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.
The Case for Offload Shaping
Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications (HotMobile’15), February 2015.
Wenlu Hu, Brandon Amos, Zhuo Chen, Kiryong Ha, Wolfgang Richter,
Padmanabhan Pillai*, Benjamin Gilbert, Jan Harkes, Mahadev Satyanarayanan
Carnegie Mellon University
* Intel Labs
When offloading computation from a mobile device, we show that it can pay to perform additional on-device work in order to reduce the offloading workload. We call this offload shaping, and demonstrate its application at many different levels of abstraction using a variety of techniques. We show that offload shaping can produce significant reduction in resource demand, with little loss of application-level fidelity.
FULL PAPER: pdf