Search Results for author: Asterios Katsifodimos

Found 4 papers, 2 papers with code

Leveraging Large Language Models for Sequential Recommendation

1 code implementation17 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.

Sequential Recommendation

Metadata Representations for Queryable ML Model Zoos

no code implementations19 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.

Management

A Survey on the Evolution of Stream Processing Systems

no code implementations3 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.

Management

Benchmarking Distributed Stream Data Processing Systems

2 code implementations23 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.

Databases ieee.org

Cannot find the paper you are looking for? You can Submit a new open access paper.