I am a final year Ph.D. candidate at the Computer Science Department at UCLA. My research interests are broadly in using ML and NLP techniques to improve networks and systems. My PhD thesis focus is on assisting end-to-end debugging workflows in production distributed systems. I am advised by George Varghese and Ravi Netravali. Prior to joining UCLA, I received my B.Tech.(Hons.) from the Computer Science and Engineering Department at Indian Institute of Technology, Kharagpur where I was advised by Sandip Chakraborty and Subrata Mitra.
AWS: Reasoning Performance Degradations In AWS Redshift
Applied Scientist Intern, Summer'23, AWS Redshift.
Microsoft: Automated Root-Cause Labelling of Incidents in Microsoft Azure
Research Intern, Summer'22, MSR Redmond.
Google: Root-cause Analysis of Global Network Bad-Minutes
Research Intern, Summer'21, CoreInfra Group.
Student Researcher, Fall'21, CoreInfra Group.
Adobe: Optimizing Containing Performance in the Cloud
Research Intern, Summer'18, BigData Experience Lab.
Adobe: (Best Overall Project Award) Personalized E-learning Curricula using Knowledge Tracing and Hint-Taking Propensity
Research Intern, Summer'17, BigData Experience Lab.
AutoARTS: Taxonomy, Insights and Tools for Root Cause Labelling of Incidents in Microsoft Azure
Dogga, P., Bansal, C., Costleigh, R., Jayagopal, G., Nath, S., and Zhang, X.
(USENIX ATC 23) Proceedings of 2023 USENIX Annual Technical Conference
Revelio: ML-Generated Debugging Queries for Distributed Systems
Dogga, P., Narasimhan, K., Sivaraman, A., Saini, S.K., Varghese, G., and Netravali, R.
(MLSys 22) Proceedings of Machine Learning and Systems
A System-Wide Debugging Assistant Powered by Natural Language Processing
Dogga, P., Narasimhan, K., Sivaraman, A., and Netravali, R.
(SoCC 19) ACM Symposium of Cloud Computing
Edge-based Transcoding for Adaptive Live Video Streaming
Dogga, P., Chakraborty, S., Mitra, S. and Netravali, R.
(HotEdge 19) 2nd USENIX Workshop on Hot Topics in Edge Computing
CL Scholar: The ACL Anthology Knowledge Graph Miner
Singh, M., Dogga, P., Patro, S., Barnwal, D., Dutt, R., Haldar, R., Goyal, P. and Mukherjee, A.
(NAACL-HLT 18) North American Chapter of the Association for Computational Linguistics: Demonstrations
Modeling Hint-Taking Behavior and Knowledge State of Students with Multi-Task Learning
Chaudhry, R., Singh, H., Dogga, P. and Saini, S.K.
(EDM 18) International Educational Data Mining Society
A System-Wide Debugging Assistant Powered by Natural Language Processing
Overview of the proposed NLP-Powered debugging assistant
Edge-based Transcoding for Adaptive Live Video Streaming
Existing Live Video Streaming Infrastructure
Proposed Edge-based Live Video Streaming Infrastructure using Hardware Accelerated Codecs and P2P Streaming
2018-2019 UCLA Graduate Division Fellowship
2017 Best Overall Project Award, Adobe Research-India
2016 Best Intern, Smartron-India
2014 Inspire Fellowship Awardee, Govt of India
2012 Rank 6 in South Indian Chemistry Olympiad (SIChO)
2012 Rank 9 in South Indian Mathematics Olympiad (SIMO)