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Mastering Distributed Tracing
book

Mastering Distributed Tracing

by Yuri Shkuro
February 2019
Intermediate to advanced content levelIntermediate to advanced
444 pages
11h 36m
English
Packt Publishing
Content preview from Mastering Distributed Tracing

Components of a data mining pipeline

There are probably many ways of building near real-time data mining for traces. In Canopy, the feature extraction functionality is built directly into the tracing backend, whereas in Jaeger, it can be done via post-processing add-ons, as we will do in this chapter's code exercise. Major components that are required are shown in Figure 12.1:

  • Tracing backend, or tracing infrastructure in general, collects tracing data from the microservices of the distributed application
  • Trace completion trigger makes a judgement call that all spans of the trace have been received and it is ready for processing
  • Feature extractor performs the actual calculations on each trace
  • An optional Aggregator combines features from individual ...
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Publisher Resources

ISBN: 9781788628464Supplemental Content