Ling Liu's SC13 paper "Large Graph Processing Without the Overhead" featured by HPCwire.
Another list highlighting Open Source Software Releases.
Second GraphLab workshop should be even bigger than the first! GraphLab is a new programming framework for graph-style data analytics.
Cuckoo Filter: Better Than Bloom
USENIX;login, 38(4), August 2013.
Bin Fan, David G. Andersen, Michael Kaminsky*
Carnegie Mellon University
High-speed approximate set-membership tests are critical for many applications, and Bloom filters are used widely in practice, but do not support deletion. In this article, we describe a new data structure called the cuckoo filter that can replace Bloom filters for many approximate set-membership test applications. Cuckoo filters allow adding and removing items dynamically while achieving higher lookup performance, and also use less space than conventional, non-deletion-supporting Bloom filters for applications that require low false positive rates (ϵ< 3%).
FULL PAPER: pdf