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Big Movies, Big Data 
Blockbusters are getting bigger, thanks to greater data demands during production, such as elaborate 
computer-generated imagery (CGI) effects, 3D cinematography, and localized versions, as well as the 
size of the end product, including 3D, 4K, and IMAX releases. Take a look at how data plays a starring role 
in every part of movie making. 
Forecasts predict the entertainment industry's total annual data production 
will reach 
PB 
Market Research 
Film studios look to in-depth analytics to project how a film will perform 
before it even enters production. One model for predicting a film’s 
performance incorporates 12 
variables2: 
1. Total and weekly movie attendance 
2. Genre 
3. Country of origin 
4. Age rating 
5. Competitors 
6. Director 
7. Actors/actresses 
8. Advertising spending 
9. Number of copies at release time 
10. Reviews 
11. Sequel existence 
12. Date of release or seasonality 
In Production 
Visual effects and 3D animation studios are now using 10s of thousands of 
compute cores to render scenes for their movies. 
Uncompressed 2K frames (similar to HD) are 12 MB, 
for a total of 288 MB per second.4 & 5 
Uncompressed 4K frames (similar to Ultra HD) are roughly 40 MB. 
That's about 1 GB per second. A typical two-hour movie yields 20 hours of 
source content, adding up to more than TB of data.7 
50 
4,096 pixels 
= 8.8 million pixels 
2,160 pixels 
Each frame 
In Theaters 
A modern blockbuster is distributed to theaters on hard drives or via satellite, 
rather than on film reels.3 
At Home 
Thirty years ago, bringing movies to homes was as simple as producing a VHS 
version and a TV edit. Now home viewing takes hundreds of forms, appearing 
on a wide range of services and platforms. Today a movie file can range from 
150 MB for a version streaming on a mobile phone to GB for a 3D HD 
Blu-ray edition.8 & 9 
Home streaming services like Netflix compress films to over 100 different 
versions to accommodate different bandwidths, devices and languages.8 
Source Links: 
1 http://www.tomcoughlin.com/Techpapers/M&E%20Storage%20Report%20Brochure,%202012,%20070812.pdf 
2 http://www.academia.edu/4469156/A_forecasting_system_for_movie_attendance 
3 http://www.cnn.com/2013/05/31/tech/innovation/digital-film-projection/ 
4 http://www.datacenterknowledge.com/archives/2009/12/22/the-data-crunching-powerhouse-behind-avatar/ 
5 http://www.information-management.com/newsletters/avatar_data_processing-10016774-1.html 
6 http://www.businesswire.com/news/home/20141106005562/en/Research-Markets-Global-Box-Office-Market-Outlook 
7 http://www.hds.com/assets/pdf/it-is-getting-cloudy-for-media-and-entertainment-storage-esg-market-brief.pdf 
8 http://www.businessweek.com/printer/articles/115772-netflix-reed-hastings-survive-missteps-to-join-silicon-valleys-elite 
9 http://electronics.howstuffworks.com/blu-ray.htm 
10 http://web.forret.com/tools/video_fps.asp?width=4096&height=2160&fps=24&interlace=on&depth=12&title=Digital+Cinema+4K 
87,000 
by 2017, a 4X increase in just five years.1 
Studios distribute multiple versions of a film simultaneously, often including 3D 
and IMAX versions. Different cuts are custom-tailored to audiences in different 
regions and countries, in many cases including entire original scenes.6 
2X3D films consume as much data as 2D because they essentially contain 
two copies of the movie — one for each eye.7 
54

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Big Movies Big Data Role Movie Making

  • 1. Big Movies, Big Data Blockbusters are getting bigger, thanks to greater data demands during production, such as elaborate computer-generated imagery (CGI) effects, 3D cinematography, and localized versions, as well as the size of the end product, including 3D, 4K, and IMAX releases. Take a look at how data plays a starring role in every part of movie making. Forecasts predict the entertainment industry's total annual data production will reach PB Market Research Film studios look to in-depth analytics to project how a film will perform before it even enters production. One model for predicting a film’s performance incorporates 12 variables2: 1. Total and weekly movie attendance 2. Genre 3. Country of origin 4. Age rating 5. Competitors 6. Director 7. Actors/actresses 8. Advertising spending 9. Number of copies at release time 10. Reviews 11. Sequel existence 12. Date of release or seasonality In Production Visual effects and 3D animation studios are now using 10s of thousands of compute cores to render scenes for their movies. Uncompressed 2K frames (similar to HD) are 12 MB, for a total of 288 MB per second.4 & 5 Uncompressed 4K frames (similar to Ultra HD) are roughly 40 MB. That's about 1 GB per second. A typical two-hour movie yields 20 hours of source content, adding up to more than TB of data.7 50 4,096 pixels = 8.8 million pixels 2,160 pixels Each frame In Theaters A modern blockbuster is distributed to theaters on hard drives or via satellite, rather than on film reels.3 At Home Thirty years ago, bringing movies to homes was as simple as producing a VHS version and a TV edit. Now home viewing takes hundreds of forms, appearing on a wide range of services and platforms. Today a movie file can range from 150 MB for a version streaming on a mobile phone to GB for a 3D HD Blu-ray edition.8 & 9 Home streaming services like Netflix compress films to over 100 different versions to accommodate different bandwidths, devices and languages.8 Source Links: 1 http://www.tomcoughlin.com/Techpapers/M&E%20Storage%20Report%20Brochure,%202012,%20070812.pdf 2 http://www.academia.edu/4469156/A_forecasting_system_for_movie_attendance 3 http://www.cnn.com/2013/05/31/tech/innovation/digital-film-projection/ 4 http://www.datacenterknowledge.com/archives/2009/12/22/the-data-crunching-powerhouse-behind-avatar/ 5 http://www.information-management.com/newsletters/avatar_data_processing-10016774-1.html 6 http://www.businesswire.com/news/home/20141106005562/en/Research-Markets-Global-Box-Office-Market-Outlook 7 http://www.hds.com/assets/pdf/it-is-getting-cloudy-for-media-and-entertainment-storage-esg-market-brief.pdf 8 http://www.businessweek.com/printer/articles/115772-netflix-reed-hastings-survive-missteps-to-join-silicon-valleys-elite 9 http://electronics.howstuffworks.com/blu-ray.htm 10 http://web.forret.com/tools/video_fps.asp?width=4096&height=2160&fps=24&interlace=on&depth=12&title=Digital+Cinema+4K 87,000 by 2017, a 4X increase in just five years.1 Studios distribute multiple versions of a film simultaneously, often including 3D and IMAX versions. Different cuts are custom-tailored to audiences in different regions and countries, in many cases including entire original scenes.6 2X3D films consume as much data as 2D because they essentially contain two copies of the movie — one for each eye.7 54