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.
Specialized Storage for Big Numeric Time Series
Proceedings of the 5th Workshop on Hot Topics in Storage and File Systems (HotStorage 2013), June 2013.
Ilari Shafer, Raja R. Sambasivan, Anthony Rowe, Gregory R. Ganger
Carnegie Mellon University
Numeric time series data has unique storage requirements and access patterns that can benefit from specialized support, given its importance in Big Data analyses. Popular frameworks and databases focus on addressing other needs, making them a suboptimal fit. This paper describes the support needed for numeric time series, suggests an architecture for efficient time series storage, and illustrates its potential for satisfying key requirements.
FULL PAPER: pdf