9 citations · 11 across the 5 of their papers we have counts for
7 papers
Stochastic Sequential Quadratic Programming for Optimization with Functional Constraints
Panchajanya Sanyal, Srujan Teja Thomdapu, Ketan Rajawat
Stochastic convex optimization problems with nonlinear functional constraints are ubiquitous in signal processing applications including constrained least-squares, set-membership a…
Projection-Free Algorithm for Stochastic Bi-level Optimization
Zeeshan Akhtar, Amrit Singh Bedi, Srujan Teja Thomdapu +1
This work presents the first projection-free algorithm to solve stochastic bi-level optimization problems, where the objective function depends on the solution of another stochasti…
Optimizing QoS for Erasure-Coded Wireless Data Centers
Srujan Teja Thomdapu, Ketan Rajawat
Cloud computing facilitates the access of applications and data from any location by a distributed storage system. Erasure codes offer better data replication technique with reduce…
Stochastic Compositional Gradient Descent under Compositional Constraints
Srujan Teja Thomdapu, Harshvardhan, Ketan Rajawat
This work studies constrained stochastic optimization problems where the objective and constraint functions are convex and expressed as compositions of stochastic functions. The pr…
Dynamic Cache Management In Content Delivery Networks
Srujan Teja Thomdapu, Palash Katiyar, Ketan Rajawat
The importance of content delivery networks (CDN) continues to rise with the exponential increase in the generation and consumption of electronic media. In order to ensure a high q…
Optimal Design of Queuing Systems via Compositional Stochastic Programming
Srujan Teja Thomdapu, Ketan Rajawat
Well-designed queuing systems form the backbone of modern communications, distributed computing, and content delivery architectures. Designs balancing infrastructure costs and user…
Decentralized Multi-Antenna Coded Caching with Cyclic Exchanges
Srujan Teja Thomdapu, Ketan Rajawat
This paper considers a single cell multi-antenna base station delivering content to multiple cache enabled single-antenna users. Coding strategies are developed that allow for dece…