Haiyu Mao
Postdoctoral Researcher at ETH Zurich
ETZ H64, ETH Zurich
Gloriastrasse 35
8092 Zurich, Switzerland
Seeking faculty positions in computer architecture and systems
I am currently a postdoctoral researcher in the SAFARI Research Group led by Prof. Onur Mutlu at ETH Zurich. Before that, I was a Ph.D. in the Storage Group in the Department of Computer Science and Technology, Tsinghua University, and supervised by Prof. Jiwu Shu. I received my bachelor degree at Northeastern University in China.
My research interests are in the intersection between:
- Computer Architecture
- Memory Systems
- Processing-In-Memory (PIM)
- Processing-In-Storage (PIS)
- Bioinformatics
- Machine Learning
- Non-Volatile Memories (NVM)
- Memory Security
My current research topics mainly include:
- Full-stack acceleration for bioinformatics and machine learning applications via software-and-hardware co-design that explores a large design space to maximize benefits.
- Heterogeneous data-centric architecture that orchestrates advanced microarchitectures (e.g., NVM-based PIMs for string matching and vector-matrix multiplication operations, PIS microarchitectures, etc.) to harness the unique strengths of the microarchitectures.
Besides research, I like hiking, calligraphy, and delicious food!
news
Oct 11, 2023 | Our MICRO’23 paper “Swordfish: A Framework for Evaluating Deep Neural Network-based Basecalling using Computation-In-Memory with Non-Ideal Memristors” is online. |
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Jun 30, 2023 | Our Bioinformatics paper “RawHash: enabling fast and accurate real-time analysis of raw nanopore signals for large genomes” is online (Source code: https://github.com/CMU-SAFARI/RawHash). |
Aug 19, 2022 | Our ISCA’23 paper “Venice: Improving Solid-State Drive Parallelism at Low Cost via Conflict-Free Accesses” is online (Talk video: https://www.youtube.com/watch?v=jt1ivyFGKeQ). |
selected publications
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MICROLergan: A zero-free, low data movement and pim-based gan architectureIn 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture 2018