39 citations · 75 across the 4 of their papers we have counts for
4 papers
Scalable Verification of Probabilistic Networks
Steffen Smolka, Praveen Kumar, David M Kahn +4
This paper presents McNetKAT, a scalable tool for verifying probabilistic network programs. McNetKAT is based on a new semantics for the guarded and history-free fragment of Probab…
Probabilistic Program Equivalence for NetKAT
Steffen Smolka, Praveen Kumar, Nate Foster +4
We tackle the problem of deciding whether two probabilistic programs are equivalent in Probabilistic NetKAT, a formal language for specifying and reasoning about the behavior of pa…
Cantor meets Scott: Semantic Foundations for Probabilistic Networks
Steffen Smolka, Praveen Kumar, Nate Foster +2
ProbNetKAT is a probabilistic extension of NetKAT with a denotational semantics based on Markov kernels. The language is expressive enough to generate continuous distributions, whi…
Kulfi: Robust Traffic Engineering Using Semi-Oblivious Routing
Praveen Kumar, Yang Yuan, Chris Yu +3
Wide-area network traffic engineering enables network operators to reduce congestion and improve utilization by balancing load across multiple paths. Current approaches to traffic…