TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time
Summary: Kernel-level TcpRT traces per-query performance with minimal overhead via TCP congestion-control callbacks, transparent to DB processes. Aggregated traces power a distributed stream engine with a self-adjusting Cauchy model for automatic anomaly detection and network fault localization; deployed at Alibaba Cloud. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wei Cao (Alibaba)
- 2. Yusong Gao (Alibaba)
- 3. Bingchen Lin (Alibaba)
- 4. Xiaojie Feng (Alibaba)
- 5. Yu Xie (Alibaba)
- 6. Xiao Lou (Alibaba)
- 7. Peng Wang (Alibaba)
BibTeX Citation
@inproceedings{cao_sigmod18,
title = {{TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time}},
author = {Cao, Wei and Gao, Yusong and Lin, Bingchen and Feng, Xiaojie and Xie, Yu and Lou, Xiao and Wang, Peng},
series = {{SIGMOD} '18},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3183713.3190659},
url = {https://dl.acm.org/doi/10.1145/3183713.3190659},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,949 | Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases | 2020 | VLDB | 9.430385e-05 |
| 3,326 | Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics | 2020 | SIGMOD | 7.5187553e-05 |
| 5,023 | DBPA: A Benchmark for Transactional Database Performance Anomalies | 2023 | SIGMOD | 6.3979497e-05 |
| 11,417 | Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet | 2023 | SIGMOD | 5.093636e-05 |
| 11,450 | CORE-Sketch: On Exact Computation of Median Absolute Deviation with Limited Space | 2023 | VLDB | 5.093636e-05 |
| 11,703 | Approximating Median Absolute Deviation with Bounded Error | 2021 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 361 | The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing | 2015 | VLDB | 0.00020138717 |
| 612 | Twitter Heron: Stream Processing at Scale | 2015 | SIGMOD | 0.0001573018 |
| 1,348 | An Evaluation of Alternative Architectures for Transaction Processing in the Cloud | 2010 | SIGMOD | 0.00011071078 |
| 9,500 | Realization of the Low Cost and High Performance MySQL Cloud Database | 2014 | VLDB | 5.2599044e-05 |
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