### Assistant Professor

Dept. of Electrical Engineering

University at Buffalo, the State University of New York, Buffalo, NY 14260

Office: 223, Davis Hall

Email: gesualdo[at]buffalo[dot]edu

Fax: +1-716-645-3656

Phone: +1-716-645-1012

[Google Scholar Profile]

University at Buffalo, the State University of New York, Buffalo, NY 14260

Office: 223, Davis Hall

Email: gesualdo[at]buffalo[dot]edu

Fax: +1-716-645-3656

Phone: +1-716-645-1012

[Google Scholar Profile]

## Professional Experiences

- Assistant Professor, EE Dept., SUNY Buffalo (Jan. 2011 - Present)
- Research Associate, ISE Dept., University of Illinois at Urbana Champaign (Jan. '10 - Dec. '10)
- Research Associate, ECE Dept., Hong Kong Univ. of Science and Technology (Jan. '09 - Dec. '09)
- Research Associate, DIET Dept., University of Rome "La Sapienza" (Nov. '07 - Dec.'08)
- Visiting Researcher, ECE Dept., Hong Kong Univ. of Science and Technology (Sept. '07 - Aug. '08)
- Post-doc, DIET Dept., University of Rome "La Sapienza" (Nov. '05 - Nov. '07)
- Visiting PhD Student, EECS Dept., University of California at Berkeley (Feb. '04 - Sept. '04)

## Areas of Interest

- Big Data Analytics
- Distributed optimization of large-scale complex networks
- Algorithmic game theory and applications
- Variational Inequality methods for engineering
- Optimization of smart grids
- Distributed bio-inspired signal processing

## Recent News

**December 2014**: I’m a Guest Editor of the special issue “Signal Processing for Big Data”,*EURASIP J. on Advances in Signal Processing*[CFP].**December 2014**: New Paper—“Joint Optimization of Radio and Computational Resources for Multi-Cell Mobile-Edge Computing’”. This paper formulates the offloading problem as the joint optimization of the radio and computational resources in order to minimize the overall users’ energy consumption, while meeting latency constraints; centralized and decentralized algorithms with provable convergence are proposed [PDF].**December 2014**: I will give the talk "Parallel Algorithms for Big-Data Optimization,” Dept. of Information Engineering, Electronics, and Telecommunication, University of Rome “La Sapienza”, Rome, Italy.**December 2014**: I will give the talk “HyFLEXA: An Hybrid Random/Deterministic Parallel Algorithm for Nonconvex Big Data Optimization,” Dept. of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA.**December 2014**: I will give the talk "Parallel Algorithms for Big-Data Optimization,” Dept. of Electrical and System Engineering, University of Pennsylvania (UPenn), Philadelphia, PA, USA.**October 2014**: New Paper--"Distributed Methods for Nonconvex Constraints Multi-Agent Problems-Part I: Theory". This two-part paper proposes a general distributed algorithmic framework for the minimization of a*nonconvex*smooth (sum-utility) function subject to*nonconvex*smooth constraints. Our framework is very general and flexible; it unifies several existing Successive Convex Approximation-based algorithms such as (proximal) gradient or Newton type methods, block coordinate (parallel) descent schemes, difference of convex functions methods, and improves on their convergence properties. Part II customizes our general methods to several multi-agent optimization problems, mainly in communications and networking; the result is a new class of (distributed) algorithms that compare favorably on existing ad-hoc (centralized) schemes (when they exist) [Part I] [Part II].**October 2014**: New Paper--"A Parallel Stochastic Optimization Method for Nonconvex Multi-Agent Optimization Problems". This paper proposed the first*distributed best-response*(i.e., non gradient-like)**July 2014**: New Paper--"Hybrid Random/Deterministic Parallel Algorithms for Nonconvex Big Data Optimization". This paper develops for the first time general*parallel*(random/deterministic) algorithms for*nonconvex nonsmooth*large-scale optimization problems [PDF].- June 2014: I will teach a course entitled “Advanced Decomposition Algorithms for Multi-agent Systems ” at the CIME Summer School on “Centralized and Distributed Multi-agent Optimization: Models and Algorithms”, Cetraro, Italy, June 23-28, 2014. More info here; Registration is free!
- April 2014: I will give the talk "Parallel and Distributed Optimization of Large-Scale Systems," Dept. of Electrical Engineering, Viterbi School of Engineering, University of Southern California (USC), Los Angeles, CA, USA.
- April 2014: I will give the talk "Parallel and Distributed Optimization of Large-Scale Systems," Dept. of Electrical Engineering, Penn State University, State College, PA, USA.
- March 2014: I will give the talk "Parallel and Distributed Optimization of Large-Scale Systems," Dept. of Electrical Engineering, University of California (UCLA), Los Angeles, CA, USA.
**Feb. 2014**: New Paper--"Parallel Algorithms for Big Data Optimization". This paper proposes a decomposition framework for the parallel (greedy) optimization of*nonconvex nonsmooth functions,*arising naturally in- Sept. 2013: I will visit the Dept. of Electrical and Computer Engineering and the Digital Technology Center at University of Minnesota.
- August 2013: I will visit the Dept. of Electrical and Computer Science at the Nothwestern University.
- August 2013: I received the 2013 UB Exceptional Scholars – Young Investigator Award.
**August 2013**: I'm an invited speaker at the__IMSE summer school on Multi-Agent Networked Systems__, University of Illinois at Urbana Champaign, August 15-19, 2013.**July 2013**: I will give the invited talk "Distributed Optimization of Multiuser Systems," DIET Dept., University of Rome, "La Sapienza", Rome, Italy.**June 2013**: I will give the invited lectures "Parallel Optimization of Large-Scale Multi-Agent Systems" in the 59th Workshop of the International School of Mathematics, entitled "Nonlinear Optimization: a Bridge from Theory to Applications," Erice, Sicily, Italy.**April 2013**: I'm an Associated Editor of IEEE Transactions on Signal Processing.**Feb. 2013**: I received the 2013 NSF Faculty Early Career Development (CAREER) award.**Dec. 2012**: I will give the invited talk "*Complex Variational Inequalities and Applications*" in the 2012 Workshop on Complementarity and its Extensions, Institute of Mathematical Sciences, National University of Singapore, Singapore.**Dec. 2012**: I will give the tutorial "*Distributed Algorithms for Multiuser Systems*" in the 2012 Workshop on Complementarity and its Extensions, Institute of Mathematical Sciences, National University of Singapore, Singapore.**Nov. 2012**: I will give the short course "*Variational Inequality Theory: A Mathematical Framework for Distributed Decision Makings*" in the Electrical Engineering and Computer Science Dept. at Syracuse University, NY, USA.**Aug. 2012**: I will give the invited talk "*Monotone Communication Games*" in the 21st International Symposium on Mathematical Programming (ISMP), Berlin.**July 2012**: National Science Foundation (NSF) funds our research on "Distributed Decision Making in Cognitive Ad-Hoc Networks based on Bilevel Equilibrium Programming" (role: PI).**Jan. 2012**: I'm an Associated Editor of IEEE Signal Processing Letters (Jan. 2012-Dec. 2014).**Nov. 2011**: I have been elected member of the IEEE Signal Processing for Communications and Networking Technical Committee (SPCOM TC) for a three year term (Jan. 2012 - Dec. 2014).- Highly cited paper (ISI Web of Knowledge) status for my 2008 IEEE Trans. SP paper "
*Optimal Linear Precoding Strategies for Wideband Noncooperative Systems Based on Game Theory – Part I: Nash Equilibria,*" (coauthored by D. P. Palomar and S. Barbarossa) on Game Theory applied to the design of Multiuser Systems. **July 2011**: I will give the tutorial "*Variational Inequality Theory: A Mathematical Framework for Distributed Decision Makings*" in Acropolis/COST IC0902 First International Summer School on Cognitive Wireless Communications, Florence, Italy.**May 2011**: I will give the tutorial "*Variational Inequality Theory: A Mathematical Framework for Multiuser Communication Systems and Signal Processing*" in IEEE ICASPP 2011, Prague, Czech Republic (together with Daniel P. Palomar).**Aug. 2010**: I will give the tutorial “*Convex Optimization, Game Theory, and Variational Inequality Theory in Multiuser Communication Systems*” in EUSIPCO 2010, Aalborg, Denmark (together with Daniel P. Palomar).