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distributed
  tracing
twitter zipkin
google dapper
    x-trace
  tracelytics
   ... more!
motivation
what is slow?
what is slow?
causal flow of control
causal flow of control
how to
possible approaches
possible approaches
• Unique identifier
possible approaches
• Unique identifier
 • propagate throughout
possible approaches
• Unique identifier
 • propagate throughout
 • write instrumentation for various
  transports
possible approaches
• Unique identifier
 • propagate throughout
 • write instrumentation for various
  transports
possible approaches
• Unique identifier
 • propagate throughout
 • write instrumentation for various
  transports

• Observe and correlate
possible approaches
• Unique identifier
 • propagate throughout
 • write instrumentation for various
  transports

• Observe and correlate
 • always on the outside - black box
possible approaches
• Unique identifier
 • propagate throughout
 • write instrumentation for various
  transports

• Observe and correlate
 • always on the outside - black box
 • difficult to get threaded + evented
  processes right
1BD57B58AE7E315BBEA
B6795F0BDC198296357
distributed tracing in 5 minutes
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
t = start

             nginx

cache        python


        db              internet


             the java
                                   t = end
piggyback rides
• More Doable
 • HTTP: x-headers
 • Thrift: secret argument
 • Internal RPC protocol: you’re the
  boss

• Less Doable
 • SQL: one way ticket, also you’re
   not percona
 • memcache: not extensible so not
   backwards compatible
t = start

             nginx

cache        python


        db              internet


             the java
                                   t = end
timing and structure
• Timing
  • distributed = clock skew
• Structure -- two approaches
  • Encode in ID
  • Encode in back-pointers
encode in ID?
• nginx1
• nginx1python1
• nginx1python1cache1
• nginx1python1cache1python2
• nginx1python1cache1python2sql
  1
• nginx1python1cache1python2sql
  1python3
• ...
encode in back-pointer?


   nginx   python   cache   python
reporting
reporting
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
distributed tracing in 5 minutes
other things worth
   figuring out
• sampling
• reporting
• aggregate analysis
thanks!

tracelytics.com
@dankosaur
dan@tracelytics.com
resources
• X-Trace: http://x-trace.net
  • http://x-trace.net/pubs/xtr-nsdi07.pdf
• Google Dapper: http://research.google.com/
 pubs/pub36356.html

• Twitter Zipkin: https://github.com/twitter/zipkin
• CMU PDL: www.pdl.cmu.edu
  • StarDust: http://www.pdl.cmu.edu/PDL-FTP/
   SelfStar/thereska_sigmetrics06.pdf
 • Trace Diff: http://www.pdl.cmu.edu/PDL-FTP/
   SelfStar/NSDI11.pdf

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distributed tracing in 5 minutes