Relaxed Semantics Across the Data Analytics Stack

Informacje na temat projektu

RELAX

Identyfikator umowy o grant: 101072456

DOI

10.3030/101072456

Data podpisania przez KE 13 Lipca 2022

Data rozpoczęcia 1 Marca 2023

Data zakończenia 28 Lutego 2027

Finansowanie w ramach

• Marie Skłodowska-Curie Actions (MSCA)

Koszt całkowity

Brak danych

Wkład UE

€ 2 537 877,60

Koordynowany przez

CHALMERS TEKNISKA HOGSKOLA AB
Sweden

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Websites, patent fillings, videos etc. (1)

Web page

Web and Social Media Presence

Documents, reports (1)

Intermediate list of dissemination and exploitation of results, including communication activities (1)

Intermediate list of C/D/E activities (1)

Publikacje

Monographic books (1)

Selective parallel loading of large-scale compressed graphs with ParaGrapher

Autorzy: Koohi Esfahani, Mohsen; D'Antonio, Marco; Tauhidi, Syed; Mai, Thai Son; Vandierendonck, Hans
Opublikowane w: Koohi Esfahani , M , D'Antonio , M , Tauhidi , S , Mai , T S & Vandierendonck , H 2024 , Selective parallel loading of large-scale compressed graphs with ParaGrapher . Queen's University Belfast ., 2024
Wydawca: CORNELL UNIVERSITY
DOI: 10.48550/arXiv.2404.19735

Conference proceedings (9)

On-demand Memory Compression of Stream Aggregates through Reinforcement Learning

Autorzy: Jingyu Liu, Vincenzo Gulisano
Opublikowane w: Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
Wydawca: ACM
DOI: 10.1145/3676151.3719369

Certifiably Quantisation-Robust training and inference of Neural Networks

Autorzy: Hue Dang, Matthew Robert Wicker, Goetz Botterweck, Andrea Patane
Opublikowane w: The 28th International Conference on Artificial Intelligence and Statistics (AIStats), Numer PMLR 258:5104-5112, 2025
Wydawca: Proceedings of Machine Learning Research

Causal Banzhaf Value for Aggregate Query Explanations

Autorzy: Pouya Khani, Ira Assent
Opublikowane w: Proceedings of the 27th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2025) co-located with the 28th International Conference on Extending Database Technology and the 28th International Conference o, 2025
Wydawca: DOLAP

Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD

Autorzy: Jacob Garby, Philippas Tsigas
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2025: Parallel Processing, 2025, ISSN 1611-3349
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-99857-7_17

Relax and don't Stop: Graph-aware Asynchronous SSSP

Autorzy: Marco D'Antonio; Kåre von Geijer; Thai Son Mai; Philippas Tsigas; Hans Vandierendonck
Opublikowane w: Proceedings of the 1st FastCode Programming Challenge, 2025
DOI: 10.1145/3711708.3723446

Stochastic Weight Sharing for Bayesian Neural Networks

Autorzy: Moule Lin, Shuhao Guan, Weipeng Jing, Goetz Botterweck, Andrea Patane
Opublikowane w: The 28th International Conference on Artificial Intelligence and Statistics, Numer PMLR 258:4519-4527, 2025
Wydawca: Proceedings of Machine Learning Research

Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing

Autorzy: Vinh Quang Ngo, Marina Papatriantafilou
Opublikowane w: Proceedings of the 51st International Conference on Very Large Data Bases (VLDB 2025), PVLDB Volume 18,, Numer 9, 2025
Wydawca: Zenodo
DOI: 10.5281/ZENODO.15593109

Proceedings of the 1st FastCode Programming Challenge

Opublikowane w: 2025
Wydawca: ACM
DOI: 10.1145/3711708.3723446

Toward Efficient Asynchronous Single-Source Shortest Path

Autorzy: Marco D’Antonio, Thai Son Mai, Hans Vandierendonck
Opublikowane w: 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2025
Wydawca: IEEE
DOI: 10.1109/IPDPSW66978.2025.00220

Other (2)

Artifact of the paper: Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing

Autorzy: Vinh Quang Ngo, Marina Papatriantafilou
Opublikowane w: 51st International Conference on Very Large Data Bases, VLDB 2025, Numer PVLDB Volume 18, Numer 9, 2025
Wydawca: Proceedings of the 51st International Conference on Very Large Data Bases (VLDB 2025)
DOI: 10.5281/ZENODO.15593108

Artifact of the paper: interval-asynchrony: delimited intervals of localised asynchrony for fast parallel SGD

Autorzy: Jacob Garby, Philippas Tsigas 
Opublikowane w: Euro-Par 2025: Parallel Processing. Euro-Par 2025. Lecture Notes in Computer Science, Numer vol 15901, 2025
Wydawca: Springer
DOI: 10.5281/ZENODO.15576941

Peer reviewed articles (2)

WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting

Autorzy: Zichi Zhang, Tuan Dung Pham, Yimeng An, Ngoc Phu Doan, Majed Alsharari, Viet-Hung Tran, Anh-Tuan Hoang, Hans Vandierendonck, Son T. Mai
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 39, 2025, ISSN 2374-3468
Wydawca: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V39I21.34434

InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series

Autorzy: Viet-Hung Tran, Zichi Zhang, Tuan Dung Pham, Ngoc Phu Doan, Anh-Tuan Hoang, Peixin Li, Hans Vandierendonck, Ira Assent, Son T. Mai
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 39, 2025, ISSN 2374-3468
Wydawca: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V39I20.35387