Ranjita Bhagwan
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where they keep going back
- NSDI2 editions2020–2023
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| title | conference | date |
|---|---|---|
| OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
OpperTune is a deployed service that automatically picks which of hundreds of config knobs to tune, chooses whether to share or split tuning instances across… | ||
| SelfTune: Tuning Cluster Managers | NSDI 2023 | 2023-04-17 |
SelfTune is a lightweight API plus learning engine that plugs into cluster managers via simple calls like predict and set_reward, uses a continuous bandits… | ||
| Optimizing Network Provisioning through Cooperation | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
Cloud inter-DC provisioning uses application-declared deadlines and link failure time-series to cut capacity needs by about 30–45% on real substrate data. A… | ||
| Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated | NSDI 2020 | 2020-02-25 |
Rex learns correlated change‑rules from version histories using association rule mining and then refines them with tree-based diffs and anti‑unification to… | ||
| Orca: Differential Bug Localization in Large-Scale Services | USENIX ATC '19 | 2019-07-10 |
Orca takes symptom text and build number, opens the build graph to collect sibling/parent builds, and converts commits to AST diffs and touched paths. It… | ||
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