What is Database Sharding, Logical and Physical Shards, Dynamic vs Algorithmic Sharding | 2021

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Күн бұрын

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@77loutube
@77loutube 2 жыл бұрын
The greatest drawback is the "complexity" it brings in your architecture. Sharding is the last resort as you said. Nice video with clarity.
@muskangoyal5536
@muskangoyal5536 2 жыл бұрын
Short, crisp and explained in the simplest possible way. Thanks for the hard work you put in. It is indeed very helpful.
@sudocode
@sudocode 2 жыл бұрын
Thanks Muskan
@zahid1909
@zahid1909 2 жыл бұрын
a bright confident precise and concise lesson. you are a great teacher, kept my brain neurons constantly firing. what a class! keep all these good work.
@akashpandey3146
@akashpandey3146 Жыл бұрын
One basic concept that can be added before getting into intermediate concepts like sharding - is Indexing. Often, before scaling up , it's better to index smartly to reduce the reading latency. Overall good video.
@pranjalsharma3621
@pranjalsharma3621 2 жыл бұрын
Yogita, just wanted to let you know I read database sharding from other popular sources also but your explanation with example is best I found. Keep Going on !!!
@saxenapeksha
@saxenapeksha 2 жыл бұрын
Great video, nicely explained. A hands-on video to shard data on SQL and NoSQL databases will help a lot. Good work.
@siddharthgaur7919
@siddharthgaur7919 3 жыл бұрын
Nice explanation yogita!! 👍 Hands-on demos would be really great!!
@sudocode
@sudocode 3 жыл бұрын
Sure 😊 Will do share soon.
@sumonmal009
@sumonmal009 3 жыл бұрын
horizontal and vertical sharding 4:20 Sharding 5:26 Logical and physical sharding 17:54 advantages 9:00 algorithmic and logical sharding 11:33 drawback 13:53
@imtiyazuddin6263
@imtiyazuddin6263 2 жыл бұрын
Nice explanation.! I like the way you try to convey without unwanted gossip and excluding intro
@amitchatterjee3836
@amitchatterjee3836 3 жыл бұрын
Great ! A hands on video will make it complete. Thanks Yogita.
@sudocode
@sudocode 3 жыл бұрын
Most welcome 😊 Will try!
@thecloudbaba8668
@thecloudbaba8668 6 ай бұрын
Very Good Tutorial! Simplified the concept like anything. Sharding Key is a crucial here. Choose sharding if its really needed.. not every organization needed it. choosing wrong sharding key could bring lot of complexities and wrong data to the customer.
@Gamer_with_knowledge
@Gamer_with_knowledge Жыл бұрын
The way Yogita teaches these concepts is too good. 😀 Superb explanation
@tanu6011
@tanu6011 3 жыл бұрын
Yes, please a hands on video will be very useful. One on relational(any one) and non-relational(any one) DB.
@sudocode
@sudocode 3 жыл бұрын
Noted! Coming soon!
@kumaraditya9986
@kumaraditya9986 3 жыл бұрын
Having the theortical knowledge is good but seeing the practical application will give the understanding how it is really done in the industry.
@stevejob6079
@stevejob6079 3 жыл бұрын
@@kumaraditya9986 You are right with your suggestion.
@PradeepKumar-db7pe
@PradeepKumar-db7pe 2 жыл бұрын
Dynamic sharding - does it also means db is sharded dynamically? Or is it dynamically decided which shards to query?
@austinfletcher6375
@austinfletcher6375 3 жыл бұрын
This series is awesome. Watching most every vid
@rohit-ld6fc
@rohit-ld6fc 2 жыл бұрын
best sharding video
@punjab2downtown817
@punjab2downtown817 2 жыл бұрын
Nice explanation! Great work
@thesobercoder
@thesobercoder 2 жыл бұрын
Being an architect myself, I can vouch this content is gold!
@sudocode
@sudocode 2 жыл бұрын
Thanks for the validation Soham. Feels good to know that you liked our content.
@darshanmn8379
@darshanmn8379 2 жыл бұрын
Great explanation, the way you explained is that the concept is concise and informative, Thank you and keep going!
@samahome
@samahome 2 жыл бұрын
Excellent & clear explanation. Kudos.
@treehuggerpj
@treehuggerpj 2 жыл бұрын
Good overview. My comment is: Sharding and partitioning are not the same though they both are breaking up a large data set into smaller subsets. Sharding implies the data is spread across multiple databases while partitioning is about grouping subsets of data within a single database instance.
@punyabikash3624
@punyabikash3624 6 ай бұрын
Excellent explanation it helps a lot keep up good work…thank you so much it’s really helpful ❤
@satviksharma4897
@satviksharma4897 3 жыл бұрын
Thanks a ton for this course. Really grateful
@sudocode
@sudocode 3 жыл бұрын
You're very welcome!
@ChandraShekhar-by3cd
@ChandraShekhar-by3cd 3 жыл бұрын
Nice Explanation of such a great and important topic in system desing. Please keep uploading more video, these are quite informational and it is very useful for cracking system design round for FANG! Thanks a lot for your time and effort.
@sudocode
@sudocode 3 жыл бұрын
Thank you, I will
@ashishkumar-lm6cv
@ashishkumar-lm6cv 3 жыл бұрын
Hi Yogita, Your explanations are awesome but I think you can deep dive once basics are done and also if you plan to have real implementation it would be of great help as most of the developers don't have access to work at such a scale. Keep up the Great Work !!!!
@sudocode
@sudocode 3 жыл бұрын
Noted. I will share.
@stevejob6079
@stevejob6079 3 жыл бұрын
Hello Ashish, thank you for a point such a great point that will compliment her introduction. Great work Yogita.
@AKASH._._.
@AKASH._._. 2 жыл бұрын
Thank you so much, Mam.It was really Helpful😁
@mamtasingh-jo2fo
@mamtasingh-jo2fo 3 жыл бұрын
Yogita,your videos are really very helpful to understand the sharding concept. I have followed the whole system design series.thanks a lot for making this series..
@sudocode
@sudocode 3 жыл бұрын
Glad to hear that
@mcraven281
@mcraven281 3 жыл бұрын
Great content would like to see relational db sharding as a hands on first.
@GiriJeedigunta
@GiriJeedigunta Жыл бұрын
Great video thank you !!! What are the usecases for vertical partitions?
@suniguha
@suniguha 2 жыл бұрын
Excellent content and explanation.
@biswajitkundu8322
@biswajitkundu8322 3 жыл бұрын
Salute to your effort to explain the concepts, would love to see hands on for one relational and one non-relational db
@yashaswinichetty3351
@yashaswinichetty3351 3 жыл бұрын
Awesome content on Sharding, Can you please do a hands on practical video on how to do replication and sharding
@sudocode
@sudocode 3 жыл бұрын
Will try to.
@colinmaharaj
@colinmaharaj 2 жыл бұрын
Before I say anything, I will admit I have no experience with sharding, but I do understand what you presented. Scenario. With 1million users, would you say that user info maybe be small but related user information, like images or videos can take up a lot of space. So it's not so much the amount of users as opposed to the space user supported data can take up.
@Taha14730
@Taha14730 Жыл бұрын
I respect the way you explain
@noobcodes1365
@noobcodes1365 Жыл бұрын
I have a doubt, I see that in vertical partitoning example from 3:49 you have put each column in a different database server. Can we do that for vertical partitining? I read that only horizontal partitioning is spread across database servers whereas vertical partitining is done withing a server. Can we do it for vertical too?
@rajarshiparmar1990
@rajarshiparmar1990 3 жыл бұрын
The best way anyone could have explained it. Been working in IT for the past 2 years I just feel lost in the CS concepts and never found any structured content. Since I did my bachelors in Electronics. Thank you.
@srinivasanvk57
@srinivasanvk57 3 жыл бұрын
Highly interesting and useful content to a beginner. I think the basics are covered very well. Good job and thanks for the video
@rupeshjha4717
@rupeshjha4717 3 жыл бұрын
Great work once again!! Please keep it up! Waiting for sharding strategy and shard keys video!!
@sudocode
@sudocode 3 жыл бұрын
Very soon!
@TechnoSparkBigData
@TechnoSparkBigData 2 жыл бұрын
Great explanation. Which mic are you using? You voice is very clear
@yatishraja3998
@yatishraja3998 7 ай бұрын
Your explanation is very good but your rate of speech is very fast and maintain a positive tone when you are explaining so that the viewer feels easy to digest the data Thanks
@mehmetedex
@mehmetedex 2 жыл бұрын
I'm happy this is free
@mayanktripathi4u
@mayanktripathi4u Жыл бұрын
Thanks for the video, this is really awesome. Though after watching and learning abt this I am more confused with the other various terms. Please make a video to clarify those. Database Partition Vs Table Partition Vs Distributed Database Vs Replication. What I understand is Replication is a Read-Copy with a distributed system. Distributed Database is having multiple database at different servers however in Sharding we are doing the same, if so what is the difference. And how the Database Partition is different than Table Partition, as in table partition we do not have to worry abt accessing it or no downtime is required however for database partition we would need some downtime when adding new partition.
@UECAshutoshKumar
@UECAshutoshKumar 3 ай бұрын
Thank you
@swaroopsuki1322
@swaroopsuki1322 6 ай бұрын
this will help me to understand the logic but hands on will give clear idea how its actually work
@rawatsohan11
@rawatsohan11 2 жыл бұрын
Great Explanation. Can you please make video on Time series DB ?
@omni3x
@omni3x 2 жыл бұрын
awesome video...it really helped
@payamysf
@payamysf 2 жыл бұрын
Very helpful, thank you!
@aadithyathamizhselvan168
@aadithyathamizhselvan168 2 жыл бұрын
great explanation
@pratikvyas3384
@pratikvyas3384 2 жыл бұрын
Yes please 🥺 we want hands on videos as well
@2711Suvro
@2711Suvro 2 жыл бұрын
18000 views 800 like... ☹️ you need to remind people to like the video in the middle of it... This was very helpful
@77loutube
@77loutube 2 жыл бұрын
So the strategy to scale in most use cases: Vertically scale -> Separate Read and Write -> Archive and keep it under control -> Try breaking the application into smaller services -> Shard the last resort
@77loutube
@77loutube 2 жыл бұрын
add cache, replicas* in between
@priyaarora4436
@priyaarora4436 2 жыл бұрын
Thank you Yogita for making this channel. I went through your primer course videos, and they explain all the concepts in a very detailed manner. However, I am not getting confidence how to give system design interview i.e how to connect all the concepts combined together to form a system. Could you upload a video in an interview manner like starting from a problem, discussion that happen between interviewer and interwee to proceed with the design?
@akshayagrawal2222
@akshayagrawal2222 2 жыл бұрын
Yogita!!! your presentation is just amazing and out of the box. IMO you are the best teacher please please make videos on DSA too. I am 100% sure you will get overwhelming response
@sudocode
@sudocode 2 жыл бұрын
Thanks a lot Akshay. 🤗
@sonalisatarupa5451
@sonalisatarupa5451 Жыл бұрын
Helpful video .We would like to have hands-on on how to shard relational DB and NOSQL DB. Reply
@shobhitarya1637
@shobhitarya1637 3 жыл бұрын
Thanks Yogita for such a great video..really helpful..we would like to have lecture on how to shard relational DB and NOSQL DB.
@debapratimshyam149
@debapratimshyam149 2 жыл бұрын
Hi Yogita, does adding more shards later on in the development phase also increase a challenge, what I mean is if we add another shard do I again have to redristribute the data from old shard ?
@colinmaharaj
@colinmaharaj 2 жыл бұрын
Should I design and code my own database engine?
@imtiyazuddin6263
@imtiyazuddin6263 2 жыл бұрын
Please make practical sharding video
@mejiger
@mejiger Жыл бұрын
Good explanation
@rakeshgaur653
@rakeshgaur653 3 жыл бұрын
wow, well done!
@ChandraShekhar-by3cd
@ChandraShekhar-by3cd 3 жыл бұрын
I had one question to ask : let's say that I have sharded the date in to mulitiple machines for desinging facebook, then in this case how the "FEED / TIMELINE" of a particular user be generated? One user can have multiple friends and he can follow many pages as well. So do we need to go to each of the shard where the friend of the user is residing to retureive the post information ?? It will make the system bit slow. How should we overcome this issue??
@rupeshjha4717
@rupeshjha4717 3 жыл бұрын
Hi, when a particular user posts something then there is something called fanout services which push the same data into the timeline of the friends' user which is also maintained using some caching strategy and it happens in the background so that when friend user looks at their timeline can see the post and also one more thing to keep in mind is the data is eventually consistent in most of the social networking platform so it may take some time to update the timeline.
@ArunRaj-zq5kk
@ArunRaj-zq5kk Жыл бұрын
Is sharding and partitioning the data same? As per my understanding, partitioned the data based on column which will create separate file for each partition value, so that it will improve the read performance when we query the data based on partition column
@zyro9922
@zyro9922 3 жыл бұрын
What an awesome intro
@Varuag89b
@Varuag89b 2 жыл бұрын
Great video as always. Hands on like sharding MYSQL would be great. Any plans for that?
@danielteklay9629
@danielteklay9629 2 жыл бұрын
its Good explanation
@YasmínHarbinson
@YasmínHarbinson 23 күн бұрын
Appreciate the detailed breakdown! Could you help me with something unrelated: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How can I transfer them to Binance?
@whatif1435
@whatif1435 3 жыл бұрын
Great video
@nashaus6611
@nashaus6611 2 жыл бұрын
Hi Yogita, what is the use of logical sharding ? Thanks a lot for your videos ! :)
@geoffreyhibon2651
@geoffreyhibon2651 2 жыл бұрын
Great job :)
@vinayakashankar6901
@vinayakashankar6901 2 жыл бұрын
Good job
@subee128
@subee128 5 ай бұрын
Thank you very much
@ShahbazKhan275817
@ShahbazKhan275817 2 жыл бұрын
Are their any other use case of logical partition other than query optimization?
@PradeepKumar-db7pe
@PradeepKumar-db7pe 2 жыл бұрын
Dynamic sharding - does it also means db is sharded dynamically? Or is it dynamically decided which shards to query?
@kalyanbellamkonda8653
@kalyanbellamkonda8653 3 жыл бұрын
Very nyc yogita concept is clear
@sudocode
@sudocode 3 жыл бұрын
Thanks :)
@jyotir124
@jyotir124 2 жыл бұрын
can we do replication as well as sharding for the same DB architecture, if so how. Could you please explain
@saralk18
@saralk18 2 жыл бұрын
Did you mention problem with transactions after sharading?
@Live-hh6li
@Live-hh6li 3 жыл бұрын
Nice explanation Thanks
@sudocode
@sudocode 3 жыл бұрын
You are welcome
@alakhkaushik
@alakhkaushik 2 жыл бұрын
Thought: Would it be better to mindfully split the tables in different databases instead?
@Shubham__Saroj
@Shubham__Saroj 2 жыл бұрын
awesome
@prithvirajan105
@prithvirajan105 4 ай бұрын
Thank you :)
@amanjain4603
@amanjain4603 2 жыл бұрын
Hi Yogita, Thanks for such a vivid explanation. I just have one doubt. You gave an example of Tinder while talking about Sharding sometime around 10:22. We can shard on the basis of cities definitely. I was just wondering what would happen to a particular person's data (in db) when he moves from city X to city Y ? Will that data be lost ?
@mohtalha
@mohtalha Жыл бұрын
Insert the record in new shard and soft delete from old shard
@matrixlnmi169
@matrixlnmi169 2 жыл бұрын
Thanks ! City based partion will come under column ( Vertical partion ) , right ?
@abhinavjaglan1782
@abhinavjaglan1782 11 ай бұрын
no, it comes under horizontal data partitioning only, with city name as the shard key. all rows related to same city will be stored in same shard
@fadedmemes
@fadedmemes 5 ай бұрын
Can't we create index instead of sharding like search query will be faster rather than doing sharding?
@2010aishwary
@2010aishwary 3 жыл бұрын
very nice videos, please keep it going ..........
@sudocode
@sudocode 3 жыл бұрын
Thank you, I will
@dominikg544
@dominikg544 3 жыл бұрын
i would like to see video comparing time series dbs for low latency large data sets.
@tejsingh344
@tejsingh344 3 жыл бұрын
Query across the shards is not a disadvantage I mean situation itself will not arise as in shards( horizontal partitioning ) we are going to put whole schema in any particular shard not just a specific table..
@sudocode
@sudocode 3 жыл бұрын
Horizontal sharding implies splitting a table into multiple shards. In some cases all those shards have to be queried.
@nidhiverma6760
@nidhiverma6760 3 жыл бұрын
Please make video on sharding in mongodb.
@theghostwhowalk
@theghostwhowalk 3 жыл бұрын
Great explanation. One video if possible on Zookeeper please with use case.
@sudocode
@sudocode 3 жыл бұрын
Will add to the list.
@ashishk8490
@ashishk8490 6 ай бұрын
You teach a lot better than Gaurav Sen. Why don't you you launch your course on System Design. It would be a great help for all of us.
@Nexatek
@Nexatek 3 жыл бұрын
Can you make a tutorial on Spring Boot internal working?
@vaishalirathore3723
@vaishalirathore3723 3 жыл бұрын
demos for both relational and non-relation would be really helpful...
@sudocode
@sudocode 3 жыл бұрын
noted!
@kamalsmusic
@kamalsmusic 2 жыл бұрын
What is the point of having logical shards if we can have multiple physical shards?
@dominikg544
@dominikg544 3 жыл бұрын
nice
@tayyabachowdary1007
@tayyabachowdary1007 2 жыл бұрын
You should add link to the next and previous video in your description section
@sudocode
@sudocode 2 жыл бұрын
good idea!
@justvenkyy...3423
@justvenkyy...3423 3 жыл бұрын
reading data from a table having a index vs sharding , which gives more performance? index helps to look up isnt?
@sudocode
@sudocode 3 жыл бұрын
Problems change with scale. Indexing might not help when datasets are huge.
@jkiakumbo9569
@jkiakumbo9569 2 жыл бұрын
Hello, I really liked your video and your explanation is very clear but I don't agree with that partitioning and sharing is the same. For my knowledge partitioning is when we are splitting a table in database and sharing is when we are splitting data to different databases. So partitioning is done in the same database, we will just split/ partitioning the tables and sharing is done having multiple database, we will sharing data between database.
@sudocode
@sudocode 2 жыл бұрын
I am sorry to say but that’s not accurate. Please check your source from where you read this. Check description for sharding links that I shared.
@Nexatek
@Nexatek 3 жыл бұрын
Hands-on videos would be of great help
@sudocode
@sudocode 3 жыл бұрын
will do try for sure.
@abhinavpandey3356
@abhinavpandey3356 3 жыл бұрын
Hi please come up with hands on using mongodb will help a lot 🙏
@sudocode
@sudocode 3 жыл бұрын
Will add it to the list.
@jinalkumarpatel5138
@jinalkumarpatel5138 3 жыл бұрын
Good one. How sharing of db relate to cap theorem ?
@sudocode
@sudocode 3 жыл бұрын
It's a long answer!
@jinalkumarpatel5138
@jinalkumarpatel5138 3 жыл бұрын
@@sudocode may be I have used wrong world...it is sharding and not sharing..
@ranitbiswas6278
@ranitbiswas6278 Жыл бұрын
DB Shards and DB Partitions are two different terms if we take distributed database into the picture. In fact, sharding and partitioning have different meanings in distributed system.
@sudocode
@sudocode Жыл бұрын
Could you please link the source to your claim here?
@balajiarumugam1876
@balajiarumugam1876 Жыл бұрын
@@sudocode FYI -> kzbin.info/www/bejne/rYnZnZ2bm72se9E&ab_channel=AsliEngineeringbyArpitBhayani
@naidusunny2744
@naidusunny2744 3 жыл бұрын
Can you please cover how bloom filter can help here?
@sudocode
@sudocode 3 жыл бұрын
Will cover in a separate video!
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