Design a Distributed Message Queue - System Design Mock Interview

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Күн бұрын

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A senior engineering manager, designs a distributed message queue.
When designing a distributed message queue, consider both functional and non-functional requirements. Use a topic-based system with a pull model for scalability and control. Use a key factor for sharding. Store data with SQL, NoSQL, or a write-ahead log system, and use metadata storage for important info.
To ensure fault tolerance, use a leader-follower approach with a coordination service and acknowledgment for write success assessment. Follow a structured approach and incorporate multiple producers and consumers for different topics to design an effective message queue.
Chapters (Powered by ChapterMe) -
00:00 - Intro
00:13 - Functional and distributed queue requirements
01:42 - Queue types topic base, fan out, order creation
02:36 - Direct message queues in ecommerce
06:39 - High-level design for messages with producers
11:10 - Scaling consumer for faster consumption
12:20 - Different options for queue design
13:29 - Key and sharding for message storage
13:56 - Different sharders for different buyers
14:21 - Storage options SQL, no SQL, write ahead
15:00 - SQL-based log management solution achieves high performance
18:01 - Partitioning 300TB files using buyer ID
18:52 - Partitioning, segmentation, metadata storage for Q
21:09 - Data storage, consumption, and fault tolerance
25:47 - Replicating messages in Kafka
28:57 - Faster interview questions highlight advantages of depth analysis
29:18 - System design interviews short summary, follow pattern
31:20 - Check-in with interviewer helps prepare for interview
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Пікірлер: 26

@tryexponent 5 ай бұрын

Make sure you're interview-ready with Exponent's system design interview prep course: bit.ly/3MWBqxs

@samirvasani2186 11 ай бұрын

this video explains more on how Kafka works then a pure distributed system..Content can be improved by mentioning a use case so that viewers can corelate the problem and the solution.Thanks

@tryexponent 10 ай бұрын

Hey samirvasani2186, thanks for the feedback!

@soumikdc 9 ай бұрын

Although it was good explanation of distributed queue, it hardly seemed like an interview. Usually the interviewer asks multiple counter question and takes the discussion into different direction as per his/her choice but here there was no such thing. This could have been more interactive.

@tryexponent 9 ай бұрын

Hey soumikdc! Thanks for the feedback. Appreciate it!

@Deepakkumar-dy1en 7 ай бұрын

Great content❤ About leaders and followers, i think there should be leaders for each topic plus partition instead of just topic.

@RicardoBuquet 9 ай бұрын

This guy is all over.. I would remove this video from your list. And the interviewed seems to be watching videos on youtube. There was barely no questions. This is not how interviews goes.

@afraz-khan Жыл бұрын

less than 15 mints to design and explain this huge and complex system? chill brah :) but anyway, a greate video and very fluid approach to design. was helpful. thanks guys.

@tryexponent Жыл бұрын

Glad you liked it, Afraz!

@raw_tech_with_tom 7 ай бұрын

A distributed message queue. I think that is different from a message stream. I see more of message stream like kafka design than an actual queue like rabbitmq.

@DebasisUntouchable 11 ай бұрын

the system design mock interview was good, but there are things were not fine, 1) It started with distributed queue, but you ended doing pub-sub 2) 100 bytes and initial calculation of topics and messages was not convincing, 3) You said there is a tradeoff between latency and throughput, that is not so, you are not thinking in distributed way. 4) You said, WAL, Consistent Hashing based on buyer_id and then Leader-Follower architecture, I guess you are bit confused. 5) And a segment of 10KB? that means for a message of 100 bytes, you will have 100 messages in a segment? It does not make sense right to have so less segment size. 6) And the consumer only reads from Leader not from replica? 7) Leader syncs to replica, you didn't say whether its async or sync replication. On the positive side, I liked your handling of meta-data and cluster service inclusions.

@user-of1vc Жыл бұрын

Which application/website is being used to draw diagrams in the video?

@tryexponent Жыл бұрын

Hey user, the whiteboard application being used here is Whimsical. They have a free and paid version so do check them out!

@jmitesh01 Жыл бұрын

segment size could be of 1 GB as in Kafka(vs here taken as 10KB which is quite small).

@amylovescoffee4759 Жыл бұрын

Is this a typical PM interview or more for engineers?

@tryexponent Жыл бұрын

Engineering! These system design questions are usually asked in engineering management and other technical roles

@ranjan19able 4 ай бұрын

which editor he is using to explain system design?

@tryexponent 4 ай бұрын

Hey ranjan19able! If you are talking about the whiteboard, it's called "Whimsical"!

@LustreSucre 3 ай бұрын

What app was used in this video?

@tryexponent 2 ай бұрын

Hey LustreSucre! The whiteboard tool used here is called "Whimsical".

@rajeshkishore7119 4 ай бұрын

Overall it was good but implementation has lot of complexity, could not find any thoughts on implementation for any of feature thoroughly

@qutaibabs1 5 ай бұрын

what whiteboarding softare he is using ?

@tryexponent 5 ай бұрын

Hey qutaibabs1! The whiteboard used here is called "Whimsical"

@qutaibabs1 5 ай бұрын

love it @@tryexponent

@pioneerx9066 4 ай бұрын

The interviewer didn't define what he meant by distributed. This just turned into a pub-sub topic system.

@happy..1907 Жыл бұрын

I don't use eBay