cmu-db/peloton
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The Self-Driving Database Management System
12 mentions on Hacker News by 11 people: 3 stories, 9 comments · first 2016-12-02 · latest 2023-06-16
20082026
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…in Andy's blog. I was Andy's visiting PhD at CMU and was the top 1 contributor to Peloton ( https://github.com/cmu-db/peloton ). Today, building a database from scratch is extremely difficult, for several reasons: 1. it anyways takes a…
comment by yingjunwu · 2023-06-16 · in Building a new database management system in academia (2017) -
From the GitHub README: https://github.com/cmu-db/peloton UPDATE 2019-03-17 The Peloton project is dead. We have abandoned this repository and moved on to build a new DBMS. There are a several engineering techniques and designs that we…
comment by adamfeldman · 2019-03-26 · in Peloton – NVMe-first, PostgreSQL-compatible, self-driving DBMS -
lol "Latest development updates" > Added notice that the project is dead https://github.com/cmu-db/peloton/commit/484d76df9344cb5c153...
comment by ambicapter · 2019-03-26 · in Open Sourcing Peloton, Uber’s Unified Resource Scheduler -
CMU has a "self driving" db with the same name https://github.com/cmu-db/peloton
comment by dominotw · 2018-10-30 · in Peloton: Uber’s Unified Resource Scheduler for Diverse Cluster Workloads -
For a moment, I thought that CMU's and Andy Pavlo's amazing database project got serious funding. https://github.com/cmu-db/peloton I'm a bit disappointed now
comment by polskibus · 2018-08-03 · in Peloton raises $550M at a valuation of $4B -
…research project at CMU[0]. You obviously aren't writing the whole thing from scratch though. [0]: https://github.com/cmu-db/peloton
comment by jeffreyrogers · 2018-06-11 · in Anders Hejlsberg on Modern Compiler Construction (2016) [video] -
…groups are already going in this direction. PeletonDB is trying to use DL to build a self-tuning DB https://github.com/cmu-db/peloton We have been trying to self-tune resource management decisions in Hadoop YARN using deep learning.
comment by jamesblonde · 2017-12-11 · in Machine Learning for Systems and Systems for Machine Learning [pdf] -
…which query plans are better via reinforcement learning (the reward is given by the human). [1]: https://github.com/cmu-db/peloton
comment by bruth · 2017-10-06 · in PostgreSQL 10 Released -
…-0500 Take a look at the different graphs on GitHub, like code frequency, to get a better idea: https://github.com/cmu-db/peloton/graphs/code-frequency
comment by daenney · 2017-01-21 · in Peloton – a relational database designed for autonomous operation