Active Server Availability Feedback
Summary: Automates collection of rich, unbiased server-side availability and usage telemetry to replace weak, self-selected customer feedback. Uses active sampling across competitive, beta and legacy releases to feed developers and accelerate evolution ≈10×. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. James Hamilton (Microsoft)
BibTeX Citation
@inproceedings{hamilton_cidr03,
address = {Amsterdam, Netherlands},
series = {{CIDR} '03},
title = {{Active Server Availability Feedback}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Hamilton, James},
year = {2003}
}
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