Aydin Buluc

Senior Scientist, Lawrence Berkeley National Lab

Adjunct Assistant Professor, University of California Berkeley

Joined

July 2019

Names

Aydin Buluc

Emails

****@eecs.berkeley.edu (Confirmed)

****@lbl.gov (Confirmed)

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

Senior Scientist

Lawrence Berkeley National Lab (lbl.gov)

2022 – Present

Adjunct Assistant Professor

University of California Berkeley (berkeley.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisee

Giulia Guidi

2017 – 2022

PhD Advisee

Benjamin Brock

2017 – 2022

PhD Advisor

John R Gilbert

2005 – 2010

Expertise

Scientific Computing

Present

Parallel Computing

Present

Graph algorithms

Present

Sparse matrix algorithms

Present

Publications

Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluc, James Demmel
- NeurIPS 2023 poster
- Readers: Everyone
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluç, James Demmel
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Space Efficient Sequence Alignment for SRAM-Based Computing: X-Drop on the Graphcore IPU
Luk Burchard, Max Xiaohang Zhao, Johannes Langguth, Aydin Buluç, Giulia Guidi
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Optimizing Search Layouts in Packed Memory Arrays
Brian Wheatman, Randal C. Burns, Aydin Buluç, Helen Xu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- ALENEX 2023
- Readers: Everyone
Extreme-scale many-against-many protein similarity search
Oguz Selvitopi, Saliya Ekanayake, Giulia Guidi, Muaaz G. Awan, Georgios A. Pavlopoulos, Ariful Azad, Nikos Kyrpides, Leonid Oliker, Katherine A. Yelick, Aydin Buluç
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU
Carl Yang, Aydin Buluç, John D. Owens
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ACM Trans. Math. Softw. 2022
- Readers: Everyone
Atos: A Task-Parallel GPU Scheduler for Graph Analytics
Yuxin Chen, Benjamin Brock, Serban D. Porumbescu, Aydin Buluç, Katherine A. Yelick, John D. Owens
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICPP 2022
- Readers: Everyone
Distributed-Memory Sparse Kernels for Machine Learning
Vivek Bharadwaj, Aydin Buluç, James Demmel
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IPDPS 2022
- Readers: Everyone
GraphBLAS on the Edge: High Performance Streaming of Network Traffic
Michael Jones, Jeremy Kepner, Daniel Andersen, Aydin Buluç, Chansup Byun, Kimberly C. Claffy, Timothy Davis, William Arcand, Jonathan Bernays, David Bestor, William Bergeron, Vijay Gadepally, Micheal Houle, Matthew Hubbell, Hayden Jananthan, Anna Klein, Chad R. Meiners, Lauren Milechin, Julie Mullen, Sandeep Pisharody et al. (8 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Parallel Algorithms for Masked Sparse Matrix-Matrix Products
Srdan Milakovic, Oguz Selvitopi, Israt Nisa, Zoran Budimlic, Aydin Buluç
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICPP 2022
- Readers: Everyone

View all 157 publications

Co-Authors

View all 217 co-authors