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:page_facing_up: :cn: :page_with_curl: 论文阅读笔记(分布式系统、虚拟化、机器学习)Papers Notebook (Distributed System, Virtualization, Machine Learning)
https://github.com/dyweb/papers-notebook/issues?utf8=%E2%9C%93&q=is%3Aissue+is%3Aopen+-label%3ATODO-%E6%9C%AA%E8%AF%BB
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opened
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0
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1
MLPerf Training Benchmark
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A Survey of Techniques for Optimizing Deep Learning on GPUs
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The OoO VLIW JIT Compiler for GPU Inference
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Optuna: A Next-generation Hyperparameter Optimization Framework
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9
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4
Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training
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0
GaiaGPU: Sharing GPUs in Container Clouds
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7
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0
A Generic Communication Scheduler for Distributed DNN Training Acceleration
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6
Parity Models: Erasure-Coded Resilience for Prediction Serving Systems
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Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform
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Replication in the era of microservices
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Optimizing Deep Learning Computation with Automated Generation of Graph Substitutions
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Nexus: A GPU Cluster Engine for Accelerating Neural Networks Based Video Analysis
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0
AutoML: A Survey of the State-of-the-Art
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opened
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0
Update README.md
#170
sofkyle
closed
4 years ago
0
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Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
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opened
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0
Swayam: Distributed Autoscaling to Meet SLAs of MachineLearning Inference Services with Resource Efficiency
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gaocegege
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1
Nexus: A GPU Cluster for Accelerating Neural Networks for Video Analysis
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gaocegege
closed
4 years ago
1
BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services
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0
Continuous Deployment of Machine Learning Pipelines
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Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System
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DLHub: Model and Data Serving for Science
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0
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0
Exploring Serverless Computing for Neural Network Training
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0
Automatically Tracking Metadata and Provenance of Machine Learning Experiments
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opened
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1
A Case for Managed and Model-less Inference Serving
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5
Rafiki: Machine Learning as an Analytics Service System
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2
Automated Machine Learning: State-of-The-Art and OpenChallenges
#154
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opened
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1
Improving ML applications in shared computing environments
#153
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opened
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0
INFaaS: Managed & Model-less Inference Serving
#152
gaocegege
opened
5 years ago
6
Ease.ml/meter: Quantitative Overfitting Management for Human-in-the-loop ML Application Development
#151
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opened
5 years ago
0
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments
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opened
5 years ago
1
Deep Learning Inference in Facebook Data Centers: Characterization,Performance Optimizations and Hardware Implications
#149
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opened
5 years ago
1
TensorFlow-Serving: Flexible, High-Performance ML Serving
#148
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opened
5 years ago
1
Deep Learning Inference Service at Microsoft
#147
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opened
5 years ago
1
X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native
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gaocegege
opened
5 years ago
1
Massively Parallel Hyperparameter Tuning
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opened
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2
Random Search and Reproducibility for Neural Architecture Search
#144
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opened
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4
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