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Lecture Capture at the University of Nottingham

  1. Lecture Capture @ Nottingham Where we started… Where we are… Where we are going… January 2015 Ian Pearshouse lecture-capture@nottingham.ac.uk
  2. Where we started… • Pilot started in 2008/9 – Capture hardware deployed into a small number of lecture theatres – Ad-hoc captures initiated from touch screen – Opt-in service • Users (academic) registered as required • Courses/module created as required – Moodle integration • Captures – 2008/9 – 107 – 2009/10 – 234
  3. SFTP upload R/W DB queries Capture Endpoints Media Processing Media Ingest 60Gb Echo System Server/Web/Wowza Management/web/delivery ESS/SFTP uilapech06 Database MySQL DB Echo360db.nottingham.ac.uk End Users Content Storage (2Tb SAN) R/W Media Processing uilapech10 R/W
  4. Where we are… • Opt-in service – Also have services in Malaysia and China • All staff registered by default – ‘personal’ module created for each user • All modules registered by default • 300 lecture capture rooms – 22 hardware - SCHD – 278 software - Classroom Capture
  5. SFTP upload R/W DB queries Capture Endpoints Media Processing Media Processing uilapech09 Each System: 4 x vCPU 12Gb RAM 60Gb HD plus 40Gb per vCPU (320Gb) Total 380Gb Multi Gigabit NIC Media Ingest 320Gb R/W Delivery Web server uilapech08 Wowza Streaming Server uilapech07 4 x vCPU 8Gb RAM 100Gb HD Multi Gigabit NIC 4 x vCPU 8Gb RAM 100Gb HD Multi Gigabit NIC Echo System Server Management ESS/SFTP uilapech06 8 x vCPU 12Gb RAM 80Gb HD Multi Gigabit NIC Database MySQL DB Echo360db.nottingham.ac.uk End Users R only R only Content Storage (8-10Tb SAN) R/W Media Processing uilapech10 R/W
  6. Where we are… • All captures started from PC interface • Approx 200 events being captured per week • Peak views in one week – 12,632 0 500 1000 1500 2000 2500 3000 2008 2009 2010 2011 2012 2013 2014 107 234 597 1038 1305 2850 3000 Captures
  7. Other developments • Live stream • Student feedback Video Diary Booth
  8. Where we are going… • Project to investigate a step change in scale – ‘All’ lectures captured by default globally • Still 300+ rooms (UK) • Potentially 4000 events per week (UK) • Peak capture rate 300Mbps • Peak viewing 4.5Gbps • 120Tb storage per active year – 90Tb for each previous year retained
  9. SFTP upload R/W DB queries Capture Endpoints Media Processing Media Processing 8 x vCPU 12Gb RAM 60Gb HD plus 40Gb per vCPU (320Gb) Total 380Gb Multi Gigabit NIC Media Ingest 1.3Tb R/W Delivery Web Wowza Streaming 4 x vCPU 8Gb RAM 100Gb HD Multi Gigabit NIC 4 x vCPU 8Gb RAM 100Gb HD Multi Gigabit NIC Echo System Server Management ESS 8 x vCPU 12Gb RAM 80Gb HD Multi Gigabit NIC Database MySQL DB Echo360db.nottingham.ac.uk End Users R only R only Content Storage (120Tb SAN) SFTP R/W Vmware FT Media Processing Media Processing Media Processing Web Wowza Streaming ESS
  10. Why are we going there?
  11. SU survey • May 2014 • Figures are ‘rounded’… – Any mistakes are purely down to me • 1400 respondents • 600 of which currently use lecture capture
  12. SU Survey results • 80% use as an aid to study • 70% use as an aid to revision within 1 month of recording • 88% use as a revision aid at exam time • 13% less likely to attend a lecture • 70% hampered by lack of lecture captures • 90% see lecture capture as a benefit
  13. Opposing views • Student responses – This is critical for my education, I rely on the recordings for revision / making notes /clarifying material • Language, speed of delivery – Why should they be recorded, just because the lazy #@#@ can’t be bothered to go to the lectures in the first place
  14. Opposing views – academic staff • Capturing Content – I don’t want any of my lectures captured… – I’m happy for all of my lectures to be captured… • Creating the capture – I want to be able to start and stop the capture when ‘I’ want – I want it to just happen, I’ll look at it after and decide if I release it or not
  15. Opposing views… • Data retention – The content has to be available for the duration of the program – 3,4,5 years… – I want the content deleted after 12/18 months • Video of lecturer (preferred by students) – I’m happy to be captured on video, I think it adds something to the presentation – I see no value in capturing video of myself.
  16. Future investigations • Cloud based solution • Automation – Scheduled captures – requires good TT data • Accessibility – Sub-titling / closed-capture – Camera angles – for lip-reading – Audio-description of demos etc. • Mirrored video storage/delivery
  17. Comments and questions
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