Ranjita Bhagwan

7 papers · 2014–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🧬 Topic Evolution 📈 Trend Setter

Venues

NSDI (5) OSDI (2)

Top co-authors

Rahul Kumar (3) Gagan Somashekar (2) Yogesh Bansal (2) Ramachandran Ramjee (2) Nagarajan Natarajan (2) Harsha Sharma (1) Antonis Papadimitriou (1) Chieh-Chun Chang (1) Sagar Bharadwaj (1) Parth Thakkar (1)

Research topics

Computer Science (4) Machine Learning (4) Applications · Computer Science (3) Reinforcement Learning (2) Application Areas (2) Optimization & Theory (2) Systems (2) Mathematics & Optimization (1) Applications · Reinforcement Learning (1) Methods (1) Optimization (1)

Keywords

cloud computing (2) reinforcement learning (2) resource allocation (1) machine learning (1) bug localization (1) program analysis (1) parameter tuning (1) throughput optimization (1) encrypted data (1) traffic engineering (1) cluster management (1) load balancing (1) configuration tuning (1) post-deployment tuning (1) microservice application (1) capacity planning (1) homomorphic encryption (1) encrypted dataset (1) big data analytics (1) frequency attack prevention (1)

Papers

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy NSDI 2024 SelfTune: Tuning Cluster Managers NSDI 2023 Optimizing Network Provisioning through Cooperation NSDI 2022 Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated Change Analysis NSDI 2020 Orca: Differential Bug Localization in Large-Scale Services OSDI 2018 Big Data Analytics over Encrypted Datasets with Seabed OSDI 2016 Adtributor: Revenue Debugging in Advertising Systems NSDI 2014