GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform
Summary: GRANO provides anomaly detection and graph-based RCA for cloud-native data platforms, via a Detection Layer, topology-aware Anomaly Graph Layer, and an RCA interface. On eBay production data, it cuts MTTR from hours to minutes via topology-aware RCA and automated on-call alerts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hanzhang Wang
- 2. Phuong Nguyen
- 3. Jun Li
- 4. Selcuk Kopru
- 5. Gene Zhang
- 6. Sanjeev Katariya
- 7. Sami Ben-Romdhane
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,901 | BALANCE: Bayesian Linear Attribution for Root Cause Localization | 2023 | SIGMOD | 4.8925595e-05 |
| 9,734 | Reliability Analytics for Cloud Based Distributed Databases | 2020 | SIGMOD | 4.2942813e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,901 | BALANCE: Bayesian Linear Attribution for Root Cause Localization | 2023 | SIGMOD | 4.8925595e-05 |
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 4,154 | Robust and Transferable Log-based Anomaly Detection | 2023 | SIGMOD | 6.4032498e-05 |
| 6,116 | GraphAn: Graph-based Subsequence Anomaly Detection | 2020 | VLDB | 5.2039218e-05 |
| 9,872 | Substructure-aware Log Anomaly Detection | 2025 | VLDB | 4.2667743e-05 |
| 7,989 | RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems | 2025 | VLDB | 4.6124681e-05 |
| 11,874 | Graph-based Exploration of Non-graph Datasets | 2016 | VLDB | 4.1945683e-05 |
| 9,734 | Reliability Analytics for Cloud Based Distributed Databases | 2020 | SIGMOD | 4.2942813e-05 |
| 10,822 | DBPecker: A Graph-Based Compound Anomaly Diagnosis System for Distributed RDBMSs | 2025 | VLDB | 4.1945683e-05 |
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-05 |