Argyris Kokkinis

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Radial Basis Function Network

Cloud Computing

Multilayer Perceptron

Top Venues

Publications

Vojtech Mrazek, Argyris Kokkinis, Panagiotis Papanikolaou, Zdenek Vasícek, Kostas Siozios, Georgios Tzimpragos, Mehdi Baradaran Tahoori, Georgios Zervakis
Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks. CoRR (2024)
Argyris Kokkinis, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons. DATE (2023)
Florentia Afentaki, Gurol Saglam, Argyris Kokkinis, Kostas Siozios, Georgios Zervakis, Mehdi B. Tahoori
Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons. CoRR (2023)
Aggelos Ferikoglou, Argyris Kokkinis, Dimitrios Danopoulos, Ioannis Oroutzoglou, Anastasios Nanos, Stathis Karanastasis, Marton Sipos, Javad Fadaie Ghotbi, Juan Jose Vegas Olmos, Dimosthenis Masouros, Kostas Siozios
The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum. DATE (2023)
Argyris Kokkinis, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons. CoRR (2023)
Argyris Kokkinis, Anastassios Nanos, Kostas Siozios
Enabling an Isolated and Energy-Aware Deployment of Computationally Intensive Kernels on Multi-tenant Environments. SAMOS (2023)
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
Hardware-Accelerated FaaS for the Edge-Cloud Continuum. ICNP (2023)
Florentia Afentaki, Gurol Saglam, Argyris Kokkinis, Kostas Siozios, Georgios Zervakis, Mehdi B. Tahoori
Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons. ICCAD (2023)
Ioannis Oroutzoglou, Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications. MOCAST (2022)
Argyris Kokkinis, Dionysios Diamantopoulos, Kostas Siozios
Dynamic Optimization of On-Chip Memories for HLS Targeting Many-Accelerator Platforms. IEEE Comput. Archit. Lett. 21 (2) (2022)
Argyris Kokkinis, Dionysios Diamantopoulos, Kostas Siozios
Dynamic Heap Management in High-Level Synthesis for Many-Accelerator Architectures. FPL (2022)
Argyris Kokkinis, Aggelos Ferikoglou, Ioannis Oroutzoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
HW/SW Acceleration of Multiple Workloads Within the SERRANO's Computing Continuum - Invited Paper. SAMOS (2022)
Argyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios
Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing Continuum. ISC Workshops (2021)
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
Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach - Invited Paper. SAMOS (2021)