Journals

• Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices
  Andreas Karatzas, Iraklis Anagnostopoulos
  IEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2024

• Pythia: An Edge First Agent for State Prediction in High-Dimensional Environments
  Andreas Karatzas, Iraklis Anagnostopoulos
  IEEE Embedded Systems Letters (IEEE ESL), 2024

• Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization
  Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jorg Henkel
  IEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2023

• Dynamic Image Difficulty-Aware DNN Pruning
  Vasileios Pentsos, Ourania Spantidi, Iraklis Anagnostopoulos
  Micromachines, 2023

• Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
  Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Jorg Henkel
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022

• Targeting DNN Inference via Efficient Utilization of Heterogeneous Precision DNN Accelerators
  Ourania Spantidi, Georgios Zervakis, Sami Alsalamin, Isai Roman-Ballesteros, Jorg Henkel, Iraklis Anagnostopoulos
  IEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2022

• A Pressure-Aware Policy for Contention Minimization on Multi-core Systems
  Shivam Kundan, Theodoros Marinakis, Iraklis Anagnostopoulos, Dimitri Kagaris
  ACM Transactions on Architecture and Code Optimization (ACM TACO), 2022

• Thermal-Aware Design for Approximate DNN Accelerators
  Georgios Zervakis, Iraklis Anagnostopoulos, Sami Alsalamin, Ourania Spantidi, Isai Roman-Ballesteros, Jorg Henkel, Hussam Amrouch
  IEEE Transactions on Computers (IEEE TC), 2022

• Energy Efficient Edge Computing Enabled by Satisfaction Games and Approximate Computing
  Nafis Irtija, Iraklis Anagnostopoulos, Georgios Zervakis, Eirini Eleni Tsiropoulou, Hussam Amrouch, Jorg Henkel
  IEEE Transactions on Green Communications and Networking (IEEE TGCN), 2021

• Impact of NCFET on Neural Network Accelerators
  Georgios Zervakis, Iraklis Anagnostopoulos, Sami Salamin, Yogesh S. Chauhan, Jorg Henkel, Hussam Amrouch
  IEEE Access, 2021

• Efficient Deployment of Spiking Neural Networks on SpiNNaker Neuromorphic Platform
  Ioannis Galanis, Iraklis Anagnostopoulos, Chinh Nguen, Guillermo Bares
  IEEE Transactions on Circuits and Systems II (IEEE TCAS-II), 2020

• Online Frequency-based Performance and Power Estimation for Clustered Multi-Processor Systems
  Shivam Kundan, Ourania Spantidi, Iraklis Anagnostopoulos
  Springer Computers and Electrical Engineering, 2020

• Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators
  Zois-Gerasimos Tasoulas, Georgios Zervakis, Iraklis Anagnostopoulos, Jorg Henkel
  IEEE Transactions on Circuits and Systems I: Regular Papers (IEEE TCAS-I), 2020

• NPU Thermal Management
  Hussam Amrouch, Georgios Zervakis, Sami Salamin, Hammam Kattan, Iraklis Anagnostopoulos, Jorg Henkel
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (ESWEEK Special Issue), 2020

• Edge-First Resource Management for Video-based Applications: A Face Detection Use-case
  Ioannis Galanis, Sai Saketh Nandan Perala, Lincoln Kinley, Iraklis Anagnostopoulos
  IEEE Embedded Systems Letters (IEEE ESL), 2020

• Meeting Power Constraints while Mitigating Contention on Clustered Multi-Processor Systems
  Theodoros Marinakis, Shivam Kundan, Iraklis Anagnostopoulos
  IEEE Embedded Systems Letters (IEEE ESL), 2019

• Performance and Fairness Improvement on CMPs Considering Bandwidth and Cache Utilization
  Theodoros Marinakis, Iraklis Anagnostopoulos
  IEEE Computer Architecture Letters (IEEE CAL), 2019

• Improving GPU Performance with a Power-Aware SM Allocation Methodology
  Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos
  MDPI Electronics Journal, 2019

• Kernel-based Resource Allocation for Improving GPU Throughput while Minimizing the Activity Divergence of SMs
  Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos
  IEEE Transactions on Circuits and Systems–I: Regular Papers (IEEE TCAS-I), 2019

• Performance and Aging Aware Resource Allocation for Concurrent GPU Applications under Process Variation
  Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos
  IEEE Transactions on Nanotechnology (IEEE TNANO), 2019

• Environmental-Based Speed Recommendation for Future Smart Cars
  Ioannis Galanis, Iraklis Anagnostopoulos, Priyaa Gurunathan, Dona Burkard
  Future Internet, 2019

• A Message-Passing Microcoded Synchronization for Distributed Shared Memory Architectures
  Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos, Lazaros Papadopoulos, Dimitrios Soudris
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2018

• Hierarchical Distributed Run-time Resource Management scheme for NoC based Many-Cores
  Vasileios Tsoutsouras, Iraklis Anagnostopoulos, Dimosthenis Masouros, Dimitiros Soudris
  ACM Transactions on Embedded Computing Systems (ACM TECS), 2018

• Improving dynamic memory allocation on many-core embedded systems with distributed shared memory
  Ioannis Koutras, Iraklis Anagnostopoulos, Alexandros Bartzas, Dimitrios Soudris
  IEEE Embedded Systems Letters (IEEE ESL), 2016

• Power-aware dynamic memory management on many-core platforms utilizing DVFS
  Iraklis Anagnostopoulos, Jean-Michel Chabloz, Ioannis Koutras, Alexandros Bartzas, Ahmed Hemani, Dimitrios Soudris
  ACM Transactions on Embedded Computing Systems (TECS), 2013

• High-level customization framework for application-specific NoC architectures
  Iraklis Anagnostopoulos, Alexandros Bartzas, Iason Filippopoulos, Dimitrios Soudris
  Springer Design Automation for Embedded Systems, 2012

• Custom microcoded dynamic memory management for distributed on-chip memory organizations
  Iraklis Anagnostopoulos, Sotirios Xydis, Alexandros Bartzas, Zhonghai Lu, Dimitrios Soudris, Axel Jantsch
  IEEE Embedded Systems Letters (IEEE ESL), 2011

Conferences

• MapFormer: Attention-based multi-DNN Manager for Throughput & Power Co-optimization on Embedded Devices
  Andreas Karatzas, Iraklis Anagnostopoulos
  IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2024

• Carbon-Aware Design of DNN Accelerators: Bridging Performance and Sustainability
  Aikaterini Maria Panteleaki, Iraklis Anagnostopoulos
  IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2024

• The Perfect Match: Selecting Approximate Multipliers for Energy-Efficient Neural Network Inference
  Ourania Spantidi, Iraklis Anagnostopoulos
  Workshop on Resource-Constraint Machine Learning (RCML) co-hosted with IEEE International Conference on High Performance Switching and Routing (HPSR), 2023

• OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload
  Andreas Karatzas, Iraklis Anagnostopoulos
  IEEE/ACM Design Automation Conference 2023 (DAC), 2023

• Automated Energy-Efficient DNN Compression under Fine-Grain Accuracy Constraints
  Ourania Spantidi, Iraklis Anagnostopoulos
  Best Paper Award, Conference on Design, Automation and Test in Europe (DATE), 2023

• How much is too much error? Analyzing the impact of approximate multipliers on DNNs
  Ourania Spantidi, Iraklis Anagnostopoulos
  International Symposium on Quality Electronic Design (ISQED), 2022

• Fair Scheduling Through Collaborative Filtering on Multicore Systems
  Ourania Spantidi, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2022

• Positive/Negative Approximate Multipliers for DNN Accelerators
  Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jorg Henkel
  IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2021

• Control Variate Approximation for DNN Accelerators
  Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Hussam Amrouch, Jorg Henkel
  IEEE/ACM Design Automation Conference (DAC), 2021

• Priority-Aware Scheduling Under Shared-Resource Contention on Chip Multicore Processors
  Shivam Kundan, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2021

• Reliability-Aware Quantization for Anti-Aging NPUs
  Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Joerg Henkel, Hussam Amrouch
  Conference on Design, Automation and Test in Europe (DATE), 2021

• Efficient Resource Management of Clustered Multi-Processor Systems Through Formal Property Exploration
  Ourania Spantidi, Iraklis Anagnostopoulos, Georgios Fainekos
  Conference on Design, Automation and Test in Europe (DATE), 2021

• Prognostics and Health Management Data Handling by Critical Tasks on Multi-Core Platforms
  Iraklis Anagnostopoulos, Dimitri Kagaris, Jeff Schmidt
  International Conference on Electronics Circuits and Systems (ICECS), IEEE, 2020

• Inference and Energy Efficient Design of Deep Neural Networks for Embedded Devices
  Ioannis Galanis, Iraklis Anagnostopoulos, Chinh Nguyen, Guillermo Bares, Dona Burkard
  IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2020

• Frequency-based Power Efficiency Improvement of CNNs on Heterogeneous IoT Computing Systems
  Ourania Spantidi, Ioannis Galanis, Iraklis Anagnostopoulos
  IEEE World Forum on The Internet of Things (WF-IoT), 2020

• Adaptive Approximate Computing on Hardware Accelerators Targeting Internet-of-Things
  Jonathan Dickerson, Ioannis Galanis, Zois-Gerasimos Tasoulas, Lincoln Kinley, Iraklis Anagnostopoulos
  IEEE World Forum on The Internet of Things (WF-IoT), 2020

• A Machine Learning Approach For Improving Power Efficiency on Clustered Multi-Processor System
  Shivam Kundan, Iraklis Anagnostopoulos
  International Symposium on Circuits and Systems (ISCAS), 2020

• ARIAN: A scalable method for Adding aRbItrAry Numbers on modern processors
  Konstantinos Poulos, Iraklis Anagnostopoulos, Themistoklis Haniotakis
  International Symposium on Circuits and Systems (ISCAS), 2020

• Workload-aware Management Targeting Multi-Gateway Internet-of-Things
  Ioannis Galanis, Theodoros Marinakis, Iraklis Anagnostopoulos
  ACM International Conference on Omni-layer Intelligent Systems (COINS), 2019

• Optimizing Performance of GPU Applications with SM Activity Divergence Minimization
  Zois-Gerasimos Tasoulas, Iraklis Anagnostopoulos
  IEEE International Conference on Electronics Circuits and Systems (ICECS), 2018

• DROP: Distributed Run-Time and Power Constraint Mapping for Many-Core Systems
  Mohammad Mohammad, Iraklis Anagnostopoulos
  IEEE International Conference on Electronics Circuits and Systems (ICECS), 2018

• Performance-based and Aging-aware Resource Allocation for Concurrent GPU Applications
  Zois-Gerasimos Tasoulas, Ryan Guss, Iraklis Anagnostopoulos
  IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2018

• SPA: Simple Pool Architecture for Application Resource Allocation in Many-Core Systems
  Jayasimha Sai Koduri, Iraklis Anagnostopoulos
  IEEE Conference on Design, Automation and Test in Europe (DATE), 2018

• Throughput Optimization and Resource Allocation on GPUs under Multi-Application Execution
  Srinivasa Reddy Punyala, Theodoros Marinakis, Arash Komaee, Iraklis Anagnostopoulos
  IEEE Conference on Design, Automation and Test in Europe (DATE), 2018

• Fog Computing and Efficient Resource Management in the Era of Internet-of-Video Things (IoVT)
  Sai Saketh Nandan Perala, Ioannis Galanis, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2018

• Weather-based Road Condition Estimation in the Era of Internet-of-Vehicles (IoV)
  Ioannis Galanis, Priyaa Gurunathan, Dona Burkard, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2018

• Performance-aware Resource Management of Multi-threaded Applications on Many-Core Systems
  Daniel Olsen, Iraklis Anagnostopoulos
  ACM Great Lakes Symposium on VLSI (GLSVLSI), 2017

• An Efficient and Fair Scheduling Policy for Multiprocessor Platforms
  Theodoros Marinakis, Alexandros-Herodotos Haritatos, Konstantinos Nikas, Georgios Goumas, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2017

• Application Resource Management for Exploitation of Non-Volatile Memory in Many-Core Systems
  Setareh Behroozi, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2017

• A Multi-agent Based System for Run-Time Distributed Resource Management
  Ioannis Galanis, Daniel Olsen, Iraklis Anagnostopoulos
  IEEE International Symposium on Circuits and Systems (ISCAS), 2017

• Agora: Agent and Market-Based Resource Management for Many-Core Systems
  Themistoklis Melissaris, Iraklis Anagnostopoulos, Dimitrios Soudris, Dionysios Reisis
  IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2016

• A Map-Reduce Framework Implementation for Network-on-Chip Platforms
  Konstantinos Gyftakis, Iraklis Anagnostopoulos, Dimitrios Soudris, Dionysios Reisis
  IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2014

• Distributed Run-Time Resource Management for Malleable Applications on Many-Core Platforms
  Iraklis Anagnostopoulos, Vasileios Tsoutsouras, Alexandros Bartzas, Dimitrios Soudris
  ACM/IEEE Proceedings of the 50th Annual Design Automation Conference (DAC), 2013

• A Divide and Conquer Based Distributed Run-Time Mapping Methodology for Many-Core Platforms
  Iraklis Anagnostopoulos, Alexandros Bartzas, Georgios Kathareios, Dimitrios Soudris
  IEEE Proceedings of the Conference on Design, Automation and Test in Europe (DATE), 2012

• Spartan Project: Efficient Implementation of Computer Vision Algorithms onto Reconfigurable Platform Targeting Space Applications
  Kostas Siozios, Dionysios Diamantopoulos, Ioannis Kostavelis, Evangelos Boukas, Lazaros Nalpantidis, Dimitrios Soudris, Antonios Gasteratos, Marcos Avilés, Iraklis Anagnostopoulos
  IEEE International Workshop on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), 2011

• Parallel Programming and Run-Time Resource Management Framework for Many-Core Platforms: The 2PARMA Approach
  Cristina Silvano, William Fornaciari, S. Crespi Reghizzi, Giovanni Agosta, Gianluca Palermo, Vittorio Zaccaria, Patrick Bellasi, Fabrizio Castro, Simone Corbetta, Ettore Speziale, et al.
  IEEE International Workshop on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), 2011

• Runtime Resource Management Techniques for Many-Core Architectures: The 2PARMA Approach
  Alexandros Bartzas, Patrick Bellasi, Iraklis Anagnostopoulos, Cristina Silvano, William Fornaciari, Dimitrios Soudris, Diego Melpignano, Chantal Ykman-Couvreur
  IEEE Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), Invited Paper, 2011

• Multiple VDD on 3D NoC Architectures
  Kostas Siozios, Iraklis Anagnostopoulos, Dimitrios Soudris
  IEEE International Conference on Electronics, Circuits, and Systems (ICECS), 2010

• Custom Multi-Threaded Dynamic Memory Management for Multiprocessor System-on-Chip Platforms
  Sotirios Xydis, Alexandros Bartzas, Iraklis Anagnostopoulos, Dimitrios Soudris, Kiamal Pekmestzi
  IEEE International Conference on Embedded Computer Systems (SAMOS), 2010

• Mapping Optimisation for Scalable Multi-Core Architecture: The MOSART Approach
  Bernard Candaele, Sylvain Aguirre, Michel Sarlotte, Iraklis Anagnostopoulos, Sotirios Xydis, Alexandros Bartzas, Dimitris Bekiaris, Dimitrios Soudris, Zhonghai Lu, Xiaowen Chen, et al.
  IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2010

• Systematic Exploration of Energy-Efficient Application-Specific Network-on-Chip Architectures
  Iasonas Filippopoulos, Iraklis Anagnostopoulos, Alexandros Bartzas, Dimitrios Soudris, George Economakos
  IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2010

• A High-Level Mapping Algorithm Targeting 3D NoC Architectures with Multiple VDD
  Kostas Siozios, Iraklis Anagnostopoulos, Dimitrios Soudris
  IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2010

• Application-Specific Temperature Reduction Systematic Methodology for 2D and 3D Networks-on-Chip
  Iraklis Anagnostopoulos, Alexandros Bartzas, Dimitrios Soudris
  International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS), 2009

• Node Resource Management for DSP Applications on 3D Network-on-Chip Architecture
  Iraklis Anagnostopoulos, Alexandros Bartzas, Ioannis Vourkas, Dimitrios Soudris
  IEEE International Conference on Digital Signal Processing (DSP), 2009

Book Editor

• Trusted Computing for Embedded Systems
  Bernard Candaele, Dimitrios Soudris, Iraklis Anagnostopoulos
  Springer, 2015

Book Chapters

• Enabling Efficient Inference of Convolutional Neural Networks via Approximation
  Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jorg Henkel
  In Approximate Computing, Springer 2022

• Edge Computing and Efficient Resource Management for Integration of Video Devices in Smart Grid Deployments
  Ioannis Galanis, Sai Saketh Nandan Perala, Iraklis Anagnostopoulos
  In IoT Platforms Targeting Smart-Grid, Springer, 2018

• Middleware Memory Management in NoC
  Iraklis Anagnostopoulos, Sotirios Xydis, Alexandros Bartzas, Zhonghai Lu, Dimitrios Soudris
  In Designing 2D and 3D Network-on-Chip Architectures, Springer, 2014

• Mapping Optimisation for Scalable Multi-core Architecture: The MOSART Approach
  Bernard Candaele, Sylvain Aguirre, Michel Sarlotte, Iraklis Anagnostopoulos, Sotirios Xydis, Alexandros Bartzas, Dimitris Bekiaris, Dimitrios Soudris, Zhonghai Lu, Xiaowen Chen, et al.
  In VLSI 2010 Annual Symposium, Springer, 2011

• Application-Specific Multi-Threaded Dynamic Memory Management
  Sotirios Xydis, Alexandros Bartzas, Iraklis Anagnostopoulos, Dimitrios Soudris
  In Scalable Multi-core Architectures: Design Methodologies and Tools, Springer, 2011