Deepak Narayanan
8 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (8)
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Hot Topic Early Bird
Conferences
ICML (3)
NIPS (3)
OSDI (2)
Top co-authors
Keywords
model parallelism
(2)
deep neural network
(2)
multimodal learning
(1)
image synthesis
(1)
text-to-image generation
(1)
deep learning
(1)
parallel computing
(1)
dynamic programming
(1)
resource allocation
(1)
distributed training
(1)
model comparison
(1)
memory efficiency
(1)
image quality assessment
(1)
pipeline parallelism
(1)
memory optimization
(1)
throughput optimization
(1)
inference efficiency
(1)
cloud computing
(1)
cluster scheduling
(1)
job completion time
(1)
Papers
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
ICML 2025
MGit: A Model Versioning and Management System
ICML 2024
Holistic Evaluation of Text-to-Image Models
NIPS 2023
Kerveros: Efficient and Scalable Cloud Admission Control
OSDI 2023
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models
NIPS 2023
Memory-Efficient Pipeline-Parallel DNN Training
ICML 2021
Piper: Multidimensional Planner for DNN Parallelization
NIPS 2021
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads
OSDI 2020