Network Compression: Worst Case Analysis

Worst-Case Analysis for On-Line Data Compression

Worst Case Network Tolerance Optimization

T. K. Wu and L. L. Tsai, “Numerical analysis of electromagnetic fields in biological tissues,” Proc. IEEE (Lett.), vol. 62, pp. 1167–1168, Aug. 1974. R. F. Barrington. Field Computation by Moment Methods. New York: Macmillan, 1968, ch. 3. B. H. McDonald and A. Wexler, “Finite-element solution of unbounded field problems,” IEEE Trans. Microwave Theory Tech. (1972 Symp. Issue), vol. MTT-20, pp. 8...

Worst-case Analysis of Tandem Queueing Systems Using Network Calculus

In this chapter we show how to derive performance bounds for tandem queueing systems using Network Calculus, a deterministic theory for performance analysis. We introduce the basic concepts of Network Calculus, namely arrival and service curves, and we show how to use them to compute performance bounds in an end-to-end perspective. As an application of the above theory, we evaluate tandems of n...

Worst - Case Analysis Handout 7

Worst-Case Linear Discriminant Analysis

Dimensionality reduction is often needed in many applications due to the high dimensionality of the data involved. In this paper, we first analyze the scatter measures used in the conventional linear discriminant analysis (LDA) model and note that the formulation is based on the average-case view. Based on this analysis, we then propose a new dimensionality reduction method called worst-case li...