Towards making the most of NLP-based device mapping optimization for OpenCL kernels. - Petros Vavaroutsos; Ioannis Oroutzoglou; Dimosthenis Masouros; Dimitrios Soudris (COINS, 2022)

HSP-TL: A Deep Metric Learning Model with Triplet Loss for Hit Song Prediction. - Petros Vavaroutsos; Pantelis Vikatos (EUSIPCO, 2023)

SLO-aware GPU Frequency Scaling for Energy Efficient LLM Inference Serving. - Andreas Kosmas Kakolyris; Dimosthenis Masouros; Petros Vavaroutsos; Sotirios Xydis; Dimitrios Soudris (CoRR, 2024)

throttLL'eM: Predictive GPU Throttling for Energy Efficient LLM Inference Serving. - Andreas Kosmas Kakolyris; Dimosthenis Masouros; Petros Vavaroutsos; Sotirios Xydis; Dimitrios Soudris (HPCA, 2025)