Defect Recognition in High-Pressure Die-Casting Parts Using Neural Networks and Transfer Learning
Andriosopoulou, Georgia, Mastakouris, Andreas, Masouros, Dimosthenis, Benardos, Panorios, Vosniakos, George-Christopher, Soudris, Dimitrios
Published in Metals (Basel ) (01.06.2023)
Published in Metals (Basel ) (01.06.2023)
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Journal Article
FEARLESS: A Federated Reinforcement Learning Orchestrator for Serverless Edge Swarms
Sad, Christos, Masouros, Dimosthenis, Siozios, Kostas
Published in IEEE embedded systems letters (05.06.2024)
Published in IEEE embedded systems letters (05.06.2024)
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Journal Article
SLO-Aware GPU DVFS for Energy-Efficient LLM Inference Serving
Kakolyris, Andreas Kosmas, Masouros, Dimosthenis, Xydis, Sotirios, Soudris, Dimitrios
Published in IEEE computer architecture letters (01.07.2024)
Published in IEEE computer architecture letters (01.07.2024)
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Journal Article
DVFaaS: Leveraging DVFS for FaaS workflows
Tzenetopoulos, Achilleas, Masouros, Dimosthenis, Soudris, Dimitrios, Xydis, Sotirios
Published in IEEE computer architecture letters (01.07.2023)
Published in IEEE computer architecture letters (01.07.2023)
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Journal Article
Rusty: Runtime System Predictability Leveraging LSTM Neural Networks
Masouros, Dimosthenis, Xydis, Sotirios, Soudris, Dimitrios
Published in IEEE computer architecture letters (01.07.2019)
Published in IEEE computer architecture letters (01.07.2019)
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Journal Article
Fast Operation Mode Selection for Highly Efficient IoT Edge Devices
Samie, Farzad, Tsoutsouras, Vasileios, Masouros, Dimosthenis, Bauer, Lars, Soudris, Dimitrios, Henkel, Jorg
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.03.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.03.2020)
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Journal Article
Adrias: Interference-Aware Memory Orchestration for Disaggregated Cloud Infrastructures
Masouros, Dimosthenis, Pinto, Christian, Gazzetti, Michele, Xydis, Sotirios, Soudris, Dimitrios
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
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Conference Proceeding
CollectiveHLS: Ultrafast Knowledge-Based HLS Design Optimization
Ferikoglou, Aggelos, Kakolyris, Andreas, Kypriotis, Vasilis, Masouros, Dimosthenis, Soudris, Dimitrios, Xydis, Sotirios
Published in IEEE embedded systems letters (01.06.2024)
Published in IEEE embedded systems letters (01.06.2024)
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Journal Article
Decoupled Access-Execute Enabled DVFS for TinyML Deployments on STM32 Microcontrollers
Alvanaki, Elisavet Lydia, Katsaragakis, Manolis, Masouros, Dimosthenis, Xydis, Sotirios, Soudris, Dimitrios
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
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Conference Proceeding
COMPSYS 2023 Invited Speaker Towards ML-Driven Resource Orchestration in Disaggregated Memory Systems: Challenges and Opportunities
Masouros, Dimosthenis
Published in 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2023)
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Conference Proceeding
RoaD-RuNNer: Collaborative DNN partitioning and offloading on heterogeneous edge systems
Kakolyris, Andreas Kosmas, Katsaragakis, Manolis, Masouros, Dimosthenis, Soudris, Dimitrios
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Hardware-Accelerated FaaS for the Edge-Cloud Continuum
Nanos, Anastasios, Kretsis, Aristotelis, Mainas, Charalampos, Ntouskos, George, Ferikoglou, Aggelos, Danopoulos, Dimitrios, Kokkinis, Argyris, Masouros, Dimosthenis, Siozios, Kostas, Soumplis, Polyzois, Kokkinos, Panagiotis, Olmos, Juan Jose Vegas, Varvarigos, Emmanouel
Published in 2023 IEEE 31st International Conference on Network Protocols (ICNP) (10.10.2023)
Published in 2023 IEEE 31st International Conference on Network Protocols (ICNP) (10.10.2023)
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Conference Proceeding
Interference-Aware Workload Placement for Improving Latency Distribution of Converged HPC/Big Data Cloud Infrastructures
Tzenetopoulos, Achilleas, Masouros, Dimosthenis, Xydis, Sotirios, Soudris, Dimitrios
Published in Embedded Computer Systems: Architectures, Modeling, and Simulation (2022)
Published in Embedded Computer Systems: Architectures, Modeling, and Simulation (2022)
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Book Chapter