22
Feb
How to Build Your Own YouTube
I just finished writing a very complicated proposal for a video-sharing social network project that was essentially YouTube built with Rails. The online video-sharing arena is already pretty crowded but apparently there are still latecomers who want to get in on the action.
What was most surprising to me — at least, during the course of my research — was exactly how cheap it was to build our very own YouTube clone. Obviously as you approach YouTube’s size (45 terabytes of data and counting), it becomes more and more difficult to keep your operating costs down, but starting up is getting cheaper by the minute. (Which probably explains why everyone is jumping on the bandwagon.)
A big part of the steadily cheapening technology costs is the fact that you can now get pay-as-you-go grid computing and storage at very affordable rates. There are a whole bunch of services available out there, but for this pitch we decided to go with Amazon EC2 and S3.
Our project requirements required us to build an application that could handle 5,000 videos of 3-minutes-or-less per day, or as many as 300 submissions per hour. Those are piddling numbers compared to YouTube’s 65,000 per day, but they were big enough that we were understandably worried about how to manage the processing and conversion to FLV (streaming Flash video).
The process we were proposing to build worked like this:
- User uploads a video.
The average 3-minute MPEG video weighs in at 15mb. - Video is encoded or queued for encoding.
The video, assuming it is not corrupted or obviously broken in some way, is encoded into FLV, using open-source encoders FFMPEG or mplayer. Given the stated 300-videos-per-hour scenario, it’s entirely possible that you will run out of CPU resources to handle the load during peak hours of operation. (My Macbook Pro took about 10 seconds to do one full conversion of a 3-min WMV during my informal tests. 300 videos could take almost the entire hour.) When this happens, videos are held in a queue until enough resources are available to process them. - Video is queued for approval.
(This was a client request and is probably in response to the recent spats with YouTube and Viacom.) After a video has been encoded, it enters another queue, this time for editorial approval. Our estimates indicated that it would take an editor an average of 60 seconds per submitted video. This immediately presents a problem, as it suggests that your peak of 300 submissions would take 5 hours to process. If you have several peak hours in a row (which are often the case), you will have approval queues spilling over into the next day. A management solution must thus be in place to allow several editors to work in parallel. - Approved video is displayed on the website.
At this point, the video is available for public viewing. Flash video streaming would be accomplished by using the lighttpd web server, which rather conveniently supports FLV-streaming out-of-the-box. You could optionally also use flvtool2 to insert meta-data into each video. Every approved video is taggable, rateable, commentable, emailable, etc. (It’s a YouTube clone, what can I say.)
So how much does this whole thing cost?
Well, first let’s talk about some more numbers.
The big issue here is storage. Each new FLV weighs in at 2-4mb. If we assume that our maximum growth rate is 5,000 FLVs per day, we’re looking at a storage ceiling of about 450GBs in one month. If growth continues at a steady pace, you would need to have at least 6TBs of storage for your first year. And that doesn’t even include the raw originals, which would be 3-4 times larger. Neither does it include any kind of regular backup.
After the storage, you then have to worry about bandwidth. Let’s do some simple math and assume that each video on this theoretical YouTube clone would only be watched 20 times on average for the duration of its existence. That means that each video on the website represents a bandwidth cost of about 80mb or so. 150,000 videos per month multiplied by 80mb equals 12TB of monthly bandwidth.
When you apply these numbers of a solution powered by EC2/S3, you get some fairly affordable figures:
EC2 grid-computing costs for 1 year = $1,800.00
S3 storage costs for 1 year = $7,800.00
S3 bandwidth costs for 1 year = $18,000.00
Your total technology cost is less than $30,000.00, for a website that would (theoretically) end up to be about 1/10th the current size of YouTube.com. When you consider that YouTube was valued at $1.65 billion, $30,000.00 is chump change. Of course, you would actually need someone to develop and maintain this darned thing for you. You’d also need to spend on a full-time editorial team to view each and every one of those pesky videos:
Development cost = $30,000.00
Maintenance cost = $12,000.00
Editorial team = $15,000.00
All together you come up with a grand total of about $85,000.00. Still less than 0.0005% of that $1.65 billion.
February 22nd, 2007 at 3:58 pm
[…] Read More luis […]
February 22nd, 2007 at 4:27 pm
why would others jump on the latecomers when youtube meets the demand and desire of users? especially now that youtube is powered by google. search Fn is superb. the site never goes out. ad serving is just right. your client must have a pretty good idea how to monetize the site to get back that 4million pesos. ill wait for the part two of this. how to monetize a youtube clone. tnx for sharing.
February 22nd, 2007 at 4:47 pm
[…] How to Build Your Own YouTube I just finished writing a very complicated proposal for a video-sharing social network project that was essentially YouTube built with Rails. The online video-sharing arena is already pretty crowded but apparently there are still … […]
February 22nd, 2007 at 7:09 pm
This seems like a clue about something you mentioned the other day. Am I right? The question that people will probably ask is, will it scale with Rails? I won’t be able to say so. Though this looks a bit like our thesis (mobile upload/download). :D I haven’t heard what the companies interested in it came up with in agreement with the Department, though. It’s just disappointing that people at UP CompSci can do these things but because of the different environment while still in school, students don’t aim for their work to be 100% marketable. I hope that changes. Sayang kasi yung topics ng thesis kung hindi rin nagagamit or naiimprove ng susunod na batches.
February 22nd, 2007 at 9:50 pm
becypher:
the primary reason is that you don’t need to be youtube’s size to make a couple of million dollars on a dot.com. all you really need is a specific focus, e.g., arts, sports, home videos, etc. YouTube’s biggest weakness is that it needs to be everything to everyone. the smaller players, meanwhile, can afford to be as niche as they want.
ia:
w-ell … not exactly. the project i was talking about was already awarded to us; this one’s still in pitch stages. i wanted to write about the current project as well, but i’ve been silenced by NDAs. too bad, it would have been great to write about its broad-strokes marketing strategy.
btw, checked out that site you linked — LJ is that developer on eskwela.com isnt she?
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YouTube pays nearly one million dollars a month for bandwidth. This is about 0.01 cent per user .
Bandwidth Buyers Guide is your #1 guide for instant comparisons on T1 lines, T3 access, and various high speed providers.
February 23rd, 2007 at 11:17 am
[…] Lighttpd How to build YouTube clone […]
February 25th, 2007 at 2:24 pm
too bad, i’m curious how that goes. at least you can blog about hints here and there of what you’re coming up with. it’s nice to see the web dev scene in the ph is alive and kicking.
yup. :P
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I can’t believe it! The cost is so huge no wonder no one can compete with youtube :(
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Here is a short tutorial if you simply want to serve your own videos from S3. The tutorial shows you which firefox plugin you need and how to sign up for S3 (free signup).
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