InteMon: Intelligent System Monitoring on Large Clusters
Summary: Prototype system InteMon monitors 100+ hosts in a CMU data center, using SNMP and MySQL storage with a web-based visualization. It employs state-of-the-art stream mining for real-time anomaly detection, detects broken correlations, and pinpoints root causes via an interactive GUI. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Evan Hoke
- 2. Jimeng Sun
- 3. Christos Faloutsos
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,231 | Streaming Pattern Discovery in Multiple Time-Series | 2005 | VLDB | 0.00011658901 |
| 2,567 | Maintaining Time-Decaying Stream Aggregates | 2003 | PODS | 8.4752829e-05 |
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