Abstract: Current approaches to resilience for highly distributed, heterogeneous, large-scale scientific workflows are limited. Most existing workflow and resource management systems have a single ...

Abstract: This paper addresses the distributed nonconvex optimization problem, where both the global cost function and local inequality constraint function are nonconvex. To tackle this issue, the ...