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An Introduction to the
Heatmap / Histogram
Plugin
Mitsuhiro Tanda @ GREE

github.com/mtanda
Histogram Panel
• Originally created by @woodsaj
• Calculate histogram from row time series data
• Could work with any datasource plugins
• Mostly compatible with Graph panel
• Options
• Bucket size
• Data range
• Normalize
Heatmap Panel
• Generate Heatmap from row time series data
• Could work with any datasource plugins
• Use Fastly Epoch visualization library
• Option
• Bucket size
• Window size
• Data range
Heatmap?
• Heat maps are a three dimensional visualization,
using x and y coordinates for two dimensions,
and color intensity for the third. They can reveal
detail that summary statistics, such as line
charts of averages, can miss.
• http://www.brendangregg.com/heatmaps.html
When to use Heatmap
• Visualize Latency of response time, I/O
• Visualize Utilization of many servers in one panel
• Don’t miss details by using average
• Can get to know the trend of time series data
Why use Epoch
• Flot plugin doesn’t support Heatmap
• Epoch support Heatmap itself
• Realtime graph (this is a really good feature)
Future plan
• Support pre-calculated histogram/heatmap data
• Elasticsearch, Prometheus, InfluxDB, …
• Integrate with Grafana Live, realtime monitoring
• Annotation support
• Improve compatibility with Graph panel
• Tooltip, time range selection, …

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An Introduction to the Heatmap / Histogram Plugin

  • 1. An Introduction to the Heatmap / Histogram Plugin Mitsuhiro Tanda @ GREE
 github.com/mtanda
  • 2. Histogram Panel • Originally created by @woodsaj • Calculate histogram from row time series data • Could work with any datasource plugins • Mostly compatible with Graph panel • Options • Bucket size • Data range • Normalize
  • 3.
  • 4. Heatmap Panel • Generate Heatmap from row time series data • Could work with any datasource plugins • Use Fastly Epoch visualization library • Option • Bucket size • Window size • Data range
  • 5. Heatmap? • Heat maps are a three dimensional visualization, using x and y coordinates for two dimensions, and color intensity for the third. They can reveal detail that summary statistics, such as line charts of averages, can miss. • http://www.brendangregg.com/heatmaps.html
  • 6.
  • 7. When to use Heatmap • Visualize Latency of response time, I/O • Visualize Utilization of many servers in one panel • Don’t miss details by using average • Can get to know the trend of time series data
  • 8.
  • 9.
  • 10.
  • 11. Why use Epoch • Flot plugin doesn’t support Heatmap • Epoch support Heatmap itself • Realtime graph (this is a really good feature)
  • 12. Future plan • Support pre-calculated histogram/heatmap data • Elasticsearch, Prometheus, InfluxDB, … • Integrate with Grafana Live, realtime monitoring • Annotation support • Improve compatibility with Graph panel • Tooltip, time range selection, …