Errata for “Cerebro: A Data System for Optimized Deep Learning Model Selection”
Summary: Erratum to Cerebro: fixes the decentralized fine-grained training communication-cost formulation (Horovod baseline). Cost update: from k m p |S| |D| /(b p) to 2 k m (p-1) |S| |D| /(b p); changes are conceptual, with no impact on results or conclusions. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Supun Nakandala
- 2. Yuhao Zhang
- 3. Arun Kumar
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| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 683 | Cerebro: A Data System for Optimized Deep Learning Model Selection | 2020 | VLDB | 0.00018195476 |
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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 |
|---|---|---|---|---|
| 683 | Cerebro: A Data System for Optimized Deep Learning Model Selection | 2020 | VLDB | 0.00018195476 |
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