Resume(pdf) - IFP Group at the University of Illinois
Resume(pdf) - IFP Group at the University of Illinois
Resume(pdf) - IFP Group at the University of Illinois
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Sachin Kadloor<br />
507 East White Street<br />
Apt. No. 7<br />
Champaign, IL 61820<br />
Ph.: +1 (217) 418 9041<br />
Email: kadloor1@illinois.edu<br />
http://www.ifp.illinois.edu/~kadloor1<br />
Educ<strong>at</strong>ion<br />
<strong>University</strong> <strong>of</strong> <strong>Illinois</strong> Urbana Champaign, USA<br />
Ph.D., Electrical Engineering<br />
Advisor: Pr<strong>of</strong>. Negar Kiyavash<br />
September 2009 - August 2013(expected)<br />
Major CGPA: 4.0/4.0, 3.84/4.0 Overall<br />
<strong>University</strong> <strong>of</strong> Toronto, Canada<br />
Master <strong>of</strong> Applied Science, Electrical Engineering September 2007 - August 2009<br />
Advisor: Pr<strong>of</strong>. Raviraj Adve CGPA: 4.0/4.0<br />
Indian Institute <strong>of</strong> Technology Madras, India<br />
BTech., Electrical Engineering August 2003 - July 2007<br />
Major CGPA: 8.77/10.0, 8.56/10.0 Overall<br />
Experience Research assistant September 2009 - present<br />
Coordin<strong>at</strong>ed Sciences Lab (CSL), UIUC.<br />
Advisor: Pr<strong>of</strong>. Negar Kiyavash<br />
Worked on <strong>the</strong> design <strong>of</strong> scheduling policies with privacy constraints. Traditionally, a<br />
scheduling policy is evalu<strong>at</strong>ed on <strong>the</strong> metrics <strong>of</strong> throughput, delay and fairness. When<br />
used in a multi-user environment, one also has to consider <strong>the</strong> associ<strong>at</strong>ed privacy.<br />
Research intern May-August 2010<br />
CCS-3 Inform<strong>at</strong>ion Sciences group, Los Alamos N<strong>at</strong>ional Labor<strong>at</strong>ory, NM.<br />
Mentor: Dr. Nandakishore Santhi<br />
Used tools from percol<strong>at</strong>ion <strong>the</strong>ory to study <strong>the</strong> cascading failure effect in power grids.<br />
Research assistant September 2007 - August 2009<br />
Mobile Computing Lab, <strong>University</strong> <strong>of</strong> Toronto.<br />
Advisor: Pr<strong>of</strong>. Raviraj Adve<br />
Worked on relay selection and power alloc<strong>at</strong>ion for cellular networks. Solved an NP hard<br />
integer programming problem approxim<strong>at</strong>ely by a convex relax<strong>at</strong>ion.<br />
Teaching assistant<br />
• GE424: St<strong>at</strong>e Space Design for Control, UIUC. Fall 2010<br />
Duties included grading and occasional teaching.<br />
• ECE110: Electrical Fundamentals, U<strong>of</strong>T. Spring 2008, 2009<br />
Lab demonstr<strong>at</strong>ion, supervision, assisting students with debugging <strong>the</strong>ir circuits<br />
and grading.<br />
Summer intern May - July 2006<br />
Ittiam Systems, Bangalore, India.<br />
Designed and implemented a multimedia caching scheme for a network media player.<br />
Book Chapter<br />
Journal<br />
public<strong>at</strong>ions<br />
S. Kadloor and N. Kiyavash, “Exploiting Timing Side Channels in Shared Schedulers,” High Performance<br />
Semantic Cloud Auditing, Springer (under public<strong>at</strong>ion).<br />
S. Kadloor and N. Kiyavash, “Quantifying <strong>the</strong> Privacy Associ<strong>at</strong>ed with Delay-Optimal Scheduling Policies,”<br />
in prepar<strong>at</strong>ion for submission to IEEE Transactions on Networking.<br />
S. Kadloor, N. Kiyavash, and P. Venkitasubramaniam, “Mitig<strong>at</strong>ing Side Channels in Shared Schedulers,”<br />
under review, submitted to IEEE Transactions on Networking, 2012.
S. Kadloor, X. Gong, N. Kiyavash and P. Venkitasubramaniam, “Designing Router Scheduling Policies:<br />
A Privacy Perspective,” IEEE Transactions on Signal Processing, 2011.<br />
S. K. Gorantla, S. Kadloor, N. Kiyavash, T. P. Coleman, I. S. Moskowitz, and M. H. Kang, “Characterizing<br />
<strong>the</strong> Efficacy <strong>of</strong> <strong>the</strong> NRL Network Pump in Mitig<strong>at</strong>ing Covert Timing Channels,” Transactions<br />
on Inform<strong>at</strong>ion Forensics and Security, 2011.<br />
S. Kadloor, R. Adve and A. W. Eckford, “Molecular Communic<strong>at</strong>ion Using Brownian Motion with<br />
Drift,” IEEE Transactions on Nano-Bio Science, 2011.<br />
S. Kadloor and R. Adve, “Relay assignment and power alloc<strong>at</strong>ion in selection based cooper<strong>at</strong>ive cellular<br />
networks,” IEEE Transactions on Wireless Communic<strong>at</strong>ions, 2010.<br />
Conference<br />
public<strong>at</strong>ions<br />
Honors and<br />
awards<br />
Coursework<br />
S. Kadloor and N. Kiyavash, “Remote correl<strong>at</strong>ion based network flow linking,” submitted to ACM<br />
Workshop on Inform<strong>at</strong>ion Hiding and Multimedia Security (IHMMSEC) 2013.<br />
S. Kadloor and N. Kiyavash, “Delay Optimal Policies Offer Very Little Privacy,” accepted for public<strong>at</strong>ion<br />
in IEEE Intern<strong>at</strong>ional Conference on Computer Communic<strong>at</strong>ions (Infocom) 2013.<br />
S. Kadloor, P. Venkitasubramaniam, N. Kiyavash and A. Mishra, “A St<strong>at</strong>istical Inference Perspective<br />
on Preventing Timing Analysis in Networks,” accepted for public<strong>at</strong>ion in IEEE Signal Processing<br />
Magazine - Special Issue on Signal Processing for Cyber-security and Privacy 2012.<br />
S. Kadloor, N. Kiyavash, and P. Venkitasubramaniam, “Quantifying <strong>the</strong> Delay-Privacy Trade-<strong>of</strong>f in<br />
<strong>the</strong> Design <strong>of</strong> Scheduling Policies,” Asilomar Conference on Signals, Systems and Computers 2012<br />
(invited).<br />
S. Kadloor, N. Kiyavash, and P. Venkitasubramaniam, “Scheduling with Privacy Constraints,” Inform<strong>at</strong>ion<br />
Theory Workshop (ITW) 2012 (invited).<br />
S. Kadloor, N. Kiyavash, and P. Venkitasubramaniam, “Mitig<strong>at</strong>ing Timing based Inform<strong>at</strong>ion Leakage<br />
in Shared Schedulers,” IEEE Intern<strong>at</strong>ional Conference on Computer Communic<strong>at</strong>ions (Infocom) 2012.<br />
S. Kadloor, X. Gong, N. Kiyavash and P. Venkitasubramaniam, “Designing Privacy Preserving Router<br />
Scheduling Policies,” Conference on Inform<strong>at</strong>ion Sciences and Systems (CISS) 2011.<br />
S. K. Gorantla, S. Kadloor, T. P. Coleman, N. Kiyavash, I. S. Moskowitz, and M. H. Kang, “Directed<br />
Inform<strong>at</strong>ion and <strong>the</strong> NRL Network Pump,” Intern<strong>at</strong>ional Symposium on Inform<strong>at</strong>ion Theory and Applic<strong>at</strong>ions,<br />
2010.<br />
S. Kadloor, X. Gong, N. Kiyavash, T. Tezcan and N. Borisov, “A Low-Cost Side Channel Traffic Analysis<br />
Attack in Packet Networks,” Intern<strong>at</strong>ional Conference on Communic<strong>at</strong>ion 2010, Communic<strong>at</strong>ion<br />
and Inform<strong>at</strong>ion System Security Symposium.<br />
S. Kadloor and R. Adve, “A Framework to Study <strong>the</strong> Molecular Communic<strong>at</strong>ion System,” ICCCN<br />
2009, Workshop on Nano, Molecular, and Quantum Communic<strong>at</strong>ions.<br />
S. Kadloor and R. Adve, “Optimal relay assignment and power alloc<strong>at</strong>ion in selection based cooper<strong>at</strong>ive<br />
cellular networks,” Intern<strong>at</strong>ional Conference on Communic<strong>at</strong>ion 2009, Wireless Communic<strong>at</strong>ions<br />
Symposium.<br />
<strong>University</strong> <strong>of</strong> Toronto fellowship for gradu<strong>at</strong>e studies, 2007-09.<br />
Pr<strong>at</strong>ibha scholarship awarded by <strong>the</strong> government <strong>of</strong> Andhra Pradesh for <strong>the</strong> entire dur<strong>at</strong>ion <strong>of</strong><br />
undergradu<strong>at</strong>e studies, 2003-07.<br />
Inform<strong>at</strong>ion Trust Institutes travel scholarship awarded by UIUC to <strong>at</strong>tend CCS 2010.<br />
Student Travel Grant awarded by N<strong>at</strong>ional Science Found<strong>at</strong>ion (NSF) to <strong>at</strong>tend INFOCOM 2013.<br />
ECE courses: Stochastic Processes, Inform<strong>at</strong>ion Theory, Communic<strong>at</strong>ion Network Analysis, Queuing<br />
Theory, Game Theory, Stochastic Control, Analysis and Control <strong>of</strong> Stochastic Systems, Wireless<br />
Communic<strong>at</strong>ion, Error Control Coding, Convex Optimiz<strong>at</strong>ion, Digital Communic<strong>at</strong>ion, Adaptive Systems<br />
for Signal Processing and Communic<strong>at</strong>ion, Inform<strong>at</strong>ion Theory for Oper<strong>at</strong>ions Research, Digital<br />
Signal Processing
CS courses: Computer Networks, Advanced Computer Networks, Introduction to Artificial Intelligence,<br />
Computer Security 1, D<strong>at</strong>a Structures, Fundamental Algorithms<br />
M<strong>at</strong>h courses: Real Analysis 1, Probability Theory 1, Probability Theory 2<br />
S<strong>of</strong>tware skills<br />
C, C++, Python, M<strong>at</strong>lab, ns-2<br />
Projects TCP Pacing October-December 2010<br />
An altern<strong>at</strong>ive to <strong>the</strong> TCP congestion control mechanism, an adaptive TCP pacing mechanism,<br />
was proposed and was shown to outperform <strong>the</strong> former in a d<strong>at</strong>a-center setting by<br />
speeding up <strong>the</strong> slowest flows.<br />
Quantifying Inform<strong>at</strong>ion Leakage in a Multi-Layer-Security System September 2010-April<br />
2011<br />
Modeled <strong>the</strong> working <strong>of</strong> <strong>the</strong> NRL Network Pump, a standard for mitig<strong>at</strong>ing covert channels<br />
th<strong>at</strong> arise in a multi-level secure (MLS) system, as a communic<strong>at</strong>ion system with feedback<br />
and used <strong>the</strong>n this novel perspective to derive an upper bound on <strong>the</strong> r<strong>at</strong>e <strong>of</strong> <strong>the</strong> covert<br />
channel cre<strong>at</strong>ed <strong>the</strong>rein.<br />
Molecular Communic<strong>at</strong>ion December 2008 - June 2009<br />
Modeled a molecular communic<strong>at</strong>ion channel and studied <strong>the</strong> inform<strong>at</strong>ion-<strong>the</strong>oretic limits<br />
<strong>of</strong> <strong>the</strong> achievable r<strong>at</strong>es. Molecular communic<strong>at</strong>ion is <strong>the</strong> communic<strong>at</strong>ion between nanomachines<br />
wherein messages are transmitted by releasing a p<strong>at</strong>tern <strong>of</strong> molecules <strong>at</strong> a<br />
transmitter, which propag<strong>at</strong>e through a fluid medium towards a receiver.<br />
Projects rel<strong>at</strong>ed to machine learning February - April 2010<br />
Used Naive Bayes classifier, decision tree and perceptron to predict <strong>the</strong> grades <strong>of</strong> students<br />
<strong>of</strong> a class based on <strong>the</strong>ir performance in a subset <strong>of</strong> exams. A Supervised learning<br />
algorithm using hidden Markov models (HMMs), and an unsupervised one using Baunm-Welsch<br />
forward-backward algorithm were used for part-<strong>of</strong>-speech tagging. Designed a bot capable<br />
<strong>of</strong> playing <strong>the</strong> game O<strong>the</strong>llo.<br />
Study <strong>of</strong> face recognition algorithms October - December 2007<br />
Four dimentionality reduction and clustering algorithms, PCA, D-LDA, F-LDA and R-LDA,<br />
were implemented to be used for face recognition.<br />
B.Tech project January 2007 - May 2007<br />
A FDE-DFE (Frequency Domain Equalizer - Decision Feedback Equalizer) was implemented and<br />
its effectiveness in comb<strong>at</strong>ing multi-p<strong>at</strong>h fading when used in EDGE systems was studied<br />
through simul<strong>at</strong>ions.<br />
Implemented a speech independent speaker recognition system September - October 2006<br />
Demonstr<strong>at</strong>ed <strong>the</strong> construction and working <strong>of</strong> a speaker recognition system <strong>at</strong> a workshop<br />
conducted <strong>at</strong> IIT Madras. Mel-frequency cepstral coefficients were extracted from <strong>the</strong><br />
speech signal and were used as fe<strong>at</strong>ures in a HMM.<br />
Designed and built an electronic accounting machine May - July 2005<br />
Interfaced a micro-controller (8051) with a keypad, LCD, RAM, and programmed it to store<br />
students’ accounts in <strong>the</strong> library. The circuit was fabric<strong>at</strong>ed on a custom built PCB.<br />
O<strong>the</strong>r Activities<br />
Reviewer for journals: IEEE Transactions on Inform<strong>at</strong>ion Forensics, IEEE Transactions on Wireless<br />
Communic<strong>at</strong>ions, IEEE Journal on Special Topics in Communic<strong>at</strong>ions, Elsevier System and Control<br />
Letters<br />
Reviewer for conferences: IEEE Intern<strong>at</strong>ional Conference on Acoustics, Speech and Signal Processing<br />
(ICASSP), IEEE Intern<strong>at</strong>ional Symposium on Inform<strong>at</strong>ion Theory (ISIT), IEEE Intern<strong>at</strong>ional Conference<br />
on Communic<strong>at</strong>ions (ICC)<br />
Dog socializer <strong>at</strong> Champaign County Humane Society (CCHS)