Kandula, Srikanth

1. Solving Large-Scale Granular Resource Allocation Problems Efficiently\n with POP
   2021/10/22 by Deepak Narayanan, Narayanan, Deepak, Fiodar Kazhamiaka +13 · 8 citations
   Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Optimization and Search Problems #Parallel #Peer-to-Peer Network Technologies #and Cluster Computing (cs.DC)
2. Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem
   2023/05/22 by Behnaz Arzani, Siva Kesava Reddy Kakarla, Arzani, Behnaz +9 · 9 citations
   Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Stochastic Gradient Optimization Techniques #Neural Networks and Applications
3. Enhancing Network Management Using Code Generated by Large Language Models
   2023/08/11 by Sathiya Kumaran Mani, Yajie Zhou, Mani, Sathiya Kumaran +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
4. Finding Adversarial Inputs for Heuristics using Multi-level Optimization
   2023/11/21 by Pooria Namyar, Behnaz Arzani, Namyar, Pooria +13 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Physical Unclonable Functions (PUFs) and Hardware Security
5. Solving Max-Min Fair Resource Allocations Quickly on Large Graphs
   2023/10/15 by Pooria Namyar, Behnaz Arzani, Namyar, Pooria +13 · 2 citations
   Computer Science · Engineering · #Advanced Optical Network Technologies #Complexity and Algorithms in Graphs #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
6. A Deep Learning Perspective on Network Routing
   2023/03/01 by Perry, Yarin, Frujeri, Felipe Vieira, Hoch, Chaim +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)