Suhas Jayaram Subramanya
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(7)
🌉
Interdisciplinary Bridge
❓
The Questioner
Conferences
OSDI (2)
NIPS (1)
NSDI (1)
Top co-authors
Research topics
Keywords
deep learning
(1)
deep learning training
(1)
resource allocation
(1)
adaptive optimization
(1)
distributed storage
(1)
cluster scheduling
(1)
job completion time
(1)
fairness scheduling
(1)
approximate nearest neighbor search
(1)
data redundancy
(1)
disk-adaptive redundancy
(1)
storage cluster
(1)
disk failure rate
(1)
transition overload
(1)
disk failure
(1)
goodput optimization
(1)
large scale training
(1)
ssd-resident matrice
(1)
blas interface
(1)
linear algebra subroutine
(1)
Papers
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
OSDI 2021
PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy
OSDI 2020
DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node
NIPS 2019
BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
NSDI 2019