Dimitrios Soudris - researchr alias

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2023

Hardware Approximate Techniques for Deep Neural Network Accelerators: A SurveyGiorgos Armeniakos, Georgios Zervakis 0001, Dimitrios Soudris, Jörg Henkel. ACM Comput. Surv., 55(4), 2023. [doi]

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorchDimitrios Danopoulos, Georgios Zervakis 0001, Kostas Siozios, Dimitrios Soudris, Jörg Henkel. tcad, 42(6):2074-2078, June 2023. [doi]

Adjacent LSTM-Based Page Scheduling for Hybrid DRAM/NVM Memory SystemsManolis Katsaragakis, Konstantinos Stavrakakis, Dimosthenis Masouros, Lazaros Papadopoulos, Dimitrios Soudris. hipeac 2023: [doi]

Adrias: Interference-Aware Memory Orchestration for Disaggregated Cloud InfrastructuresDimosthenis Masouros, Christian Pinto, Michele Gazzetti, Sotirios Xydis, Dimitrios Soudris. hpca 2023: 855-869 [doi]

Thermal-Comfort Aware Online Co-Scheduling Framework for HVAC, Battery Systems, and Appliances in Smart BuildingsDaichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye. ieiceta, 106(5):698-706, May 2023. [doi]

2022

Cross-Layer Approximation For Printed Machine Learning CircuitsGiorgos Armeniakos, Georgios Zervakis 0001, Dimitrios Soudris, Mehdi B. Tahoori, Jörg Henkel. date 2022: 190-195 [doi]

LSTM Acceleration with FPGA and GPU Devices for Edge Computing Applications in B5G MECDimitrios Danopoulos, Ioannis Stamoulias, George Lentaris, Dimosthenis Masouros, Ioannis Kanaropoulos, Andreas Kosmas Kakolyris, Dimitrios Soudris. samos 2022: 406-419 [doi]

Sequence Clock: A Dynamic Resource Orchestrator for Serverless ArchitecturesIoannis Fakinos, Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. IEEEcloud 2022: 81-90 [doi]

Repurposing GPU Microarchitectures with Light-Weight Out-Of-Order ExecutionKonstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris. tpds, 33(2):388-402, 2022. [doi]

GPU accelerated blockchain over key-value database transactionsKonstantinos Iliakis, Konstantina Koliogeorgi, Antonios Litke, Theodora A. Varvarigou, Dimitrios Soudris. iet-blc, 2(1):1-12, 2022. [doi]

Enabling Large Scale Simulations for Particle AcceleratorsKonstantinos Iliakis, Helga Timko, Sotirios Xydis, Panagiotis Tsapatsaris, Dimitrios Soudris. tpds, 33(10):4425-4439, 2022. [doi]

A Methodology for enhancing Emergency Situational Awareness through Social MediaAntonios Karteris, Georgios Tzanos, Lazaros Papadopoulos, Konstantinos Demestichas, Dimitrios Soudris, Juliette Pauline Philibert, Carlos López Gómez. IEEEares 2022: [doi]

SGRM: Stackelberg Game-Based Resource Management for Edge Computing SystemsAntonis Karteris, Manolis Katsaragakis, Dimosthenis Masouros, Dimitrios Soudris. date 2022: 1203-1208 [doi]

Memory Management Methodology for Application Data Structure Refinement and Placement on Heterogeneous DRAM/NVM SystemsManolis Katsaragakis, Lazaros Papadopoulos, Christos Baloukas, Dimitrios Soudris. date 2022: 748-753 [doi]

Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data StructuresManolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor, Dimitrios Soudris. hipc 2022: 75-84 [doi]

GANDAFL: Dataflow Acceleration for Short Read Alignment on NGS DataKonstantina Koliogeorgi, Sotirios Xydis, Georgi Gaydadjiev, Dimitrios Soudris. TC, 71(11):3018-3031, 2022. [doi]

High Level Synthesis Acceleration of Change Detection in Multi-Temporal High Resolution Sentinel-2 Satellite ImagesKonstantina Koliogeorgi, Dimitris Mylonakis, Sotirios Xydis, Dimitrios Soudris. vlsi 2022: 1-6 [doi]

Translating quality-driven code change selection to an instance of multiple-criteria decision makingChristos P. Lamprakos, Charalampos Marantos, Miltiadis G. Siavvas, Lazaros Papadopoulos, Angeliki-Agathi Tsintzira, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dionysios D. Kehagias, Dimitrios Soudris. INFSOF, 145:106851, 2022. [doi]

The Impact of Dynamic Storage Allocation on CPython Execution Time, Memory Footprint and Energy Consumption: An Empirical StudyChristos P. Lamprakos, Lazaros Papadopoulos, Francky Catthoor, Dimitrios Soudris. samos 2022: 219-234 [doi]

Systematic Embedded Development and Implementation Techniques on Intel Myriad VPUsVasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris. vlsi 2022: 1-2 [doi]

Combining Fault Tolerance Techniques and COTS SoC Accelerators for Payload Processing in SpaceVasileios Leon, Elissaios-Alexios Papatheofanous, George Lentaris, Charalampos Bezaitis, Nikolaos Mastorakis, Georgios Bampilis, Dionysios I. Reisis, Dimitrios Soudris. vlsi 2022: 1-6 [doi]

Towards Employing FPGA and ASIP Acceleration to Enable Onboard AI/ML in Space ApplicationsVasileios Leon, George Lentaris, Dimitrios Soudris, Simon Vellas, Mathieu Bernou. vlsi 2022: 1-4 [doi]

MAx-DNN: Multi-Level Arithmetic Approximation for Energy-Efficient DNN Hardware AcceleratorsVasileios Leon, Georgios Makris, Sotirios Xydis, Kiamal Z. Pekmestzi, Dimitrios Soudris. lascas 2022: 1-4 [doi]

Decision support for GPU acceleration by predicting energy savings and programming effortCharalampos Marantos, Lazaros Papadopoulos, Angeliki-Agathi Tsintzira, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris. suscom, 34:100631, 2022. [doi]

SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable ApplicationsCharalampos 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. date 2022: 981-986 [doi]

Designing Application Analysis Tools for Cross-Device Energy Consumption EstimationCharalampos Marantos, Nikolaos Maidonis, Dimitrios Soudris. mocast 2022: 1-4 [doi]

EDEN: A High-Performance, General-Purpose, NeuroML-Based Neural SimulatorSotirios Panagiotou, Harry Sidiropoulos, Dimitrios Soudris, Mario Negrello, Christos Strydis. fini, 16:724336, 2022. [doi]

EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing SystemsLazaros 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. tpds, 33(4):792-804, 2022. [doi]

Improving the performance of RISC-V softcores on FPGA by exploiting PVT variability and DVFSEndri Taka, George Lentaris, Dimitrios Soudris. iscas 2022: 1595-1599 [doi]

HLF-Kubed: Blockchain-Based Resource Monitoring for Edge ClustersAchilleas Tzenetopoulos, Dimosthenis Masouros, Nikolaos Kapsoulis, Antonios Litke, Dimitrios Soudris, Theodora A. Varvarigou. ledger, 7, 2022. [doi]

Approximate computing, skeleton programming and run-time scheduling in an algorithm for process design and controllability in distributed and heterogeneous infrastructuresNikos Vasilas, Athanasios I. Papadopoulos, Lazaros Papadopoulos, Athanasios Salamanis, Panagiotis Kazepidis, Dimitrios Soudris, Dionisis D. Kehagias, Panos Seferlis. cce, 164:107874, 2022. [doi]

Towards making the most of NLP-based device mapping optimization for OpenCL kernelsPetros Vavaroutsos, Ioannis Oroutzoglou, Dimosthenis Masouros, Dimitrios Soudris. coins 2022: 1-6 [doi]

2021

Experience With Managing Technical Debt in Scientific Software Development Using the EXA2PRO FrameworkNikolaos Nikolaidis 0003, Dimitrios Zisis, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris. access, 9:72524-72534, 2021. [doi]

EVOLVE: HPC and cloud enhanced testbed for extracting value from large-scale diverse dataAntony Chazapis, Jean-Thomas Acquaviva, Angelos Bilas, Georgios Gardikis, Christos Kozanitis, Stelios Louloudakis, Huy Nam Nguyen, Christian Pinto, Arno Scharl, Dimitrios Soudris. cf 2021: 200-205 [doi]

Utilizing cloud FPGAs towards the open neural network standardDimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris. suscom, 30:100520, 2021. [doi]

Covid4HPC: A Fast and Accurate Solution for Covid Detection in the Cloud Using X-RaysDimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris. arc 2021: 327-336 [doi]

FPGA Acceleration of Generative Adversarial Networks for Image ReconstructionDimitrios Danopoulos, Konstantinos Anagnostopoulos, Christoforos Kachris, Dimitrios Soudris. mocast 2021: 1-5 [doi]

Resource Aware GPU Scheduling in Kubernetes InfrastructureAggelos Ferikoglou, Dimosthenis Masouros, Achilleas Tzenetopoulos, Sotirios Xydis, Dimitrios Soudris. hipeac 2021: [doi]

FPGA Acceleration of Short Read AlignmentKonstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris. HEART 2021: [doi]

FPGA acceleration in EVOLVE's Converged Cloud-HPC InfrastructureKonstantina Koliogeorgi, Fekhr Eddine Keddous, Dimosthenis Masouros, Antony Chazapis, Michelle Aubrun, Sotirios Xydis, Angelos Bilas, Romain Hugues, Jean-Thomas Acquaviva, Huy Nam Nguyen, Dimitrios Soudris. fpl 2021: 376-377 [doi]

The Known Unknowns: Discovering Trade-Offs Between Heterogeneous Code Changes - Invited PaperChristos P. Lamprakos, Charalampos Marantos, Lazaros Papadopoulos, Dimitrios Soudris. samos 2022: 342-353 [doi]

Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoCVasileios Leon, George Lentaris, Evangelos Petrongonas, Dimitrios Soudris, Gianluca Furano, Antonis Tavoularis, David Moloney. tecs, 20(3), 2021. [doi]

Development and Testing on the European Space-Grade BRAVE FPGAs: Evaluation of NG-Large Using High-Performance DSP BenchmarksVasileios Leon, Ioannis Stamoulias, George Lentaris, Dimitrios Soudris, David Gonzalez-Arjona, Ruben Domingo, David Merodio Codinachs, Isabelle Conway. access, 9:131877-131892, 2021. [doi]

Improving Power of DSP and CNN Hardware Accelerators Using Approximate Floating-point MultipliersVasileios Leon, Theodora Paparouni, Evangelos Petrongonas, Dimitrios Soudris, Kiamal Z. Pekmestzi. tecs, 20(5), 2021. [doi]

Exploiting the Potential of Approximate Arithmetic in DSP & AI Hardware AcceleratorsVasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris. fpl 2021: 263-264 [doi]

FPGA & VPU Co-Processing in Space Applications: Development and Testing with DSP/AI BenchmarksVasileios Leon, Charalampos Bezaitis, George Lentaris, Dimitrios Soudris, Dionysios I. Reisis, Elissaios-Alexios Papatheofanous, Angelos Kyriakos, Aubrey Dunne, Arne Samuelsson, David Steenari. icecsys 2021: 1-5 [doi]

ApproxQAM: High-Order QAM Demodulation Circuits with Approximate ArithmeticVasileios Leon, Ioannis Stratakos, Giorgos Armeniakos, George Lentaris, Dimitrios Soudris. mocast 2021: 1-5 [doi]

A PVT-Aware Voltage Scaling Method for Energy Efficient FPGAsKonstantinos Maragos, George Lentaris, Dimitrios Soudris. iscas 2021: 1-5 [doi]

A Flexible Tool for Estimating Applications Performance and Energy Consumption Through Static AnalysisCharalampos Marantos, Konstantinos Salapas, Lazaros Papadopoulos, Dimitrios Soudris. sncs, 2(1):21, 2021. [doi]

Rusty: Runtime Interference-Aware Predictive Monitoring for Modern Multi-Tenant SystemsDimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. tpds, 32(1):184-198, 2021. [doi]

Performance Analysis and Auto-tuning for SPARK in-memory analyticsDimitra Nikitopoulou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. date 2021: 76-81 [doi]

ParalOS: A Scheduling & Memory Management Framework for Heterogeneous VPUsEvangelos Petrongonas, Vasileios Leon, George Lentaris, Dimitrios Soudris. dsd 2021: 221-228 [doi]

Towards sharing one FPGA SoC for both low-level PHY and high-level AI/ML computing at the edgeIoannis Stratakos, Elissaios-Alexios Papatheofanous, Dimitrios Danopoulos, George Lentaris, Dionysios I. Reisis, Dimitrios Soudris. meditcom 2021: 76-81 [doi]

Process Variability Analysis in Interconnect, Logic, and Arithmetic Blocks of 16-nm FinFET FPGAsEndri Taka, Konstantinos Maragos, George Lentaris, Dimitrios Soudris. trets, 14(3), 2021. [doi]

Demonstration of FPGA-based A-IFoF/mmWave transceiver integration in mobile infrastructure for beyond 5G transportPanagiotis 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. ecoc 2021: 1-4 [doi]

FaaS and Curious: Performance Implications of Serverless Functions on Edge Computing PlatformsAchilleas Tzenetopoulos, Evangelos Apostolakis, Aphrodite Tzomaka, Christos Papakostopoulos, Konstantinos Stavrakakis, Manolis Katsaragakis, Ioannis Oroutzoglou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. supercomputer 2021: 428-438 [doi]

FADE: FaaS-inspired application decomposition and Energy-aware function placement on the EdgeAchilleas Tzenetopoulos, Charalampos Marantos, Giannos Gavrielides, Sotirios Xydis, Dimitrios Soudris. scopes 2021: 7-10 [doi]

Interference-Aware Workload Placement for Improving Latency Distribution of Converged HPC/Big Data Cloud InfrastructuresAchilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. samos 2022: 108-123 [doi]

Thermal Comfort Aware Online Energy Management Framework for a Smart Residential BuildingDaichi Watari, Ittetsu Taniguchi, Francky Catthoor, Charalampos Marantos, Kostas Siozios, Elham Shirazi, Dimitrios Soudris, Takao Onoye. date 2021: 535-538 [doi]

2020

Automatic Generation of FPGA Kernels From Open Format CNN ModelsDimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris. fccm 2020: 237 [doi]

Resource-Aware MapReduce Runtime for Multi/Many-core ArchitecturesKonstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris. date 2020: 897-902 [doi]

Scale-out beam longitudinal dynamics simulationsKonstantinos Iliakis, Helga Timko, Sotirios Xydis, Dimitrios Soudris. cf 2020: 29-38 [doi]

Analog fiber-wireless downlink transmission of IFoF/mmWave over in-field deployed legacy PON infrastructure for 5G fronthaulingKonstantina 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. jocnet, 12(10), 2020. [doi]

Exploiting the SoC FPGA Capabilities in the Control Architecture of a Quadruped RobotChrysostomos Karakasis, Konstantinos Machairas, Charalampos Marantos, Iosif S. Paraskevas, Evangelos Papadopoulos, Dimitrios Soudris. aimech 2020: 501-507 [doi]

Memory Footprint Optimization Techniques for Machine Learning Applications in Embedded SystemsManolis Katsaragakis, Lazaros Papadopoulos, Mario Konijnenburg, Francky Catthoor, Dimitrios Soudris. iscas 2020: 1-4 [doi]

High-Performance Vision-Based Navigation on SoC FPGA for Spacecraft Proximity OperationsGeorge Lentaris, Ioannis Stratakos, Ioannis Stamoulias, Dimitrios Soudris, Manolis I. A. Lourakis, Xenophon Zabulis. tcsv, 30(4):1188-1202, 2020. [doi]

Combining Arithmetic Approximation Techniques for Improved CNN Circuit DesignGeorge Lentaris, George Chatzitsompanis, Vasileios Leon, Kiamal Z. Pekmestzi, Dimitrios Soudris. icecsys 2020: 1-4 [doi]

Rapid Prototyping of Low-Complexity Orchestrator Targeting CyberPhysical Systems: The Smart-Thermostat UsecaseCharalampos Marantos, Kostas Siozios, Dimitrios Soudris. tcst, 28(5):1831-1845, 2020. [doi]

Technical Debt Management and Energy Consumption Evaluation in Implantable Medical Devices: The SDK4ED ApproachCharalampos Marantos, Angeliki-Agathi Tsintzira, Lazaros Papadopoulos, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Dimitrios Soudris. samos 2020: 348-358 [doi]

Exploration of GPU sharing policies under GEMM workloadsIoannis Oroutzoglou, Dimosthenis Masouros, Konstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris. scopes 2020: 66-69 [doi]

A novel simulator for extended Hodgkin-Huxley neural networksSotirios Panagiotou, Rene Miedema, Harry Sidiropoulos, Georgios Smaragdos, Christos Strydis, Dimitrios Soudris. bibe 2020: 395-402 [doi]

Portable exploitation of parallel and heterogeneous HPC architectures in neural simulation using SkePUSotirios Panagiotou, August Ernstsson, Johan Ahlqvist, Lazaros Papadopoulos, Christoph W. Kessler, Dimitrios Soudris. scopes 2020: 74-77 [doi]

Fast Packet Classification using RISC-V and HyperSplit Acceleration on FPGAArsinoe Pnevmatikou, George Lentaris, Dimitrios Soudris, Nikos Kokkalis. iscas 2020: 1-5 [doi]

Fast Operation Mode Selection for Highly Efficient IoT Edge DevicesFarzad Samie, Vasileios Tsoutsouras, Dimosthenis Masouros, Lars Bauer, Dimitrios Soudris, Jörg Henkel. tcad, 39(3):572-584, 2020. [doi]

The SDK4ED Platform for Embedded Software Quality Improvement - Preliminary OverviewMiltiadis G. Siavvas, Dimitrios Tsoukalas, Charalampos Marantos, Angeliki-Agathi Tsintzira, Marija Jankovic, Dimitrios Soudris, Alexander Chatzigeorgiou, Dionisis D. Kehagias. iccsa 2020: 1035-1050 [doi]

Interference-Aware Orchestration in KubernetesAchilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. supercomputer 2020: 321-330 [doi]

DDOT: Data Driven Online Tuning for energy efficient accelerationSotirios Xydis, Eleftherios-Iordanis Christoforidis, Dimitrios Soudris. dac 2020: 1-6 [doi]

Hardware Acceleration of Decision Tree Learning AlgorithmAsim Zoulkatni, Christoforos Kachris, Dimitrios Soudris. mocast 2020: 1-6 [doi]

2019

Multinode implementation of an extended Hodgkin-Huxley simulatorGeorge Chatzikonstantis, Harry Sidiropoulos, Christos Strydis, Mario Negrello, Georgios Smaragdos, Chris I. De Zeeuw, Dimitrios Soudris. ijon, 329:370-383, 2019. [doi]

Approximate Similarity Search with FAISS Framework Using FPGAs on the CloudDimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris. samos 2019: 373-386 [doi]

FPGA Acceleration of Approximate KNN Indexing on High- Dimensional VectorsDimitrios Danopoulos, Christoforos Kachris, Dimitrios Soudris. recosoc 2019: 59-65 [doi]

LOOG: Improving GPU Efficiency With Light-Weight Out-Of-Order ExecutionKonstantinos Iliakis, Sotirios Xydis, Dimitrios Soudris. cal, 18(2):166-169, 2019. [doi]

Dataflow Acceleration of Smith-Waterman with Traceback for High Throughput Next Generation SequencingKonstantina Koliogeorgi, Nils Voss, Sotiria Fytraki, Sotirios Xydis, Georgi Gaydadjiev, Dimitrios Soudris. fpl 2019: 74-80 [doi]

Modular FPGA Acceleration of Data Analytics in Heterogenous ComputingElias Koromilas, Christoforos Kachris, Dimitrios Soudris, Francisco J. Ballesteros, Patricio Martinez, Ricardo Jiménez-Peris. date 2019: 626-629 [doi]

Single- and Multi-FPGA Acceleration of Dense Stereo Vision for Planetary RoversGeorge Lentaris, Konstantinos Maragos, Dimitrios Soudris, Xenophon Zabulis, Manolis I. A. Lourakis. tecs, 18(2), 2019. [doi]

Energy-efficient VLSI implementation of multipliers with double LSB operandsVasileios Leon, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi. iet-cds, 13(6):816-821, 2019. [doi]

Cooperative Arithmetic-Aware Approximation Techniques for Energy-Efficient MultipliersVasileios Leon, Konstantinos Asimakopoulos, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi. dac 2019: 160 [doi]

In-the-Field Mitigation of Process Variability for Improved FPGA PerformanceKonstantinos Maragos, George Lentaris, Dimitrios Soudris. TC, 68(7):1049-1063, 2019. [doi]

Analysis of Performance Variation in 16nm FinFET FPGA DevicesKonstantinos Maragos, Endri Taka, George Lentaris, Ioannis Stratakos, Dimitrios Soudris. fpl 2019: 38-44 [doi]

PVT-Aware Sensing and Voltage Scaling for Energy Efficient FPGAsKonstantinos Maragos, George Lentaris, Dimitrios Soudris, Vasilis F. Pavlidis. fpga 2019: 190 [doi]

Rusty: Runtime System Predictability Leveraging LSTM Neural NetworksDimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. cal, 18(2):103-106, 2019. [doi]

Co-design Implications of Cost-effective On-demand Acceleration for Cloud Healthcare Analytics: The AEGLE approachDimosthenis Masouros, Konstantina Koliogeorgi, Georgios Zervakis, Alexandra Kosvyra, Achilleas Chytas, Sotirios Xydis, Ioanna Chouvarda, Dimitrios Soudris. date 2019: 622-625 [doi]

TF2FPGA: A Framework for Projecting and Accelerating Tensorflow CNNs on FPGA PlatformsSpyridon Mouselinos, Vasileios Leon, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi. mocast 2019: 1-4 [doi]

GPU Implementation of Neural-Network Simulations Based on Adaptive-Exponential ModelsAlexandros Neofytou, George Chatzikonstantis, Ioannis Magkanaris, Georgios Smaragdos, Christos Strydis, Dimitrios Soudris. bibe 2019: 339-343 [doi]

Oops: Optimizing Operation-mode Selection for IoT Edge DevicesFarzad Samie, Vasileios Tsoutsouras, Lars Bauer, Sotirios Xydis, Dimitrios Soudris, Jörg Henkel. ACM Trans. Internet Techn., 19(2), 2019. [doi]

Hardware Acceleration of Image Registration Algorithm on FPGA-based Systems on ChipIoannis Stratakos, Dimitrios Gourounas, Vasileios Tsoutsouras, Theodore L. Economopoulos, George K. Matsopoulos, Dimitrios Soudris. coins 2019: 92-97 [doi]

A Message-Passing Microcoded Synchronization for Distributed Shared Memory ArchitecturesZois-Gerasimos Tasoulas, Iraklis Anagnostopoulos, Lazaros Papadopoulos, Dimitrios Soudris. tcad, 38(5):975-979, 2019. [doi]

Multi-Level Approximate Accelerator Synthesis Under Voltage Island ConstraintsGeorgios Zervakis, Sotirios Xydis, Dimitrios Soudris, Kiamal Z. Pekmestzi. tcas, 66-II(4):607-611, 2019. [doi]

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