Vasilios I. Kelefouras

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Pruning The Search Space

Matrix Multiplication

Software Systems

Cache Management

Top Venues

J. Supercomput.

Publications

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)
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) (2024)
Theologos Anthimopoulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
Register Blocking: An Analytical Modelling Approach for Affine Loop Kernels. CF (2024)
Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
Denseflex: A Low Rank Factorization Methodology for Adaptable Dense Layers in DNNs. CF (2024)
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) (2023)
Vasilios I. Kelefouras, Georgios Keramidas
Design and Implementation of Deep Learning 2D Convolutions on Modern CPUs. IEEE Trans. Parallel Distributed Syst. 34 (12) (2023)
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)
Theologos Anthimopulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
A Comparative Study of Neural Network Compilers on ARMv8 Architecture. ARCS (2023)
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) (2023)
Karim Djemame, Daniel Datsev, Vasilios I. Kelefouras
Evaluation of Language Runtimes in Open-source Serverless Platforms. CLOSER (2022)
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)
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, Geza Nemeth, 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)
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 (2022)
Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices. SAMOS (2022)
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) (2022)
Vasilios I. Kelefouras, Georgios Keramidas
Design and Implementation of 2D Convolution on x86/x64 Processors. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Vasilios I. Kelefouras, Karim Djemame
Workflow simulation and multi-threading aware task scheduling for heterogeneous computing. J. Parallel Distributed Comput. 168 (2022)
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, Geza Nemeth, 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)
Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros
An Analytical Model for Loop Tiling Transformation. SAMOS (2021)
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)
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)
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)
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) (2018)
Vasilios I. Kelefouras, Georgios Keramidas, Nikolaos S. Voros
Cache Partitioning + Loop Tiling: A Methodology for Effective Shared Cache Management. ISVLSI (2017)
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) (2017)
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) (2016)
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) (2016)
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) (2016)
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) (2015)
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 (2015)
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) (2014)
Vasilios I. Kelefouras, Angeliki Kritikakou, Costas E. Goutis
A Matrix-Matrix Multiplication methodology for single/multi-core architectures using SIMD. J. Supercomput. 68 (3) (2014)
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) (2014)
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) (2014)
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) (2013)
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) (2013)
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) (2013)
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)
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) (2012)
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) (2012)
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) (2011)