Organized crime inflicts human suffering on a genocidal scale: the Mexican drug cartels
have murdered 150,000 people since 2006; upwards of 700,000 people per year are …

The past decade has seen the development of many shared-memory graph processing
frameworks intended to reduce the effort of developing high-performance parallel …

Some recent papers showed that many sequential iterative algorithms can be directly
parallelized, by identifying the dependences between the input objects. This approach …

Graph analytics frameworks, typically based on Vertex-centric or Edge-centric paradigms
suffer from poor cache utilization, irregular memory accesses, heavy use of synchronization …

There are two goals in designing efficient parallel algorithms: to reduce work, and to improve
parallelism. Work-efficiency, meaning that the work (total number of operations) is …

Past decade has seen the development of many shared-memory graph processing
frameworks, intended to reduce the effort of developing high performance parallel …