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Principles of
Globally
Distributed
Systems
Hi @tbmcmullen
tyler@fastly.com
Practicality
Carlos Baquero
Peter Alvaro
Peter Bailis
Joseph Hellerstein
Marc Shapiro
João Leitão
Chris Meiklejohn
Principles of Globally Distributed Systems
Principles of Globally Distributed Systems
Use off-the-shelf
Partial Availability
Principles of Globally Distributed Systems
“Nearly all systems are
probabilistic, whether they
realize it or not.”
Principles of Globally Distributed Systems
Principles of Globally Distributed Systems
Principles of Globally Distributed Systems
Principles of Globally Distributed Systems
“With high probability”
is Fine
Failure Independence
v1 of Fastly Instant Purge
E
D
F
C
A
B
Graph	
  of	
  
Responsibility
E
D
F
C
A
B
Graph	
  of	
  
Responsibility
E
D
F
C
A
B
Graph	
  of	
  
Responsibility
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
Failure Dependence
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
E
D
F
C
A
B
PURGE
How does Load flow?
The Internet
is both
more and less reliable
than we think
Q:
What is a normal amount of jitter
on a North American backbone?
A: <250μs
Normal packetloss is <0.1%
Asymmetric
Network
Splits
Paths are not symmetric
Q:
How do you see the inbound
path?
A:
Trick question. You don’t.
Consistency
CAP
Avoid Coordination
Principles of Globally Distributed Systems
AP
https://aphyr.com/posts/313-strong-consistency-models
Causality
CRDTs
Principles of Globally Distributed Systems
Principles of Globally Distributed Systems
Further
Reading
Notes on Distributed Systems for Youngbloods
Fallacies of Distributed Computing
Literally everything on aphyr.com
Publications of the SyncFree group
Thanks

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Principles of Globally Distributed Systems