Upasana Sridhar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Semistructured Databases

Machine Learning

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz
SMaLL: Software for Rapidly Instantiating Machine Learning Libraries. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Yuttapichai Kerdcharoen, Upasana Sridhar, Tze Meng Low
Exploiting Fusion Opportunities in Linear Algebraic Graph Query Engines. HPEC (2023)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
Reformulating the direct convolution for high-performance deep learning inference on ARM processors. J. Syst. Archit. 135 (2023)
Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz
SMaLL: A Software Framework for portable Machine Learning Libraries. CoRR (2023)
Upasana Sridhar, Tze Meng Low, Martin D. Schatz
Fusing Non Element-wise Layers in DNNs. HPEC (2021)
Ariful Azad, Mohsen Mahmoudi Aznaveh, Scott Beamer, Mark P. Blanco, Jinhao Chen, Luke D'Alessandro, Roshan Dathathri, Tim 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
Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite. IISWC (2020)
Upasana Sridhar, Mark P. Blanco, Rahul Mayuranath, Daniele G. Spampinato, Tze Meng Low, Scott McMillan
Delta-Stepping SSSP: From Vertices and Edges to GraphBLAS Implementations. IPDPS Workshops (2019)
Upasana Sridhar, Mark P. Blanco, Rahul Mayuranath, Daniele G. Spampinato, Tze Meng Low, Scott McMillan
Delta-stepping SSSP: from Vertices and Edges to GraphBLAS Implementations. CoRR (2019)
Daniele G. Spampinato, Upasana Sridhar, Tze Meng Low
Linear algebraic depth-first search. ARRAY@PLDI (2019)
Tze Meng Low, Daniele G. Spampinato, Anurag Kutuluru, Upasana Sridhar, Doru-Thom Popovici, Franz Franchetti, Scott McMillan
Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices. HPEC (2018)