Firas Abuzaid

According to our database, Firas Abuzaid authored at least 13 papers between 2015 and 2021.

Collaborative distances:

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

2021

DIFF: a relational interface for large-scale data explanation.

Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Ananthanarayan, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia

VLDB J., 2021

Don't Give Up on Large Optimization Problems; POP Them!

Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Matei Zaharia

CoRR, 2021

Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP.

Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.

Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

2019

To Index or Not to Index: Optimizing Exact Maximum Inner Product Search.

Firas Abuzaid, Geet Sethi, Peter Bailis, Matei Zaharia

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

MacroBase: Prioritizing Attention in Fast Data.

Firas Abuzaid, Peter Bailis, Jialin Ding, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri

ACM Trans. Database Syst., 2018

Filter Before You Parse: Faster Analytics on Raw Data with Sparser.

Shoumik Palkar, Firas Abuzaid, Peter Bailis, Matei Zaharia

Proc. VLDB Endow., 2018

DIFF: A Relational Interface for Large-Scale Data Explanation.

Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Anathanaraya, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia

Proc. VLDB Endow., 2018

2017

NoScope: Optimizing Deep CNN-Based Queries over Video Streams at Scale.

Daniel Kang, John Emmons, Firas Abuzaid, Peter Bailis, Matei Zaharia

Proc. VLDB Endow., 2017

Optimizing Deep CNN-Based Queries over Video Streams at Scale.

Daniel Kang, John Emmons, Firas Abuzaid, Peter Bailis, Matei Zaharia

CoRR, 2017

SimDex: Exploiting Model Similarity in Exact Matrix Factorization Recommendations.

Firas Abuzaid, Geet Sethi, Peter Bailis, Matei Zaharia

CoRR, 2017

2016

Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale.

Firas Abuzaid, Joseph K. Bradley, Feynman T. Liang, Andrew Feng, Lee Yang, Matei Zaharia, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Caffe con Troll: Shallow Ideas to Speed Up Deep Learning.

Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré

Proceedings of the Fourth Workshop on Data analytics in the Cloud, 2015