Double 11 Real-Time Monitoring System with Time Series Database

  1. Overview of time series services
  2. TSDB
  3. Core technologies
  4. Summary and prospects

Overview of Time Series Services

Time Series Service Scenarios

Challenges

TSDB

TSDB Architecture

TSDB Capability Comparison

Core Technologies of TSDB

Storage for Large Amounts of Time Series Data

Time Series Data Compression

Pre-Aggregation and Downsampling

Data Downsampling and Data Grouping by Time Intervals

Timeline Join

Real-Time Exception Detection and Real-Time Computing

High-Frequency and Low-Latency Query

Efficient Aggregate Analysis

Time-Series Index

Stream Aggregate Engine

Stability Assurance

Workload Management

Summary and Prospects

Reference

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