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ORCIDDimitrios Soudris
Dimitrios J. Soudris – D. J. Soudris
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2020 – today
- 2023
[j136]Giorgos Armeniakos
, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel:
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. ACM Comput. Surv. 55(4): 83:1-83:36 (2023)- [j135]Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye:
Thermal-Comfort Aware Online Co-Scheduling Framework for HVAC, Battery Systems, and Appliances in Smart Buildings. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106(5): 698-706 (2023) - [j134]Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel:
AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 2074-2078 (2023) - [c333]Manolis Katsaragakis, Konstantinos Stavrakakis, Dimosthenis Masouros, Lazaros Papadopoulos, Dimitrios Soudris:
Adjacent LSTM-Based Page Scheduling for Hybrid DRAM/NVM Memory Systems. PARMA-DITAM 2023: 7:1-7:12 - [c332]Dimosthenis Masouros, Christian Pinto, Michele Gazzetti, Sotirios Xydis, Dimitrios Soudris:
Adrias: Interference-Aware Memory Orchestration for Disaggregated Cloud Infrastructures. HPCA 2023: 855-869 - [i15]Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel:
Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits. CoRR abs/2302.14576 (2023) - [i14]Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel:
Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers. CoRR abs/2303.08255 (2023) - [i13]Manolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor, Dimitrios Soudris:
Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures. CoRR abs/2304.00953 (2023) - [i12]Christos P. Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
Viewing Allocators as Bin Packing Solvers Demystifies Fragmentation. CoRR abs/2304.10862 (2023) - [i11]Christos P. Lamprakos, Sotirios Xydis, Francky Catthoor, Dimitrios Soudris:
The Unexpected Efficiency of Bin Packing Algorithms for Dynamic Storage Allocation in the Wild: An Intellectual Abstract. CoRR abs/2305.01497 (2023) - 2022
- [j133]Nikos Vasilas, Athanasios I. Papadopoulos, Lazaros Papadopoulos, Athanasios Salamanis, Panagiotis Kazepidis, Dimitrios Soudris, Dionisis D. Kehagias, Panos Seferlis:
Approximate computing, skeleton programming and run-time scheduling in an algorithm for process design and controllability in distributed and heterogeneous infrastructures. Comput. Chem. Eng. 164: 107874 (2022) - [j132]Sotirios Panagiotou, Harry Sidiropoulos, Dimitrios Soudris, Mario Negrello, Christos Strydis:
EDEN: A High-Performance, General-Purpose, NeuroML-Based Neural Simulator. Frontiers Neuroinformatics 16: 724336 (2022) - [j131]Konstantinos Iliakis, Konstantina Koliogeorgi, Antonios Litke, Theodora A. Varvarigou, Dimitrios Soudris:
GPU accelerated blockchain over key-value database transactions. IET Blockchain 2(1): 1-12 (2022) - [j130]Christos P. Lamprakos, Charalampos Marantos, Miltiadis G. Siavvas, Lazaros Papadopoulos, Angeliki-Agathi Tsintzira, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dionysios D. Kehagias, Dimitrios Soudris:
Translating quality-driven code change selection to an instance of multiple-criteria decision making. Inf. Softw. Technol. 145: 106851 (2022) - [j129]Achilleas Tzenetopoulos, Dimosthenis Masouros, Nikolaos Kapsoulis, Antonios Litke, Dimitrios Soudris, Theodora A. Varvarigou:
HLF-Kubed: Blockchain-Based Resource Monitoring for Edge Clusters. Ledger 7 (2022) - [j128]Charalampos Marantos, Lazaros Papadopoulos, Angeliki-Agathi Tsintzira, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris:
Decision support for GPU acceleration by predicting energy savings and programming effort. Sustain. Comput. Informatics Syst. 34: 100631 (2022) - [j127]Konstantina Koliogeorgi, Sotirios Xydis, Georgi Gaydadjiev, Dimitrios Soudris:
GANDAFL: Dataflow Acceleration for Short Read Alignment on NGS Data. IEEE Trans. Computers 71(11): 3018-3031 (2022) - [j126]Konstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris:
Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order Execution. IEEE Trans. Parallel Distributed Syst. 33(2): 388-402 (2022) - [j125]Lazaros Papadopoulos, Dimitrios Soudris, Christoph W. Kessler, August Ernstsson, Johan Ahlqvist, Nikos Vasilas, Athanasios I. Papadopoulos, Panos Seferlis, Charles Prouveur, Matthieu Haefele, Samuel Thibault, Athanasios Salamanis, Theodoros Ioakimidis, Dionysios D. Kehagias:
EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems. IEEE Trans. Parallel Distributed Syst. 33(4): 792-804 (2022) - [j124]Konstantinos Iliakis, Helga Timko, Sotirios Xydis, Panagiotis Tsapatsaris, Dimitrios Soudris:
Enabling Large Scale Simulations for Particle Accelerators. IEEE Trans. Parallel Distributed Syst. 33(10): 4425-4439 (2022) - [c331]Antonios Karteris, Georgios Tzanos, Lazaros Papadopoulos, Konstantinos Demestichas, Dimitrios Soudris, Juliette Pauline Philibert, Carlos López Gómez:
A Methodology for enhancing Emergency Situational Awareness through Social Media. ARES 2022: 130:1-130:7 - [c330]Ioannis Fakinos, Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Sequence Clock: A Dynamic Resource Orchestrator for Serverless Architectures. CLOUD 2022: 81-90 - [c329]Petros Vavaroutsos, Ioannis Oroutzoglou, Dimosthenis Masouros, Dimitrios Soudris:
Towards making the most of NLP-based device mapping optimization for OpenCL kernels. COINS 2022: 1-6 - [c328]Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel:
Cross-Layer Approximation For Printed Machine Learning Circuits. DATE 2022: 190-195 - [c327]Manolis Katsaragakis, Lazaros Papadopoulos, Christos Baloukas, Dimitrios Soudris:
Memory Management Methodology for Application Data Structure Refinement and Placement on Heterogeneous DRAM/NVM Systems. DATE 2022: 748-753 - [c326]Achilleas Tzenetopoulos, Dimosthenis Masouros, Konstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris, Antony Chazapis, Christos Kozanitis, Angelos Bilas, Christian Pinto, Huy-Nam Nguyen, Stelios Louloudakis, Georgios Gardikis, George Vamvakas, Michelle Aubrun, Christi Symeonidou, Vassilis Spitadakis, Konstantinos F. Xylogiannopoulos, Bernhard Peischl, Tahir Emre Kalayci, Alexander Stocker, Jean-Thomas Acquaviva:
EVOLVE: Towards Converging Big-Data, High-Performance and Cloud-Computing Worlds. DATE 2022: 975-980 - [c325]Charalampos Marantos, Miltiadis G. Siavvas, Dimitrios Tsoukalas, Christos P. Lamprakos, Lazaros Papadopoulos, Pawel Boryszko, Katarzyna Filus, Joanna Domanska, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Erol Gelenbe, Dionisis D. Kehagias, Dimitrios Soudris:
SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications. DATE 2022: 981-986 - [c324]Antonis Karteris, Manolis Katsaragakis, Dimosthenis Masouros, Dimitrios Soudris:
SGRM: Stackelberg Game-Based Resource Management for Edge Computing Systems. DATE 2022: 1203-1208 - [c323]Manolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor, Dimitrios Soudris:
Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures. HIPC 2022: 75-84 - [c322]Endri Taka, George Lentaris, Dimitrios Soudris:
Improving the performance of RISC-V softcores on FPGA by exploiting PVT variability and DVFS. ISCAS 2022: 1595-1599 - [c321]Vasileios Leon, Georgios Makris, Sotirios Xydis, Kiamal Z. Pekmestzi, Dimitrios Soudris:
MAx-DNN: Multi-Level Arithmetic Approximation for Energy-Efficient DNN Hardware Accelerators. LASCAS 2022: 1-4 - [c320]Charalampos Marantos, Nikolaos Maidonis, Dimitrios Soudris:
Designing Application Analysis Tools for Cross-Device Energy Consumption Estimation. MOCAST 2022: 1-4 - [c319]Christos Vagionas, Ronis T. Maximidis, Ioannis Stratakos, Aristotelis Margaris, Agapi Mesodiakaki, Marios Gatzianas, Konstantina Kanta, Panagiotis Toumasis, Giannis Giannoulis, Dimitrios Apostolopoulos, Elissaios-Alexios Papatheofanous, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris, Kostas Tsagkaris, Nikolaos Argyris, Dimitris Syrivelis, Paraskevas Bakopoulos, R. M. Oldenbeuving, C. G. H. Roeloffzen, P. W. L. van Dijk, I. Dimogiannis, A. Kontogiannis, Hercules Avramopoulos, Amalia N. Miliou, Nikos Pleros, George Kalfas:
End-to-End Real-Time Service Provisioning over a SDN-controllable 60 GHz analog FiWi X-haul for 5G Hot-Spot Networks. OFC 2022: 1-3 - [c318]Christos P. Lamprakos, Lazaros Papadopoulos, Francky Catthoor, Dimitrios Soudris:
The Impact of Dynamic Storage Allocation on CPython Execution Time, Memory Footprint and Energy Consumption: An Empirical Study. SAMOS 2022: 219-234 - [c317]Dimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kosmas Kakolyris, Dimitrios Soudris:
LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MEC. SAMOS 2022: 406-419 - [c316]Konstantina Koliogeorgi, Dimitris Mylonakis, Sotirios Xydis, Dimitrios Soudris:
High Level Synthesis Acceleration of Change Detection in Multi-Temporal High Resolution Sentinel-2 Satellite Images. VLSI-SoC 2022: 1-6 - [c315]Vasileios Leon, George Lentaris, Dimitrios Soudris, Simon Vellas, Mathieu Bernou:
Towards Employing FPGA and ASIP Acceleration to Enable Onboard AI/ML in Space Applications. VLSI-SoC 2022: 1-4 - [c314]Vasileios Leon, Elissaios-Alexios Papatheofanous, George Lentaris, Charalampos Bezaitis, Nikolaos Mastorakis, Georgios Bampilis, Dionysios I. Reisis, Dimitrios Soudris:
Combining Fault Tolerance Techniques and COTS SoC Accelerators for Payload Processing in Space. VLSI-SoC 2022: 1-6 - [c313]Vasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris:
Systematic Embedded Development and Implementation Techniques on Intel Myriad VPUs. VLSI-SoC 2022: 1-2 - [d1]Sotirios Panagiotou, Charalampos Sidiropoulos, Mario Negrello, Dimitrios Soudris, Christos Strydis:
Benchmark dataset for preprint: "EDEN: A high-performance, general-purpose, NeuroML-based neural simulator". Zenodo, 2022
- [i10]Dimitrios Danopoulos, Georgios Zervakis, Kostas Siozios, Dimitrios Soudris, Jörg Henkel:
AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch. CoRR abs/2203.04071 (2022) - [i9]Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel:
Cross-Layer Approximation For Printed Machine Learning Circuits. CoRR abs/2203.05915 (2022) - [i8]Giorgos Armeniakos, Georgios Zervakis, Dimitrios Soudris, Jörg Henkel:
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. CoRR abs/2203.08737 (2022) - [i7]Petros Vavaroutsos, Ioannis Oroutzoglou, Dimosthenis Masouros, Dimitrios Soudris:
Towards making the most of NLP-based device mapping optimization for OpenCL kernels. CoRR abs/2208.14124 (2022) - [i6]Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, L. Mei, Vikram Jain, Said Hamdioui, V. Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, S. Davidson, S. De, Mounir Ghogho, A. Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, O. Karrakchou, Tim Güneysu, Henk Corporaal:
CONVOLVE: Smart and seamless design of smart edge processors. CoRR abs/2212.00873 (2022) - 2021
- [j123]Nikolaos Nikolaidis, Dimitrios Zisis, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris:
Experience With Managing Technical Debt in Scientific Software Development Using the EXA2PRO Framework. IEEE Access 9: 72524-72534 (2021) - [j122]Vasileios Leon, Ioannis Stamoulias, George Lentaris, Dimitrios Soudris, David Gonzalez-Arjona, Ruben Domingo, David Merodio Codinachs, Isabelle Conway:
Development and Testing on the European Space-Grade BRAVE FPGAs: Evaluation of NG-Large Using High-Performance DSP Benchmarks. IEEE Access 9: 131877-131892 (2021) - [j121]Charalampos Marantos, Konstantinos Salapas, Lazaros Papadopoulos, Dimitrios Soudris:
A Flexible Tool for Estimating Applications Performance and Energy Consumption Through Static Analysis. SN Comput. Sci. 2(1): 21 (2021) - [j120]Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris:
Utilizing cloud FPGAs towards the open neural network standard. Sustain. Comput. Informatics Syst. 30: 100520 (2021) - [j119]Vasileios Leon, George Lentaris, Evangelos Petrongonas, Dimitrios Soudris, Gianluca Furano, Antonis Tavoularis, David Moloney:
Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC. ACM Trans. Embed. Comput. Syst. 20(3): 22:1-22:23 (2021) - [j118]Vasileios Leon, Theodora Paparouni, Evangelos Petrongonas, Dimitrios Soudris, Kiamal Z. Pekmestzi:
Improving Power of DSP and CNN Hardware Accelerators Using Approximate Floating-point Multipliers. ACM Trans. Embed. Comput. Syst. 20(5): 39:1-39:21 (2021) - [j117]Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Rusty: Runtime Interference-Aware Predictive Monitoring for Modern Multi-Tenant Systems. IEEE Trans. Parallel Distributed Syst. 32(1): 184-198 (2021) - [j116]Endri Taka, Konstantinos Maragos, George Lentaris, Dimitrios Soudris:
Process Variability Analysis in Interconnect, Logic, and Arithmetic Blocks of 16-nm FinFET FPGAs. ACM Trans. Reconfigurable Technol. Syst. 14(3): 13:1-13:30 (2021) - [c312]Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris:
Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-Rays. ARC 2021: 327-336 - [c311]Antony Chazapis, Jean-Thomas Acquaviva, Angelos Bilas, Georgios Gardikis, Christos Kozanitis, Stelios Louloudakis, Huy-Nam Nguyen, Christian Pinto, Arno Scharl, Dimitrios Soudris:
EVOLVE: HPC and cloud enhanced testbed for extracting value from large-scale diverse data. CF 2021: 200-205 - [c310]Dimitra Nikitopoulou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Performance Analysis and Auto-tuning for SPARK in-memory analytics. DATE 2021: 76-81 - [c309]Daichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye:
Thermal Comfort Aware Online Energy Management Framework for a Smart Residential Building. DATE 2021: 535-538 - [c308]Evangelos Petrongonas, Vasileios Leon, George Lentaris, Dimitrios Soudris:
ParalOS: A Scheduling & Memory Management Framework for Heterogeneous VPUs. DSD 2021: 221-228 - [c307]Panagiotis Toumasis, Konstantina Kanta, Kostas Tokas, Ioannis Stratakos, Elissaios-Alexios Papatheofanous, Giannis Giannoulis, Ioanna Mesogiti, Eleni Theodoropoulou, George L. Lyberopoulos, George Lentaris, Dimitrios Apostolopoulos, Dionysios I. Reisis, Dimitrios Soudris, Hercules Avramopoulos:
Demonstration of FPGA-based A-IFoF/mmWave transceiver integration in mobile infrastructure for beyond 5G transport. ECOC 2021: 1-4 - [c306]Vasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris:
Exploiting the Potential of Approximate Arithmetic in DSP & AI Hardware Accelerators. FPL 2021: 263-264 - [c305]Konstantina Koliogeorgi, Fekhr Eddine Keddous, Dimosthenis Masouros, Antony Chazapis, Michelle Aubrun, Sotirios Xydis, Angelos Bilas, Romain Hugues, Jean-Thomas Acquaviva, Huy-Nam Nguyen, Dimitrios Soudris:
FPGA acceleration in EVOLVE's Converged Cloud-HPC Infrastructure. FPL 2021: 376-377 - [c304]Konstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris:
FPGA Acceleration of Short Read Alignment. HEART 2021: 13:1-13:2 - [c303]Aggelos Ferikoglou, Dimosthenis Masouros, Achilleas Tzenetopoulos, Sotirios Xydis, Dimitrios Soudris:
Resource Aware GPU Scheduling in Kubernetes Infrastructure. PARMA-DITAM@HiPEAC 2021: 4:1-4:12 - [c302]Vasileios Leon, Charalampos Bezaitis, George Lentaris, Dimitrios Soudris, Dionysios I. Reisis, Elissaios-Alexios Papatheofanous, Angelos Kyriakos, Aubrey Dunne, Arne Samuelsson, David Steenari:
FPGA & VPU Co-Processing in Space Applications: Development and Testing with DSP/AI Benchmarks. ICECS 2021: 1-5 - [c301]Konstantinos Maragos, George Lentaris, Dimitrios Soudris:
A PVT-Aware Voltage Scaling Method for Energy Efficient FPGAs. ISCAS 2021: 1-5 - [c300]Ioannis Stratakos, Elissaios-Alexios Papatheofanous, Dimitrios Danopoulos, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris:
Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edge. MeditCom 2021: 76-81 - [c299]Dimitrios Danopoulos, Konstantinos Anagnostopoulos, Christoforos Kachris, Dimitrios Soudris:
FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction. MOCAST 2021: 1-5 - [c298]Vasileios Leon, Ioannis Stratakos, Giorgos Armeniakos, George Lentaris, Dimitrios Soudris:
ApproxQAM: High-Order QAM Demodulation Circuits with Approximate Arithmetic. MOCAST 2021: 1-5 - [c297]Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Interference-Aware Workload Placement for Improving Latency Distribution of Converged HPC/Big Data Cloud Infrastructures. SAMOS 2021: 108-123 - [c296]Christos P. Lamprakos, Charalampos Marantos, Lazaros Papadopoulos, Dimitrios Soudris:
The Known Unknowns: Discovering Trade-Offs Between Heterogeneous Code Changes - Invited Paper. SAMOS 2021: 342-353 - [c295]Achilleas Tzenetopoulos, Charalampos Marantos, Giannos Gavrielides, Sotirios Xydis, Dimitrios Soudris:
FADE: FaaS-inspired application decomposition and Energy-aware function placement on the Edge. SCOPES 2021: 7-10 - [c294]Achilleas Tzenetopoulos, Evangelos Apostolakis, Aphrodite Tzomaka, Christos Papakostopoulos, Konstantinos Stavrakakis, Manolis Katsaragakis, Ioannis Oroutzoglou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
FaaS and Curious: Performance Implications of Serverless Functions on Edge Computing Platforms. ISC Workshops 2021: 428-438 - 2020
- [j115]Konstantina Kanta, Annachiara Pagano, Eugenio Ruggeri, Mauro Agus, Ioannis Stratakos, Roberto Mercinelli, Christos Vagionas, Panagiotis Toumasis, George Kalfas, Giannis Giannoulis, Amalia N. Miliou, George Lentaris, Dimitrios Apostolopoulos, Nikos Pleros, Dimitrios Soudris, Hercules Avramopoulos:
Analog fiber-wireless downlink transmission of IFoF/mmWave over in-field deployed legacy PON infrastructure for 5G fronthauling. JOCN 12(10): D57-D65 (2020) - [j114]Farzad Samie, Vasileios Tsoutsouras, Dimosthenis Masouros, Lars Bauer, Dimitrios Soudris, Jörg Henkel:
Fast Operation Mode Selection for Highly Efficient IoT Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(3): 572-584 (2020) - [j113]Charalampos Marantos, Kostas Siozios, Dimitrios Soudris:
Rapid Prototyping of Low-Complexity Orchestrator Targeting CyberPhysical Systems: The Smart-Thermostat Usecase. IEEE Trans. Control. Syst. Technol. 28(5): 1831-1845 (2020) - [j112]George Lentaris, Ioannis Stratakos, Ioannis Stamoulias, Dimitrios Soudris, Manolis I. A. Lourakis, Xenophon Zabulis:
High-Performance Vision-Based Navigation on SoC FPGA for Spacecraft Proximity Operations. IEEE Trans. Circuits Syst. Video Technol. 30(4): 1188-1202 (2020) - [c293]Chrysostomos Karakasis, Konstantinos Machairas, Charalampos Marantos, Iosif S. Paraskevas, Evangelos Papadopoulos, Dimitrios Soudris:
Exploiting the SoC FPGA Capabilities in the Control Architecture of a Quadruped Robot. AIM 2020: 501-507 - [c292]Sotirios Panagiotou, Rene Miedema, Harry Sidiropoulos, Georgios Smaragdos, Christos Strydis, Dimitrios Soudris:
A novel simulator for extended Hodgkin-Huxley neural networks. BIBE 2020: 395-402 - [c291]Konstantinos Iliakis, Helga Timko, Sotirios Xydis, Dimitrios Soudris:
Scale-out beam longitudinal dynamics simulations. CF 2020: 29-38 - [c290]Sotirios Xydis, Eleftherios-Iordanis Christoforidis, Dimitrios Soudris:
DDOT: Data Driven Online Tuning for energy efficient acceleration. DAC 2020: 1-6 - [c289]Konstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris:
Resource-Aware MapReduce Runtime for Multi/Many-core Architectures. DATE 2020: 897-902 - [c288]Dimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris:
Automatic Generation of FPGA Kernels From Open Format CNN Models. FCCM 2020: 237 - [c287]Miltiadis G. Siavvas, Dimitrios Tsoukalas, Charalampos Marantos, Angeliki-Agathi Tsintzira, Marija Jankovic, Dimitrios Soudris, Alexander Chatzigeorgiou, Dionisis D. Kehagias:
The SDK4ED Platform for Embedded Software Quality Improvement - Preliminary Overview. ICCSA (4) 2020: 1035-1050 - [c286]George Lentaris, George Chatzitsompanis, Vasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris:
Combining Arithmetic Approximation Techniques for Improved CNN Circuit Design. ICECS 2020: 1-4 - [c285]Manolis Katsaragakis, Lazaros Papadopoulos, Mario Konijnenburg, Francky Catthoor, Dimitrios Soudris:
Memory Footprint Optimization Techniques for Machine Learning Applications in Embedded Systems. ISCAS 2020: 1-4 - [c284]Arsinoe Pnevmatikou, George Lentaris, Dimitrios Soudris, Nikos Kokkalis:
Fast Packet Classification using RISC-V and HyperSplit Acceleration on FPGA. ISCAS 2020: 1-5 - [c283]Asim Zoulkatni, Christoforos Kachris, Dimitrios Soudris:
Hardware Acceleration of Decision Tree Learning Algorithm. MOCAST 2020: 1-6 - [c282]Charalampos Marantos, Angeliki-Agathi Tsintzira, Lazaros Papadopoulos, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris:
Technical Debt Management and Energy Consumption Evaluation in Implantable Medical Devices: The SDK4ED Approach. SAMOS 2020: 348-358 - [c281]Ioannis Oroutzoglou, Dimosthenis Masouros, Konstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris:
Exploration of GPU sharing policies under GEMM workloads. SCOPES 2020: 66-69 - [c280]Sotirios Panagiotou, August Ernstsson, Johan Ahlqvist, Lazaros Papadopoulos, Christoph W. Kessler, Dimitrios Soudris:
Portable exploitation of parallel and heterogeneous HPC architectures in neural simulation using SkePU. SCOPES 2020: 74-77 - [c279]Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Interference-Aware Orchestration in Kubernetes. ISC Workshops 2020: 321-330 - [i5]Orestis Kaparounakis, Vasileios Tsoutsouras, Dimitrios Soudris, Phillip Stanley-Marbell:
Automated Physics-Derived Code Generation for Sensor Fusion and State Estimation. CoRR abs/2004.13873 (2020)
2010 – 2019
- 2019
- [j111]Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris:
Rusty: Runtime System Predictability Leveraging LSTM Neural Networks. IEEE Comput. Archit. Lett. 18(2): 103-106 (2019) - [j110]Konstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris:
LOOG: Improving GPU Efficiency With Light-Weight Out-Of-Order Execution. IEEE Comput. Archit. Lett. 18(2): 166-169 (2019) - [j109]Vasileios Leon, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi:
Energy-efficient VLSI implementation of multipliers with double LSB operands. IET Circuits Devices Syst. 13(6): 816-821 (2019) - [j108]George Chatzikonstantis, Harry Sidiropoulos, Christos Strydis, Mario Negrello, Georgios Smaragdos, Chris I. De Zeeuw, Dimitrios Soudris:
Multinode implementation of an extended Hodgkin-Huxley simulator. Neurocomputing 329: 370-383 (2019) - [j107]Michail Noltsis, Eleni Maragkoudaki, Dimitrios Rodopoulos, Francky Catthoor, Dimitrios Soudris:
Failure probability of a FinFET-based SRAM cell utilizing the most probable failure point. Integr. 69: 111-119 (2019) - [j106]Konstantinos Maragos, George Lentaris, Dimitrios Soudris:
In-the-Field Mitigation of Process Variability for Improved FPGA Performance. IEEE Trans. Computers 68(7): 1049-1063 (2019) - [j105]Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos, Lazaros Papadopoulos, Dimitrios Soudris:
A Message-Passing Microcoded Synchronization for Distributed Shared Memory Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(5): 975-979 (2019) - [j104]Georgios Zervakis, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi:
Multi-Level Approximate Accelerator Synthesis Under Voltage Island Constraints. IEEE Trans. Circuits Syst. II Express Briefs 66-II(4): 607-611 (2019) - [j103]George Lentaris, Konstantinos Maragos, Dimitrios Soudris, Xenophon Zabulis, Manolis I. A. Lourakis:
Single- and Multi-FPGA Acceleration of Dense Stereo Vision for Planetary Rovers. ACM Trans. Embed. Comput. Syst. 18(2): 16:1-16:27 (2019) - [j102]Michail Noltsis, Nikolaos Zambelis, Francky Catthoor, Dimitrios Soudris:
A Closed-Loop Controller to Ensure Performance and Temperature Constraints for Dynamic Applications. ACM Trans. Embed. Comput. Syst. 18(5): 40:1-40:24 (2019) - [j101]Farzad Samie, Vasileios Tsoutsouras, Lars Bauer, Sotirios Xydis, Dimitrios Soudris, Jörg Henkel:
Oops: Optimizing Operation-mode Selection for IoT Edge Devices. ACM Trans. Internet Techn. 19(2): 22:1-22:21 (2019) - [c278]Alexandros Neofytou, George Chatzikonstantis, Ioannis Magkanaris, Georgios Smaragdos, Christos Strydis, Dimitrios Soudris:
GPU Implementation of Neural-Network Simulations Based on Adaptive-Exponential Models. BIBE 2019: 339-343 - [c277]Ioannis Stratakos, Dimitrios Gourounas, Vasileios Tsoutsouras, Theodore L. Economopoulos, George K. Matsopoulos, Dimitrios Soudris:
Hardware Acceleration of Image Registration Algorithm on FPGA-based Systems on Chip. COINS 2019: 92-97 - [c276]Vasileios Leon, Konstantinos Asimakopoulos, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi:
Cooperative Arithmetic-Aware Approximation Techniques for Energy-Efficient Multipliers. DAC 2019: 160