Upasana Sridhar

According to our database, Upasana Sridhar authored at least 11 papers between 2018 and 2025.

Collaborative distances:

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

2025

Gen-AI in a Bottle: Experiments with LLMs to Generate HPC Kernels.

Upasana Sridhar, Elliott Binder, Tze Meng Low

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

2024

SMaLL: Software for Rapidly Instantiating Machine Learning Libraries.

Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz

ACM Trans. Embed. Comput. Syst., May, 2024

Linear Algebra Approach for Directed Triad Counting and Enumeration.

Yuttapichai Kerdcharoen, Upasana Sridhar, Orathai Sangpetch, Tze Meng Low

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

2023

Reformulating the direct convolution for high-performance deep learning inference on ARM processors.

Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás

J. Syst. Archit., February, 2023

SMaLL: A Software Framework for portable Machine Learning Libraries.

Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz

CoRR, 2023

Exploiting Fusion Opportunities in Linear Algebraic Graph Query Engines.

Yuttapichai Kerdcharoen, Upasana Sridhar, Tze Meng Low

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2021

Fusing Non Element-wise Layers in DNNs.

Upasana Sridhar, Tze Meng Low, Martin D. Schatz

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite.

Ariful Azad, Mohsen Mahmoudi Aznaveh, Scott Beamer, Mark P. Blanco, Jinhao Chen, Luke D'Alessandro, Roshan Dathathri, Timothy A. Davis, Kevin Deweese, Jesun Firoz, Henry A. Gabb, Gurbinder Gill, Bálint Hegyi, Scott P. Kolodziej, Tze Meng Low, Andrew Lumsdaine, Tugsbayasgalan Manlaibaatar, Timothy G. Mattson, Scott McMillan, Ramesh Peri, Keshav Pingali, Upasana Sridhar, Gábor Szárnyas, Yunming Zhang, Yongzhe Zhang

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2019

Linear algebraic depth-first search.

Daniele G. Spampinato, Upasana Sridhar, Tze Meng Low

Proceedings of the 6th ACM SIGPLAN International Workshop on Libraries, 2019

Delta-Stepping SSSP: From Vertices and Edges to GraphBLAS Implementations.

Upasana Sridhar, Mark P. Blanco, Rahul Mayuranath, Daniele G. Spampinato, Tze Meng Low, Scott McMillan

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018

Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices.

Tze Meng Low, Daniele G. Spampinato, Anurag Kutuluru, Upasana Sridhar, Doru-Thom Popovici, Franz Franchetti, Scott McMillan

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018