A generic utility (metric) that captures both the average throughput and the asymmetric effect of throughput variations on user satisfaction is proposed and a resource allocation policy that reduces abrupt decreases in allocated resources when the system transitions from a resource-rich to resource-scarce state is prop...
S. Manoj Kumar, P. Varshney, Avhishek Chatterjee· 0 citations
Caching is a fundamental component of content delivery systems such as cloud services and edge networks. Most existing analytical studies of caching assume that the cache can be updated after every file request; however, this assumption is impractical in real systems due to computational constraints. In this paper, we...
Mixing time bounds for Markov chains play a central role in characterizing the sample complexity of learning and inference from correlated data. While the mixing behavior of symmetric random walks on standard graph structures such as cycles, tori, and hypercubes is well understood, the impact of transition asymmetry re...
Mrudula A Mahindrakar, Hrushikesh A Kant, Avhishek Chatterjee· International Conference on...· 0 citations
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