
Mini Bio

I was born in Mexico City, and lived there until 2001, when I came to the United States to start my doctoral studies. My bachelor's degree is in Applied Mathematics from the "Instituto Tecnológico Autónomo de México (ITAM)", and I hold a master's degree on Statistics from Stanford University. I obtained my PhD from the Department of Management Science and Engineering at Stanford University, where I worked on problems related to the singleserver queue with heavytailed processing times.
I joined Columbia University in the fall of 2006. I teach courses at all three levels (undergraduate, master's, and doctoral) in the stochastic area of the department. Besides research, I am always happy to talk about classical music, swimming, biking, Mexico and the many wonderful things it has to offer.

Research
interests

My research interests are in Applied Probability, in particular, in asymptotic analysis involving heavytailed distributions. My current work is focused on the analysis of information ranking algorithms and their largescale behavior, which is closely related to the study of the asymptotic properties of solutions to certain stochastic recursions, in particular, weighted branching processes. I am also interested in the analysis of queueing networks with parallel servers such as those encountered in cloud computing platforms. Other areas that interest me are stochastic processes, queueing theory, powerlaw graphs (e.g. social networks), large deviations and simulation.

Teaching

Spring 201516:
 IEOR 4106, Intro to OR: Stochastic Models. This is a master level course on stochastic models. Topics include: the Poisson process, renewal theory, discrete and continuous time Markov chains..
Lectures: Mondays, Wednesdays,11:4012:55PM, Room: 501 Schermerhorn
Course information and materials available to registered students via CourseWorks. A list of previously taught courses can be found here.

Publications

Publications:
 Distances in the directed configuration model, with P. van der Hoorn. (2015) (Submitted), ArXiv:1511.04553 pdf
 Parallel queues with synchronization, with O. RuizLacedelli. (2014) (Submitted), ArXiv:1501.00186 pdf
 Ranking algorithms on directed configuration networks, with N. Chen and N. Litvak. (2014) (Submitted), ArXiv:1409.7443 pdf
 Joint Audit and Replenishment Decisions for an Inventory System with Unrecorded Demands, with T. Huh and O. Ozer. (Submitted)
 Efficient simulation for branching linear recursions, with N. Chen. (2015) To appear in Proceedings of the Winter Simulation Conference 2015, ArXiv:1503.09150 pdf
 Coupling on weighted branching trees, with N. Chen. (2014) To appear in Advances in Applied Probability, Vol. 48, No. 2, ArXiv:1410.1050 pdf
 Maximums on Trees, with P. Jelenkovic. (2015) Stochastic Processes and their Applications, Vol. 125, pp. 217232 pdf
 PageRank in scalefree random graphs, with N. Chen and N. Litvak. (2014) Proceedings of the 11th Workshop on Algorithms and Models for the Web Graph, Beijing, China, December 2014. pdf
 Directed Random Graphs with Given Degree Distributions, with N. Chen. (2013) Stochastic Systems, Vol. 3, No. 1, pp. 147186. pdf.
 Convergence rates in the Implicit Renewal Theorem on Trees, with P. Jelenkovic. (2013) Journal of Applied Probability, Vol. 50, No. 4, pp. 10771088. pdf.
 Power Laws on Weighted Branching Trees, with P. Jelenkovic. (2013) Random Matrices and Iterated Random Functions, Springer Proceedings in Mathematics and Statistics, 53: 159187. pdf.
 Asymptotics for Weighted Random Sums. (2012) Advances in Applied Probability, Vol. 44, No. 4, pp. 11421172. pdf.
 Implicit Renewal Theorem for Trees with General Weights, with P. Jelenkovic. (2012) Stochastic Processes and their Applications, Vol. 122, No. 9, pp. 32093238. pdf.
 Tail behavior of solutions of linear recursions on trees. (2012) Stochastic Processes and their Applications, Vol. 122, No. 4, pp. 17771807. pdf.
 Implicit Renewal Theory and Power Tails on Trees, with P. Jelenkovic. (2012) Advances in Applied Probability, Vol. 44, No. 2, pp. 528561. pdf.
 Uniform Approximations for the M/G/1 Queue with Subexponential Processing Times, with P. Glynn. (2011) Queueing Systems. Vol. 68, No. 1, pp. 150. pdf.
 On the Transition from Heavy Traffic to Heavy Tails for the M/G/1 Queue: The Regularly Varying Case, with J. Blanchet and P. Glynn. (2011) Annals of Applied Probability. Vol. 21, No. 2, pp. 645668. pdf. Internet supplement pdf.
 Information ranking and power laws on trees, with P. Jelenkovic. (2010). Advances in Applied Probability. Vol. 42, No. 4, pp. 10571093. Short version pdf. Long version pdf.
 On the distribution of the nearly unstable AR(1) process with heavytails. (2010). Advances in Applied Probability. Vol. 42, No. 1, pp. 106136. pdf.
Work in progress:
 On the convergence of the Population Dynamics algorithm.
 Model Robustness of Tail Distributions, with P. Glynn.
 Gradient Estimation of Steady State Parameters via Likelihood Ratios, with P. Glynn.
Data sets:

Funding

 NSF CMMI1537638, ``Queues in Cloud Computing", PI: Mariana OlveraCravioto, CoPI: Predrag R. Jelenkovic. 9/1/2015  8/31/2018, $300,000.
 NSF CMMI1131053, ``Ranking Large Information Sets", PI: Mariana OlveraCravioto, CoPI: Predrag R. Jelenkovic. 9/1/2011  12/31/2014, $325,000, REU $5,000.


