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2020 – today
- 2024
[j26]Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Practical Approach for Employing Tensor Train Decomposition in Edge Devices. Int. J. Parallel Program. 52(1-2): 20-39 (2024)- [c18]Theologos Anthimopoulos
, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
Register Blocking: An Analytical Modelling Approach for Affine Loop Kernels. CF 2024 - [c17]Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
Denseflex: A Low Rank Factorization Methodology for Adaptable Dense Layers in DNNs. CF 2024 - [c16]Tobias Dörr, Florian Schade, Jürgen Becker, Georgios Keramidas, Nikos Petrellis, Vasilios I. Kelefouras, Michail Mavropoulos, Konstantinos Antonopoulos, Christos P. Antonopoulos, Nikolaos S. Voros, Alexander Ahlbrecht, Wanja Zaeske, Vincent Janson, Phillip Nöldeke, Umut Durak, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Clemens Reichmann, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Wolfgang Gabler, Katrin Weiden, Xavier Anzuela Recasens, Sakir Sezer, Fahad Siddiqui, Rafiullah Khan, Kieran McLaughlin, Sena Yengec Tasdemir, Balmukund Sonigara, Henry Hui, Esther Soriano Viguer, Aridane Álvarez Suárez, Vicente Nicolau Gallego, Manuel Muñoz Alcobendas, Miguel Masmano Tello:
XANDAR: An X-by-Construction Framework for Safety, Security, and Real-Time Behavior of Embedded Software Systems. DATE 2024: 1-6 - [i1]Fatemeh Banaie, Karim Djemame, Abdulaziz Alhindi, Vasilios I. Kelefouras:
Energy Efficiency Support for Software Defined Networks: a Serverless Computing Approach. CoRR abs/2409.11208 (2024) - 2023
- [j25]Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi:
SDN-Based Routing Framework for Elephant and Mice Flows Using Unsupervised Machine Learning. Network 3(1): 218-238 (2023) - [j24]Dimitrios Kolosov, Vasilios I. Kelefouras, Pandelis Kourtessis, Iosif Mporas:
Contactless Camera-Based Heart Rate and Respiratory Rate Monitoring Using AI on Hardware. Sensors 23(9): 4550 (2023) - [j23]Vasilios I. Kelefouras, Georgios Keramidas:
Design and Implementation of Deep Learning 2D Convolutions on Modern CPUs. IEEE Trans. Parallel Distributed Syst. 34(12): 3104-3116 (2023) - [c15]Theologos Anthimopulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Comparative Study of Neural Network Compilers on ARMv8 Architecture. ARCS 2023: 18-33 - [c14]Dimitrios Gkountelos, Milad Kokhazadeh, Charalampos Bournas, Georgios Keramidas, Vasilios I. Kelefouras:
Towards Highly Compressed CNN Models for Human Activity Recognition in Wearable Devices. SPA 2023: 83-88 - 2022
- [j22]Dimitrios Kolosov, Vasilios I. Kelefouras, Pandelis Kourtessis, Iosif Mporas:
Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection. IEEE Access 10: 109167-109186 (2022) - [j21]Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros:
A Methodology for Efficient Tile Size Selection for Affine Loop Kernels. Int. J. Parallel Program. 50(3-4): 405-432 (2022) - [j20]Vasilios I. Kelefouras, Karim Djemame:
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing. J. Parallel Distributed Comput. 168: 17-32 (2022) - [j19]Vasilios I. Kelefouras, Georgios Keramidas:
Design and Implementation of 2D Convolution on x86/x64 Processors. IEEE Trans. Parallel Distributed Syst. 33(12): 3800-3815 (2022) - [c13]Karim Djemame, Daniel Datsev, Vasilios I. Kelefouras:
Evaluation of Language Runtimes in Open-source Serverless Platforms. CLOSER 2022: 123-132 - [c12]Leonard Masing, Tobias Dörr, Florian Schade, Jürgen Becker, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Efstratios Tiganourias, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikos S. Voros, Umut Durak, Alexander Ahlbrecht, Wanja Zaeske, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Géza Németh, Fahad Siddiqui, Rafiullah Khan, Vahid Garousi, Sakir Sezer, Victor Morales:
XANDAR: Exploiting the X-by-Construction Paradigm in Model-based Development of Safety-critical Systems. DATE 2022: 1-5 - [c11]Tobias Dörr, Florian Schade, Leonard Masing, Jürgen Becker, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Vasilios I. Kelefouras, Nikolaos S. Voros:
Safety by Construction: Pattern-Based Application of Safety Mechanisms in XANDAR. ISVLSI 2022: 369-370 - [c10]Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices. SAMOS 2022: 173-186 - [c9]Fahad Siddiqui, Rafiullah Khan, Sakir Sezer, Kieran McLaughlin, Leonard Masing, Tobias Dörr, Florian Schade, Jürgen Becker, Alexander Ahlbrecht, Wanja Zaeske, Umut Durak, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Géza Németh, Victor Morales, Paco Gomez, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikolaos S. Voros, Christos Panagiotou, Dimitris Karadimas:
XANDAR: A holistic Cybersecurity Engineering Process for Safety-critical and Cyber-physical Systems. VTC Spring 2022: 1-5 - 2021
- [c8]Jürgen Becker, Leonard Masing, Tobias Dörr, Florian Schade, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Efstratios Tiganourias, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikolaos S. Voros, Umut Durak, Alexander Ahlbrecht, Wanja Zaeske, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Florian Oszwald, Dominik Reinhardt, Mohamad Chamas, Adnan Bekan, Graham Smethurst, Fahad Siddiqui, Rafiullah Khan, Vahid Garousi, Sakir Sezer, Victor Morales:
XANDAR: X-by-Construction Design framework for Engineering Autonomous & Distributed Real-time Embedded Software Systems. FPL 2021: 382-383 - [c7]Efstratios Tiganourias, Michail Mavropoulos, Georgios Keramidas, Vasilios I. Kelefouras, Christos P. Antonopoulos, Nikolaos S. Voros:
A Hierarchical Profiler of Intermediate Representation Code based on LLVM. MECO 2021: 1-5 - [c6]Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi:
Unsupervised Machine Learning-Based Elephant and Mice Flow Identification. SAI (2) 2021: 357-370 - [c5]Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros:
An Analytical Model for Loop Tiling Transformation. SAMOS 2021: 95-107
2010 – 2019
- 2019
- [j18]Vasilios I. Kelefouras, Karim Djemame:
A methodology correlating code optimizations with data memory accesses, execution time and energy consumption. J. Supercomput. 75(10): 6710-6745 (2019) - 2018
- [j17]Vasilios I. Kelefouras, Georgios Keramidas, Nikos S. Voros:
Combining Software Cache Partitioning and Loop Tiling for Effective Shared Cache Management. ACM Trans. Embed. Comput. Syst. 17(3): 72:1-72:25 (2018) - [c4]Vasilios I. Kelefouras, Karim Djemame:
A methodology for efficient code optimizations and memory management. CF 2018: 105-112 - [c3]Vasilios I. Kelefouras, Karim Djemame:
Workflow Simulation Aware and Multi-threading Effective Task Scheduling for Heterogeneous Computing. HiPC 2018: 215-224 - 2017
- [j16]Vasilios I. Kelefouras:
A methodology pruning the search space of six compiler transformations by addressing them together as one problem and by exploiting the hardware architecture details. Computing 99(9): 865-888 (2017) - [c2]Vasilios I. Kelefouras, Georgios Keramidas, Nikolaos S. Voros:
Cache Partitioning + Loop Tiling: A Methodology for Effective Shared Cache Management. ISVLSI 2017: 477-482 - 2016
- [j15]Harris E. Michail, George Athanasiou, Vasilios I. Kelefouras, George Theodoridis, Thanos Stouraitis, Costas E. Goutis:
Area-Throughput Trade-Offs for SHA-1 and SHA-256 Hash Functions' Pipelined Designs. J. Circuits Syst. Comput. 25(4): 1650032:1-1650032:26 (2016) - [j14]Vasilios I. Kelefouras, Angeliki Kritikakou, Iosif Mporas, Vasileios Kolonias:
A high-performance matrix-matrix multiplication methodology for CPU and GPU architectures. J. Supercomput. 72(3): 804-844 (2016) - [j13]Angeliki Kritikakou, Francky Catthoor, Vasilios I. Kelefouras, Costas E. Goutis:
Array Size Computation under Uniform Overlapping and Irregular Accesses. ACM Trans. Design Autom. Electr. Syst. 21(2): 22:1-22:35 (2016) - 2015
- [j12]Vasilios I. Kelefouras, Angeliki Kritikakou, Constantinos E. Goutis:
A methodology for speeding up loop kernels by exploiting the software information and the memory architecture. Comput. Lang. Syst. Struct. 41: 21-41 (2015) - [j11]Vasilios I. Kelefouras, Angeliki Kritikakou, Elissavet Papadima, Constantinos E. Goutis:
A methodology for speeding up matrix vector multiplication for single/multi-core architectures. J. Supercomput. 71(7): 2644-2667 (2015) - 2014
- [j10]Angeliki Kritikakou, Francky Catthoor, Vasilios I. Kelefouras, Costas E. Goutis:
A scalable and near-optimal representation of access schemes for memory management. ACM Trans. Archit. Code Optim. 11(1): 13:1-13:25 (2014) - [j9]Vasilios I. Kelefouras, Angeliki Kritikakou, Costas E. Goutis:
A methodology for speeding up edge and line detection algorithms focusing on memory architecture utilization. J. Supercomput. 68(1): 459-487 (2014) - [j8]Vasilios I. Kelefouras, Angeliki Kritikakou, Costas E. Goutis:
A Matrix-Matrix Multiplication methodology for single/multi-core architectures using SIMD. J. Supercomput. 68(3): 1418-1440 (2014) - [j7]Vasilios I. Kelefouras, Angeliki Kritikakou, Konstantinos Siourounis, Costas E. Goutis:
A Methodology for Speeding up MVM for Regular, Toeplitz and Bisymmetric Toeplitz Matrices. J. Signal Process. Syst. 77(3): 241-255 (2014) - 2013
- [j6]Angeliki Kritikakou, Francky Catthoor, Vasilios I. Kelefouras, Costas E. Goutis:
A systematic approach to classify design-time global scheduling techniques. ACM Comput. Surv. 45(2): 14:1-14:30 (2013) - [j5]Angeliki Kritikakou, Francky Catthoor, George Athanasiou, Vasilios I. Kelefouras, Costas E. Goutis:
Near-Optimal Microprocessor and Accelerators Codesign with Latency and Throughput Constraints. ACM Trans. Archit. Code Optim. 10(2): 6:1-6:25 (2013) - [j4]Angeliki Kritikakou, Francky Catthoor, Vasilios I. Kelefouras, Costas E. Goutis:
Near-optimal and scalable intrasignal in-place optimization for non-overlapping and irregular access schemes. ACM Trans. Design Autom. Electr. Syst. 19(1): 4:1-4:30 (2013) - 2012
- [j3]Nikolaos Alachiotis, Vasilios I. Kelefouras, George Athanasiou, Harris E. Michail, Angeliki Kritikakou, Costas E. Goutis:
A data locality methodology for matrix-matrix multiplication algorithm. J. Supercomput. 59(2): 830-851 (2012) - [j2]Harris E. Michail, George Athanasiou, Vasilios I. Kelefouras, George Theodoridis, Costas E. Goutis:
On the exploitation of a high-throughput SHA-256 FPGA design for HMAC. ACM Trans. Reconfigurable Technol. Syst. 5(1): 2:1-2:28 (2012) - [c1]Angeliki Kritikakou, Francky Catthoor, George Athanasiou, Vasilios I. Kelefouras, Costas E. Goutis:
A template-based methodology for efficient microprocessor and FPGA accelerator co-design. ICSAMOS 2012: 15-22 - 2011
- [j1]Vasilios I. Kelefouras, George Athanasiou, Nikolaos Alachiotis, Harris E. Michail, Angeliki Kritikakou, Costas E. Goutis:
A Methodology for Speeding Up Fast Fourier Transform Focusing on Memory Architecture Utilization. IEEE Trans. Signal Process. 59(12): 6217-6226 (2011)
Coauthor Index
aka: Costas E. Goutis
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