Processing Large Graphs
Deepak Ajwani, Marcel Karnstedt, Alessandra Sala · 2015
Analyzing and processing large graphs is of fundamental importance for an ever-growing number of applications. Significant advancements in the last few years at both, systems and algorithmic side, let graph processing become increasingly scalable and efficient. Often, these advances are still not well-known and well-understood outside the systems and algorithms communities. In particular, there is very little understanding of the various trade-offs involved in the usage of particular combinations of algorithms, data structures, and systems. This tutorial will have a particular focus on this aspect, imparting theoretical knowledge intertwined with hands-on experience.