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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="chrome=1" />
<title>Maya Taylor</title>
<link rel="stylesheet" href="stylesheets/styles.css" />
<link rel="stylesheet" href="stylesheets/pygment_trac.css" />
<meta name="viewport" content="width=device-width" />
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</head>
<body>
<div class="wrapper">
<header>
<h1 style="font-size: 2.9em;">Maya Taylor</strong></h1>
<img
src="images/profile.jpg"
alt="Profile Photo"
class="profile-photo"
style="border: 4px solid rgb(71, 160, 215); border-radius: 50%; object-fit: cover;"
/>
<br />
<br />
<hr>
<p>
<strong
><a href="https://www.linkedin.com/in/mayantaylor/"
>LinkedIn</a
></strong
>
<br />
<strong><a href="https://github.com/mayantaylor">Github</a></strong>
<br />
<strong
><a href="https://www.krellinst.org/csgf/profile/taylor2024"
>DOE CSGF</a
></strong
>
<br />
<strong
><a href="https://scicomp.cs.illinois.edu/"
>Scientific Computing @ Illinois</a
></strong
>
<br />
<strong
><a href="http://charm.cs.illinois.edu/"
>Parallel Programming Laboratory</a
></strong
>
<br />
<hr>
<strong>mayat4[at]illinois[dot]edu</strong>
</p>
</header>
<section>
<h1>about me</h1>
<p>
I am a PhD Candidate in the Department of Computer Science
at the University of Illinois at Urbana-Champaign, advised by
<a href="https://lukeo.cs.illinois.edu/">Professor Luke Olson</a>.
</p>
<p>
My research interests are broadly in parallel computing and spatial dataflow architectures, and my
recent work focuses on sparse numerical algorithms for dataflow. In particular, I am interested
in porting algebraic multigrid methods to the <a href="https://www.cerebras.ai/">Cerebras</a> Wafer Scale Engine. I spent the first
couple years of my PhD in the Parallel Programming Laboratory, where I worked on load balancing
techniques for over-decomposed task-based systems.
</p>
<p>
I'm fortunate to be funded by the 2023-2024 <a href="https://siebelschool.illinois.edu/about/awards/graduate-fellowships-awards/andrew-shana-laursen-fellowship">Andrew & Shana Laursen</a>
Fellowship and the <a href="https://www.krellinst.org/csgf/profile/taylor2024">DOE Computational Science Graduate Fellowship</a>.
</p>
<!-- <p>
<strong><a href="blog.html">→ Read my thoughts and ramblings</a></strong>
</p>
-->
<h1>education</h1>
<p>
<strong>University of Illinois at Urbana-Champaign</strong><br />
PhD Candidate in Computer Science<br />
<em>2023 - Present, Champaign, IL</em>
</p>
<p>
<strong>Brown University</strong><br />
Bachelor of Science in Applied Math and Computer Science<br />
<em>2018 - 2022, Providence, RI</em> <br />
</p>
<!-- <p>
<strong>Albuquerque Academy</strong><br />
Highschool Class of 2018
</p> -->
<h1>publications</h1>
<p>
<strong>
<a href="https://arxiv.org/abs/2603.23343" target="_blank"
>
Numerical Kernels on a Spatial Accelerator: A Study of Tenstorrent Wormhole </a>
</strong><br />
M. Taylor, C. Pearson, L. Berger-Vergiat, G. Long, and J. Ciesko<br />
<em>2026 arXiv preprint</em>
</p>
<p>
<strong>
<a href="https://arxiv.org/abs/2603.23329" target="_blank"
>Communication-Aware Diffusion Load Balancing for Persistently Interacting Objects</a>
</strong><br />
M. Taylor, K. Chandrasekar, L. V. Kale<br />
<em>2026 PDSEC Workshop @ IPDPS</em>
</p>
<p>
<strong><a href="https://www.sandia.gov/app/uploads/sites/210/2025/12/CSRI-2025-proceedings_FINALDec1.pdf#page=414" target="_blank"
>Implementation of Conjugate Gradient Solver on Tenstorrent's Wormhole</a></strong><br />
M. Taylor, C. Pearson, L. Berger-Vergiat, and G. Long<br />
<em>Computer Science Research institute Summer Proceedings 2025, Sandia National Laboratories, Albuquerque, NM</em>
</p>
<p>
<strong><a href="https://arxiv.org/pdf/2411.18593" target="_blank"
>CkIO: Parallel File Input for Over-Decomposed Task-Based Systems</a></strong><br />
M. Jacob, M. Taylor, L. V. Kale<br />
<em>2024 arXiv preprint</em>
</p>
<h1>presentations and talks</h1>
<!--
<p>
<strong>
<a href="" target="_blank">
Sparse Matrix–Vector Multiplication for Algebraic Multigrid on the Cerebras Wafer-Scale Engine
</a>
</strong><br />
<em>CCIMM 2026</em>
</p> -->
<p>
<strong><a href="presentations/CSGF2026.pdf" target="_blank"
>
Spatial Dataflow at Wafer Scale: SpMV on the Cerebras WSE
</a>
</strong><br />
<em>2026 CSGF Program Review</em>
</p>
<p>
<strong><a href="presentations/IPDPS-phdforum-poster.pdf" target="_blank"
>
Mapping Unstructured Sparse Computation to Dataflow Architectures
</a></strong>
<a href="presentations/IPDPS_PhD_Forum-Abstract.pdf" target="_blank"
>(Abstract)
</a><br />
<em>IPDPS 2026 PhD Forum</em>
</p>
<p>
<strong>
<a href="presentations/IPDPS-Diffusion.pdf" target="_blank">
Communication-Aware Diffusion Load Balancing for Persistently Interacting Objects
</a>
</strong><br />
<em>2026 PDSEC Workshop @ IPDPS</em>
</p>
<p>
<strong><a href="https://github.com/charmplusplus/charm4py-tutorial2026/tree/main" target="_blank"
>Charm4Py: A Programming Model for Distributed Adaptive Python</a></strong><br />
<em>Tutorial @ IPDPS 2026</em>
</p>
<p>
<strong><a href="presentations/wormhole-richardson.pdf" target="_blank"
>Sparse Linear Solvers on Tenstorrent's Dataflow Architecture</a></strong><br />
<em>2025 CSGF Program Review</em>
</p>
<p>
<strong><a href="presentations/diffusion.pdf" target="_blank"
>Diffusion Load Balancing</a></strong><br />
<em>2025 JLESC Workshop</em>
</p>
<p>
<strong><a href="presentations/cerebras.pdf" target="_blank"
>Cerebras in HPC</a></strong><br />
<em>2024 UIUC CAP Seminar</em>
</p>
<p>
<strong> <a href="presentations/CkIO_JLESC.pdf" target="_blank"
>CkIO: Parallel File Input for Over-decomposed Systems</a
></strong><br />
<em>2024 JLESC Workshop</em>
</p>
<h1>service</h1>
<p>
<strong>JLESC 2024, JLESC 2025 </strong> <br />
Session Chair <br />
</p>
<p>
<strong>SC 2023, SC 2021</strong> <br />
Student Volunteer <br />
</p>
<h1>side quests</h1>
<p>
Outside of research, I am currently captain of the <a href="https://www.illinoismenace.com/">Illinois Women's Ultimate Frisbee team</a>. At Brown, I was junior and senior captain of the <a href="https://brownbears.com/sports/equestrian">Varsity Women's Equestrian team</a>.
</p>
<p>
I have also played classical violin for over 15 years, with particularly formative experiences in
the <a href="https://www.aysmusic.org">Albuquerque Youth Symphony</a>, and the <a href="https://orchestra.brown.edu/">Brown University Orchestra</a> and Chamber Music program.
I was a 2017-2018 AYS season <a href="https://www.youtube.com/watch?app=desktop&v=k3C1ItZh52k">concerto competition winner</a> and
member of the Spera Trio.
</p>
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