris Kokkinis, Dimitrios Danopoulos, Ioannis Oroutzoglou, Anastassios Nanos, Stathis Karanastasis, Márton Sipos, Javad Fadaie Ghotbi, Juan Jose Vegas Olmos, Dimosthenis Masouros, Kostas Siozios

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

HW/SW Acceleration of Multiple Workloads Within the SERRANO's Computing Continuum - Invited Paper.

Argyris Kokkinis, Aggelos Ferikoglou, Ioannis Oroutzoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022

LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MEC.

Dimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kosmas Kakolyris, Dimitrios Soudris

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022

Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications.

Ioannis Oroutzoglou, Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios

Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

2021

Utilizing cloud FPGAs towards the open neural network standard.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Sustain. Comput. Informatics Syst., 2021

Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum.

Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper.

Aggelos Ferikoglou, Ioannis Oroutzoglou, Argyris Kokkinis, Dimitrios Danopoulos, Dimosthenis Masouros, Efthymios Chondrogiannis, Aitor Fernández Gómez, Aristotelis Kretsis, Panagiotis C. Kokkinos, Emmanouel A. Varvarigos, Kostas Siozios

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction.

Dimitrios Danopoulos, Konstantinos Anagnostopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edge.

Ioannis Stratakos, Elissaios-Alexios Papatheofanous, Dimitrios Danopoulos, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-Rays.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2021

2020

Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge.

John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas, Theodora A. Varvarigou

Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2020

Automatic Generation of FPGA Kernels From Open Format CNN Models.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019

Approximate Similarity Search with FAISS Framework Using FPGAs on the Cloud.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2019

FPGA Acceleration of Approximate KNN Indexing on High- Dimensional Vectors.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the 14th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, 2019

2018

Acceleration of image classification with Caffe framework using FPGA.

Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris

Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018