Amar Phanishayee
14 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (7)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(11)
🐝
Cross-Pollinator
(7)
🏆
Keyword Champion
(2)
💎
Century Club
(14)
🗃️
Keyword Collector
(57)
Conferences
ICML (7)
NSDI (3)
NIPS (2)
OSDI (2)
Top co-authors
Keywords
deep neural network
(4)
model parallelism
(3)
resource allocation
(2)
job completion time
(2)
cluster scheduling
(2)
dynamic programming
(1)
parallel computing
(1)
deep learning
(1)
convolutional neural network
(1)
online algorithm
(1)
batch processing
(1)
distributed computing
(1)
memory efficiency
(1)
fair allocation
(1)
throughput optimization
(1)
memory optimization
(1)
pipeline parallelism
(1)
non-iid datum
(1)
heterogeneous computing
(1)
distributed training
(1)
Papers
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
ICML 2025
MGit: A Model Versioning and Management System
ICML 2024
Integrated Hardware Architecture and Device Placement Search
ICML 2024
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving
ICML 2024
Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters
OSDI 2022
Piper: Multidimensional Planner for DNN Parallelization
NIPS 2021
Memory-Efficient Pipeline-Parallel DNN Training
ICML 2021
Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size
ICML 2021
Efficient Algorithms for Device Placement of DNN Graph Operators
NIPS 2020
The Non-IID Data Quagmire of Decentralized Machine Learning
ICML 2020
Themis: Fair and Efficient GPU Cluster Scheduling
NSDI 2020
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads
OSDI 2020
RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks
NSDI 2017
Bolt: Data Management for Connected Homes
NSDI 2014