Diving Deep into Sensor Data with TimescaleDB | Episode #3: Query Performance & Downsampling
Timescale Community Templates is a webinar series dedicated to specific industries and designed to foster collaboration and expertise exchange. In this session, Timescale Developer Advocate, Jônatas Paganini, will take a deep dive into query performance and downsampling techniques.
📹 Other Sensor Data Sessions
✨ Episode 1 - Creating a Sensor Data Pipeline ⇒ • Diving Deep into Sensor Data with Tim...
✨ Episode 2 - Data processing with Hierarchical continuous aggregates ⇒ • Diving Deep into Sensor Data with Tim...
✨ Episode 3 - Query performance and Downsampling techniques ⇒ (current)
✨ Episode 4 - Policies for Compression and Retention ⇒ https://lu.ma/dqu4zna7
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📚 𝗖𝗵𝗮𝗽𝘁𝗲𝗿𝘀
⏱ 0:00 ⇒ Introduction
⏱ 1:50 ⇒ Configuration to start
⏱ 5:10 ⇒ Other downsampling techniques (LLTB & asap_smooth) & Methodology
⏱ 5:57 ⇒ Advantages
⏱ 9:53 ⇒ Disadvantages
⏱ 10:42 ⇒ What if I cannot downsample? (Tiered Storage & Timescale Cloud)
⏱ 12:54 ⇒ Project Example
⏱ 20:04 ⇒ LLTB & ASAP_Smooth Differences
⏱ 20:24 ⇒ Downsampling functions
⏱ 20:49 ⇒ Other downsampling strategies (Demo)
⏱ 23:37 ⇒ Outro
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