Bạn có biết Twitter lưu trữ dữ liệu trên database nào?
công nghệ thông tin
Mình có search được 1 chút thì có một bài trên quora có cùng ý tưởng như vầy. Ý tưởng là sử dụng rất nhiều loại DB khác nhau với công dụng khác nhau.
Their GitHub page is quite informative on this topic, if you don't mind digging around a bit:
- MySQL - Twitter uses MySQL heavily for primary storage of Tweets and Users, and maintains a custom fork that they recently open-sourced: https://github.com/twitter/mysql. More information on the engineering blog:http://engineering.twitter.com/2...
- FlockDB - This is Twitter's in-house graph database, which they use to store social graph information (following, etc). Ultimately it's built on MySQL, but it's still basically a proper database in its own right: https://github.com/twitter/flockdb
- Memcached: Twitter uses a "heavily modified" fork of Memcached 1.4.4 which they call Twemcache. It's been in production for well over a year already (as of 7/2012): https://github.com/twitter/twemc.... Also check out lots more info on the Engineering Blog:http://engineering.twitter.com/2...
- Cassandra: Twitter has spent a lot of time experimenting with Cassandra. Ultimately this led to services like Snowflake for quickly generating unique identifiers: https://github.com/twitter/snowf.... There's also a Ruby gem for Cassandra here:https://github.com/twitter/cassa...
- Gizzard: This is an in-house scala framework for building custom distributed databases (with arbitrary storage technology), that underlies a number of the other systems discussed here. GitHub page here: https://github.com/twitter/gizzard
- Apache Lucene: This isn't on the GitHub page, but has been talked about publicly on the engineering blog. The search index is now powered by Lucene, through a system they call Earlybird. See http://engineering.twitter.com/2...andhttp://engineering.twitter.com/2...for more detail.
- HBase and Hadoop: Twitter uses Hadoop and HBase heavily, although this also isn't clear from the GitHub page. Check out Kevin Weil's "Elephant Bird" project on GitHub:https://github.com/kevinweil/ele..., with more information on the blog:http://engineering.twitter.com/2...
- Redis: Finally, there's some experimental timeline storage technology that was developed on Redis. It's unclear whether Redis is being used in production or not at this time, but see the Haplocheirus project: https://github.com/twitter/haplo...
There's plenty more, and surely lots of technology that has not been publicly disclosed, but that's the majority of public information that's available on the topic.
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An DANG
Mình có search được 1 chút thì có một bài trên quora có cùng ý tưởng như vầy. Ý tưởng là sử dụng rất nhiều loại DB khác nhau với công dụng khác nhau.
Their GitHub page is quite informative on this topic, if you don't mind digging around a bit:
There's plenty more, and surely lots of technology that has not been publicly disclosed, but that's the majority of public information that's available on the topic.