Hi! Welcome to my page.
I am Anish, an MS CS graduate student at Virginia Tech, graduating on May 23. My MS Thesis is on Serverless Computing, focusing on reducing the memory footprint of serverless ML inference workloads.
Last summer, I interned at VMware’s SDWAN team. There I worked on an interesting and challenging project called statistical counters. I spearheaded this project by collaborating with my manager, architect, and senior engineers. This project involved understanding underlying core counter services, SD-WAN architecture, evaluating tradeoffs, and system design.
After my Bachelors in Computer Science from BITS Pilani, India, I joined the OPPO India R&D centre as a software engineer. There I worked on Android development for OPPO’s WIFI module.
During my undergraduate studies, I completed a Summer Internship at Publicis Sapient. There, I built and deployed an end-to-end stream processing application using Azure Event Hubs and Spark’s Structured Streaming.
Shortly after, in my final year at BITS, I did quality research under Prof. Chittaranjan Hota and Dr. Paresh Saxena, publishing papers at top international conferences. Initially, in research, I worked on Time series Anomaly Detection proposing an algorithm to detect sequential anomalies and solve class imbalance problem. Later, I worked on Federated Learning, where I designed algorithms to reduce the FL’s communication overhead.
Publications
Fusion Learning: A One Shot Federated Learning
Anirudh Kasturi, Anish Reddy Ellore, and Chittaranjan Hota
20th International Conference on Computational Science (ICCS 2020 Netherlands),(Core A)
Hybrid Fusion Learning: A Hierarchical Learning Model for Distributed Systems
Anirudh Kasturi, Anish Reddy Ellore, Paresh Saxena, and Chittaranjan Hota
4th International Workshop on Deep Learning for Mobile Systems and Applications (26th ACM MobiCom 2020), London, Sept 2020, (Core A*)
Sequential Anomaly Detection using Feedback and Prioritized Experience Replay
Anish Reddy Ellore, Sanket Mishra and Chittaranjan Hota
14th International Conference on Network and System Security (NSS 2020 Australia), (Core B)