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1
Jeremy Foran
Date, Technology Specialist, BAI Communications
Analyzing a Full Football
Stadium Worth of Wi-Fi
Data Every Hour
2
USA CANADA HONG KONG AUSTRALIA
New York Toronto Hong
Kong
99% coverage
nation-wide
UK
London
Majority owner
About BAI Communications
Bringing the connection to our world
BAI Communications is a global, independent, infrastructure
owner and operator. We design, build and operate
high-quality, robust, communications networks including
cellular, Wi-Fi, television and radio broadcasting.
We operate in the USA, Canada, UK, Hong Kong and
Australia, designing and managing networks that are keeping
people connected.
3
Speaking Australian
• Yeah → Yes
• Nar → No
• Nar yeah → Yes
• Yeah nar → No
• Nar nar yeah → Yes
• Yeah yeah nah → Yes
• Yeah yeah nar yeah nar nar →
I’m from New Zealand
4
Our vision for a connected transit system
• Enabling smarter cities
5
BAI Communications in
Canada & TTC
• In late 2012, the Toronto Transmission Commission
awarded BAI Canada a 20 plus year licence to provide
wireless services in the subway system
• BAI has designed and built a fibre backbone with a city
wide footprint that extends public facing Wi-Fi and
cellular signals to all stations in the subway
• Next phase – We are extending cellular signals in the
tunnels in the downtown core and when the subway
extension to Vaughan opens in December service will
be available from the Allen expressway to Highway 7
and Jane
6
Transit Wireless & MTA
• Transit Wireless (Majority Owned BAI
Communications company) is an industry
leader in provisioning advanced cellular, Wi-Fi
and fiber technology solutions
• Long term exclusive license with the MTA to
design, construct, own, operate the most
complex broadband communication transit
system globally
• Completed accelerated deployment of
complex, neutral host DAS system in
December 2016, two years ahead of schedule
• Market recognition as a leading North
American PPP —tax-payer neutral
7
• Wi-Fi Networks
– (S) Single Access Point
– (M) Small Office
– (L) Enterprise
– (XL) Football Stadiums
• RF planning / capacity
• Resource management
• User Behaviour
Will It Scale?
88
TRANSIT WIRELESS WIFI™
THE NETWORK – Snapshot
283
Subway Stations
5K+
Wi-Fi Access Points
160+
Miles of Fiber
$350M+
Infrastructure Investment
10.9M+
Wi-Fi sessions
1.2M+
Unique Users Per Month
480+TBs
Data Consumed Monthly
THE SERVICE – July 2018
99
Users would interact with the brand
1010
1111
1212
The “Algorithm” goes quiet…
1313
14
Obstacles
• Reports were canned and rudimentary
• There was no APIs to integrate with our current systems / dashboards /
reports
• Getting questions answered required code to be written
15
Previous Reporting Capabilities
Aggregated results, really hard to
understand how numbers were
being derived or calculated
1
2
3
Low granularity; daily
No ability to “drill down”; Per
Station
16
Requirements
Versatility Speed Accessibility
• We don’t know the future
• Horizontally scalable
• Schema-less
• Answer questions the day
they are asked
• Millisecond Queries
• Small learning Curve
• RESTful API
• Library Support
• Easy to integrate
17
My Introduction to the
Elastic stack
18
Current Reporting Capabilities
19
…You can’t take this away…
Marketing Department
20
21
Performance
22
Where are we now?
Did we achieve our objectives?
23
Sales
Team
• Able to answer questions themselves
• Automate reports for customers and
stakeholders
• Per station sales and optimization
24
Operations
25
Development
26
Excel Reports
27
Alexa
Let me Alexa that for you……
28
Real Time RESTful GPS Feed
29
What is next?
30
Machine Learning
31

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Analyzing a Full Football Stadium Worth of Wi-Fi Data Every Hour

  • 1. 1 Jeremy Foran Date, Technology Specialist, BAI Communications Analyzing a Full Football Stadium Worth of Wi-Fi Data Every Hour
  • 2. 2 USA CANADA HONG KONG AUSTRALIA New York Toronto Hong Kong 99% coverage nation-wide UK London Majority owner About BAI Communications Bringing the connection to our world BAI Communications is a global, independent, infrastructure owner and operator. We design, build and operate high-quality, robust, communications networks including cellular, Wi-Fi, television and radio broadcasting. We operate in the USA, Canada, UK, Hong Kong and Australia, designing and managing networks that are keeping people connected.
  • 3. 3 Speaking Australian • Yeah → Yes • Nar → No • Nar yeah → Yes • Yeah nar → No • Nar nar yeah → Yes • Yeah yeah nah → Yes • Yeah yeah nar yeah nar nar → I’m from New Zealand
  • 4. 4 Our vision for a connected transit system • Enabling smarter cities
  • 5. 5 BAI Communications in Canada & TTC • In late 2012, the Toronto Transmission Commission awarded BAI Canada a 20 plus year licence to provide wireless services in the subway system • BAI has designed and built a fibre backbone with a city wide footprint that extends public facing Wi-Fi and cellular signals to all stations in the subway • Next phase – We are extending cellular signals in the tunnels in the downtown core and when the subway extension to Vaughan opens in December service will be available from the Allen expressway to Highway 7 and Jane
  • 6. 6 Transit Wireless & MTA • Transit Wireless (Majority Owned BAI Communications company) is an industry leader in provisioning advanced cellular, Wi-Fi and fiber technology solutions • Long term exclusive license with the MTA to design, construct, own, operate the most complex broadband communication transit system globally • Completed accelerated deployment of complex, neutral host DAS system in December 2016, two years ahead of schedule • Market recognition as a leading North American PPP —tax-payer neutral
  • 7. 7 • Wi-Fi Networks – (S) Single Access Point – (M) Small Office – (L) Enterprise – (XL) Football Stadiums • RF planning / capacity • Resource management • User Behaviour Will It Scale?
  • 8. 88 TRANSIT WIRELESS WIFI™ THE NETWORK – Snapshot 283 Subway Stations 5K+ Wi-Fi Access Points 160+ Miles of Fiber $350M+ Infrastructure Investment 10.9M+ Wi-Fi sessions 1.2M+ Unique Users Per Month 480+TBs Data Consumed Monthly THE SERVICE – July 2018
  • 9. 99 Users would interact with the brand
  • 10. 1010
  • 11. 1111
  • 13. 1313
  • 14. 14 Obstacles • Reports were canned and rudimentary • There was no APIs to integrate with our current systems / dashboards / reports • Getting questions answered required code to be written
  • 15. 15 Previous Reporting Capabilities Aggregated results, really hard to understand how numbers were being derived or calculated 1 2 3 Low granularity; daily No ability to “drill down”; Per Station
  • 16. 16 Requirements Versatility Speed Accessibility • We don’t know the future • Horizontally scalable • Schema-less • Answer questions the day they are asked • Millisecond Queries • Small learning Curve • RESTful API • Library Support • Easy to integrate
  • 17. 17 My Introduction to the Elastic stack
  • 19. 19 …You can’t take this away… Marketing Department
  • 20. 20
  • 22. 22 Where are we now? Did we achieve our objectives?
  • 23. 23 Sales Team • Able to answer questions themselves • Automate reports for customers and stakeholders • Per station sales and optimization
  • 27. 27 Alexa Let me Alexa that for you……
  • 31. 31
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