Mariana: Tencent Deep Learning Platform and its Applications
Summary: Mariana is Tencent's production DL platform for scalable training of large DNNs via multi-GPU data parallelism, CNN model/data parallelism, and a CPU-cluster framework. Built-in experiment tooling enables rapid model exploration and it's deployed for ASR, image recognition, and CTR prediction in WeChat, QQ, and Qzone. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yongqiang Zou
- 2. Xing Jin
- 3. Yi Li
- 4. Zhimao Guo
- 5. Eryu Wang
- 6. Bin Xiao
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 683 | Cerebro: A Data System for Optimized Deep Learning Model Selection | 2020 | VLDB | 0.00018195476 |
| 5,720 | BAGUA: Scaling up Distributed Learning with System Relaxations | 2022 | VLDB | 5.3527734e-05 |
Previous
Page 1 / 1
Next
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 |
|---|
Previous
Page 1 / 1
Next