Computation-Cautious Machine Learning Systems.
Abdul Wasay.
Ph.D. Thesis. 2021.
μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization
Sanket Purandare,
Abdul Wasay , Stratos Idreos, and Animesh Jain.
Conference on Machine Learning and Systems
MLSys, 2023.
Machine Programming: Turning Data into Programmer Productivity.
Abdul Wasay, Nesime Tatbul, and Justin Gottschlich.
Conference on Very Large Databases
VLDB, 2022.
More or Less: When and How to Build Convolutional Neural Network Ensembles.
[demo] [poster]
Abdul Wasay and Stratos Idreos.
International Conference on Learning Representations
ICLR, 2021.
Deep Learning: Systems and Responsibility.
[video]
[bibliography]
Abdul Wasay, Subarna Chatterjee, and Stratos Idreos.
ACM International Conference on Management of Data
SIGMOD, 2021.
MotherNets: Rapid Deep Ensemble Learning.
[demo] [poster]
Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, and Stratos Idreos.
Conference on Machine Learning and Systems
MLSys, 2020.
Learning Data Structure Alchemy.
Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin,
Abdul Wasay, Brian Hentschel, Mike Kester, Niv Dayan, Demi Guo, Minseo Kang, and Yiyou Sun
Bulletin of the IEEE Computer Society Technical Committee on
Data Engineering, 2019.
The Periodic Table of Data Structures.
[website]
Stratos Idreos, Konstantinos Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas Maas, Wilson Qin,
Abdul Wasay, and Yiyou Sun.
Bulletin of the IEEE Computer Society Technical Committee on
Data Engineering, 2018.
Data Canopy: Accelerating Exploratory Statistical Analysis.
[website] [poster] [video]
Abdul Wasay, Xinding Wei, Niv Dayan, and Stratos Idreos.
ACM International Conference on Management of Data
SIGMOD, 2017.
Queriosity: Automated Data Exploration.
[website] [poster]
Abdul Wasay, Manos Athanassoulis, and Stratos Idreos.
IEEE International Congress on
BigData, 2015.
Rethinking Buffer Management in Data Center Networks.
Aisha Mushtaq, Asad Khalid Ismail,
Abdul Wasay, Bilal Mahmood, Ihsan Ayyub Qazi, and Zartash Afzal Uzmi.
ACM International Conference on Data Communications
SIGCOMM, 2014.