Michael Kuchnik

According to our database, Michael Kuchnik authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Croissant: A Metadata Format for ML-Ready Datasets.

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu

CoRR, 2024

2022

Validating Large Language Models with ReLM.

Michael Kuchnik, Virginia Smith, George Amvrosiadis

CoRR, 2022

Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines.

Michael Kuchnik, Ana Klimovic, Jiri Simsa, Virginia Smith, George Amvrosiadis

Proceedings of Machine Learning and Systems 2022, 2022

2021

Progressive Compressed Records: Taking a Byte out of Deep Learning Data.

Michael Kuchnik, George Amvrosiadis, Virginia Smith

Proc. VLDB Endow., 2021

2020

File Systems Unfit as Distributed Storage Back Ends: Lessons from 10 Years of Ceph Evolution.

Abutalib Aghayev, Sage A. Weil, Michael Kuchnik, Mark Nelson, Greg Ganger, George Amvrosiadis

login Usenix Mag., 2020

The Case for Custom Storage Backends in Distributed Storage Systems.

Abutalib Aghayev, Sage A. Weil, Michael Kuchnik, Mark Nelson, Gregory R. Ganger, George Amvrosiadis

ACM Trans. Storage, 2020

2019

File systems unfit as distributed storage backends: lessons from 10 years of Ceph evolution.

Abutalib Aghayev, Sage A. Weil, Michael Kuchnik, Mark Nelson, Gregory R. Ganger, George Amvrosiadis

Proceedings of the 27th ACM Symposium on Operating Systems Principles, 2019

Efficient Augmentation via Data Subsampling.

Michael Kuchnik, Virginia Smith

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

The Atlas Cluster Trace Repository.

George Amvrosiadis, Michael Kuchnik, Jun Woo Park, Chuck Cranor, Gregory R. Ganger, Elisabeth Moore, Nathan DeBardeleben

login Usenix Mag., 2018