Analyzing Nonblocking Switching Networks using Linear Programming (Duality)

TL;DR

This paper introduces a linear programming duality approach to analyze and determine the minimum components for non-blocking switching networks, providing new bounds and algorithms for multirate Clos networks.

Contribution

It presents a simple two-step linear programming method for analyzing non-blocking networks and introduces a new problem with an algorithm that improves existing bounds.

Findings

Linear programming bounds for non-blocking network design.

A new algorithm with a competitive ratio of 5.6355 for dynamic weighted edge coloring.

Improved upper bounds for multirate wide-sense non-blocking Clos networks.

Abstract

The main task in analyzing a switching network design (including circuit-, multirate-, and photonic-switching) is to determine the minimum number of some switching components so that the design is non-blocking in some sense (e.g., strict- or wide-sense). We show that, in many cases, this task can be accomplished with a simple two-step strategy: (1) formulate a linear program whose optimum value is a bound for the minimum number we are seeking, and (2) specify a solution to the dual program, whose objective value by weak duality immediately yields a sufficient condition for the design to be non-blocking. We illustrate this technique through a variety of examples, ranging from circuit to multirate to photonic switching, from unicast to $f$-cast and multicast, and from strict- to wide-sense non-blocking. The switching architectures in the examples are of Clos-type and Banyan-type, which are the two most popular architectural choices for designing non-blocking switching networks. To prove the result in the multirate Clos network case, we formulate a new problem called {\sc dynamic weighted edge coloring} which generalizes the {\sc dynamic bin packing} problem. We then design an algorithm with competitive ratio 5.6355 for the problem. The algorithm is analyzed using the linear programming technique. A new upper-bound for multirate wide-sense non-blocking Clos networks follow, improving upon a decade-old bound on the same problem.