Article Source

• The Universal Approximation Theorem

The Future Is Big Graphs

• Angela Bonifati discusses “The Future Is Big Graphs: A Community View on Graph Processing Systems,” a Contributed Article in the September 2021 CACM.

Abstract

Graphs are by nature unifying abstractions that can leverage interconnectedness to represent, explore, predict, and explain real- and digital-world phenomena. Although real users and consumers of graph instances and graph workloads understand these abstractions, future problems will require new abstractions and systems. What needs to happen in the next decade for big graph processing to continue to succeed?