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 (SAMOS, 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 (ISC Workshops, 2021)

Dynamic Heap Management in High-Level Synthesis for Many-Accelerator Architectures. - Argyris Kokkinis; Dionysios Diamantopoulos; Kostas Siozios (FPL, 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 (MOCAST, 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 (SAMOS, 2022)

Dynamic Optimization of On-Chip Memories for HLS Targeting Many-Accelerator Platforms. - Argyris Kokkinis; Dionysios Diamantopoulos; Kostas Siozios (IEEE Comput. Archit. Lett., 2022)

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 (DATE, 2023)

Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons. - Argyris Kokkinis; Georgios Zervakis 001; Kostas Siozios; Mehdi B. Tahoori; Jörg Henkel (DATE, 2023)

Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons. - Florentia Afentaki; Gurol Saglam; Argyris Kokkinis; Kostas Siozios; Georgios Zervakis 001; Mehdi B. Tahoori (ICCAD, 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; et al. (ICNP, 2023)

Enabling an Isolated and Energy-Aware Deployment of Computationally Intensive Kernels on Multi-tenant Environments. - Argyris Kokkinis; Anastassios Nanos; Kostas Siozios (SAMOS, 2023)

Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks. - Vojtech Mrazek; Argyris Kokkinis; Panagiotis Papanikolaou; Zdenek Vasícek; Kostas Siozios; Georgios Tzimpragos; Mehdi B. Tahoori; Georgios Zervakis 001 (ICCAD, 2024)

Enabling Printed Multilayer Perceptrons Realization via Area-Aware Neural Minimization. - Argyris Kokkinis; Georgios Zervakis 001; Kostas Siozios; Mehdi Baradaran Tahoori; Jörg Henkel (IEEE Trans. Computers, 2025)