Scalability
2018-03-27 20:07:46.917904+02 by
Dan Lyke
0 comments
Usenix HotOS XV: Scalability! But at what COST?
Frank McSherry, Michael Isard, Derek G. Murray:
In this paper we take several recent graph processing papers
from the systems literature and compare their reported
performance against simple, single-threaded implementations
on the same datasets using a high-end
2014 laptop. Perhaps surprisingly, many published systems
have unbounded COST—i.e., no configuration outperforms
the best single-threaded implementation—for
all of the problems to which they have been applied
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