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Topic: design the twitter architecture (Read 2941 times) |
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spur
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design the twitter architecture
« on: May 23rd, 2012, 12:49pm » |
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When an interviewer asks you to design the twitter what does he expect to get out of the candidate?
The question was how would you show the latest 5 tweets of people whom he follows? Take care of the scalability of the problem.
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spur
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Re: design the twitter architecture
« Reply #1 on: Jun 8th, 2012, 12:44pm » |
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Hey, did i put the question in the wrong thread?
Ok let me explain what solution i gave for the question
The aim is to show latest 5 tweets
i would use two logic one for people whom i am subscribed who have large number of subscribers(famous tweeters) and other for others who are like friends who do not have many subscribers(non-famous).
For non-famous use listener observer algorithm and update each subscribers stack.
For each famous user have a stack for his tweets.
While rendering the latest tweets use the user's stack and all stacks of the famous people and get the latest 5 tweets from all of them.
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towr
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Re: design the twitter architecture
« Reply #2 on: Jun 9th, 2012, 4:53am » |
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on Jun 8th, 2012, 12:44pm, spur wrote:| Hey, did i put the question in the wrong thread? |
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No, it's in the right place. But I guess few people have a good idea to share. I don't really know enough about how to optimize performance in such large scale systems.
Separating the popular tweeters into a separate group sounds like good idea, since those tweets will be requested often, but that doesn't go far to answering the question I think. Because how do you efficiently find the 5 most recent posts among dozens of tweeters whose data may be spread across dozens of servers. It would seem a waste to get the last 5 tweets of each of them, sort those and return the 5 latest overall.
Both time-efficient and bandwidth is a concern here; as well as how to organize the data in the first place.
And you can't really give a really good answer without some idea of the statistics of the problem; what's the distribution of the number of people someone follows, how many request do they make, etc.
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