Abdul Wasay

According to our database, Abdul Wasay authored at least 15 papers between 2014 and 2024.

Collaborative distances:

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

2024

MPIrigen: MPI Code Generation through Domain-Specific Language Models.

Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy G. Mattson, Gal Oren

CoRR, 2024

2023

Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks.

Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy G. Mattson, Gal Oren

CoRR, 2023

Scope is all you need: Transforming LLMs for HPC Code.

Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy G. Mattson, Gal Oren

CoRR, 2023

μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization.

Sanket Purandare, Abdul Wasay, Animesh Jain, Stratos Idreos

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Machine Programming: Turning Data into Programmer Productivity.

Abdul Wasay, Nesime Tatbul, Justin Gottschlich

Proc. VLDB Endow., 2022

Silhouette: Toward Performance-Conscious and Transferable CPU Embeddings.

Tarikul Islam Papon, Abdul Wasay

CoRR, 2022

2021

Deep Learning: Systems and Responsibility.

Abdul Wasay, Subarna Chatterjee, Stratos Idreos

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

More or Less: When and How to Build Convolutional Neural Network Ensembles.

Abdul Wasay, Stratos Idreos

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

MotherNets: Rapid Deep Ensemble Learning.

Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

Learning Data Structure Alchemy.

Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun

IEEE Data Eng. Bull., 2019

2018

The Periodic Table of Data Structures.

Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun

IEEE Data Eng. Bull., 2018

Rapid Training of Very Large Ensembles of Diverse Neural Networks.

Abdul Wasay, Yuze Liao, Stratos Idreos

CoRR, 2018

2017

Data Canopy: Accelerating Exploratory Statistical Analysis.

Abdul Wasay, Xinding Wei, Niv Dayan, Stratos Idreos

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2015

Queriosity: Automated Data Exploration.

Abdul Wasay, Manos Athanassoulis, Stratos Idreos

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Rethinking buffer management in data center networks.

Aisha Mushtaq, Asad Khalid Ismail, Abdul Wasay, Bilal Mahmood, Ihsan Ayyub Qazi, Zartash Afzal Uzmi

Proceedings of the ACM SIGCOMM 2014 Conference, 2014