1 code implementation • 17 Sep 2023 • Jesse Harte, Wouter Zorgdrager, Panos Louridas, Asterios Katsifodimos, Dietmar Jannach, Marios Fragkoulis
Sequential recommendation problems have received increasing attention in research during the past few years, leading to the inception of a large variety of algorithmic approaches.
no code implementations • 19 Jul 2022 • Ziyu Li, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos
Machine learning (ML) practitioners and organizations are building model zoos of pre-trained models, containing metadata describing properties of the ML models and datasets that are useful for reporting, auditing, reproducibility, and interpretability purposes.
no code implementations • 3 Aug 2020 • Marios Fragkoulis, Paris Carbone, Vasiliki Kalavri, Asterios Katsifodimos
Stream processing has been an active research field for more than 20 years, but it is now witnessing its prime time due to recent successful efforts by the research community and numerous worldwide open-source communities.
2 code implementations • 23 Feb 2018 • Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl
Third, we build the first benchmarking framework to define and test the sustainable performance of streaming systems.
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