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2019 GTC San Jose
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S9213 - Accelerate Time Series Databases with GPUs and Machine Learning

Session Speakers
Session Description

Learn how to more efficiently use time series databases, which have applications in fields like finance, Internet services, and application performance management. Data storage and processing can affect their performance and cost. We'll present a GPU-Based architecture to accelerate time series database query performance and compare it with a CPU-Based version. In addition, we'll introduce an algorithm that reduces storage size by compressing these databases. We'll also show how to apply machine learning with reinforcement learning to make mode decisions in data compression.


Additional Information
AI/Deep Learning Research
AI/Deep Learning Research, Algorithms/Numerical Techniques
Cloud Services
All technical
Talk
50 minutes
Session Schedule