As someone who has spent the better part of two decades optimizing distributed systems—from early MapReduce clusters to ...

The distributed alternating direction method of mul-tipliers (ADMM) is an effective algorithm to solve large-scale op-timization problems. However, there are still massive computation and ...

With the wide range of requirements to analyse large-scale graphs in many real-world applications (e.g., relationship analysis, fraud detection and product recommendation), graph computing recently ...