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cloud technology
in a mobile first world
cloud is the default
the cloud democratizes
access to scale & reach
ticketing company scales to sell
150,000 tickets in 10 seconds
http://azure.microsoft.com/en-us/case-studies/customer-stories-flavorus/
reliability and elasticity at scale
a new level of abstraction
from servers to datacenters
platform gives instant access to innovation
no need to deploy updates
managing user identity
no more username and password - PLEASE!
use established identity providers instead
push notifications
integral part of modern applications
unique token per device and app
persist, refresh and retrieve millions of tokens
challenge - registration management
1 millisecond to send an async notification
~16 minutes to send 1 million notifications
~32 servers to send them within 30 seconds
challenge - time to deliver message
personalized per user and/or device
language, message format, visuals
metrics (currency, temperature, length))
challenge - message personalization
users/apps subscribe to topics
only interested in rugby and tennis events
and only when taking place in the UK or US
challenge - message routing
notification hubs are @ your service
highly scalable pub/sub based cloud service
Android app
iOS app
{
aps: {
alert: "$(msg)"
}
}
notification hub
{
"data" : {
"msg" : "$(msg)"
}
}
app
back-end
hub.send(“
{msg: “hello”}
”);
Android app
iOS app
{
aps: {
alert: "hello"
}
}
notification hub
{
"data" : {
"msg" : “hello"
}
}
app
back-end
hub.send(“
{msg: “hello”}
”);
apns
gcm
Android app
iOS app
{
aps: {
alert: "$(msg_GE)"
}
}
notification hub
{
"data" : {
"msg" : "$(msg_EN)"
}
}
app
back-end
hub.send(“
{msg_EN: “good morning”}
{msg_GE: “guten Morgen”}
”);
Android app
iOS app
{
aps: {
alert: “guten Morgen"
}
}
notification hub
{
"data" : {
"msg" : “good morning"
}
}
app
back-end
apns
gcm
hub.send(“
{msg_EN: “good morning”}
{msg_GE: “guten Morgen”}
”);
good
morning
guten
Morgen
proximity based interactions
make interactions relevant through
location and time
notify customer about offerings in real-time
e.g. 20% voucher for food/merchandising
triggered by queue length
valid for 5 minutes
stream analytics
transformingest
beacon triggered
by device proximity
notify
event hubs
store in table
storage for further
analytics
use
machine learning
to predict the most
suitable
voucher/offering
notify customer
about voucher
using push
notification
storage predictive analytics
event & data
producers
monitor and analyze attendee flow
create heat maps using time series of data
improve location layout for future events
predictive assistant
make predictions personal
predictive analytics
predictions based on models
ask the right question!
when will the event sell-out?
versus
what is the probability that the event is sold
out within the next 2 weeks?
sales predictions
clustering events (e.g. frequency, day/month)
customer clusters (e.g. booking behavior)
geo event calendar (e.g. similar events)
social (e.g. tweet sentiment/frequency)
use of stream analytics to detect patterns
buying volume increase/decrease
abandoned shopping carts
tweet volume/sentiment
dynamic pricing
ml to predict optimum pricing per category
proximity based incentives
stream analytics triggers re-pricing
use stream
analytics to trigger
re-pricing
transformingest
beacon triggered
by device proximity
notify
event hubs
store in table
storage for further
analytics
use
machine learning
to re-price
categories
update prices in
sales portal
storage predictive analytics
event & data
producers
sales data
social data
dashboard
notify subscribers
Ticketing Technology Forum - Opportunities within cloud technology
Ticketing Technology Forum - Opportunities within cloud technology

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Ticketing Technology Forum - Opportunities within cloud technology

  • 2. in a mobile first world cloud is the default
  • 3. the cloud democratizes access to scale & reach
  • 4. ticketing company scales to sell 150,000 tickets in 10 seconds http://azure.microsoft.com/en-us/case-studies/customer-stories-flavorus/
  • 5. reliability and elasticity at scale a new level of abstraction from servers to datacenters
  • 6.
  • 7. platform gives instant access to innovation no need to deploy updates
  • 8.
  • 9. managing user identity no more username and password - PLEASE! use established identity providers instead
  • 10. push notifications integral part of modern applications
  • 11. unique token per device and app persist, refresh and retrieve millions of tokens challenge - registration management
  • 12. 1 millisecond to send an async notification ~16 minutes to send 1 million notifications ~32 servers to send them within 30 seconds challenge - time to deliver message
  • 13. personalized per user and/or device language, message format, visuals metrics (currency, temperature, length)) challenge - message personalization
  • 14. users/apps subscribe to topics only interested in rugby and tennis events and only when taking place in the UK or US challenge - message routing
  • 15. notification hubs are @ your service highly scalable pub/sub based cloud service
  • 16. Android app iOS app { aps: { alert: "$(msg)" } } notification hub { "data" : { "msg" : "$(msg)" } } app back-end hub.send(“ {msg: “hello”} ”);
  • 17. Android app iOS app { aps: { alert: "hello" } } notification hub { "data" : { "msg" : “hello" } } app back-end hub.send(“ {msg: “hello”} ”); apns gcm
  • 18. Android app iOS app { aps: { alert: "$(msg_GE)" } } notification hub { "data" : { "msg" : "$(msg_EN)" } } app back-end hub.send(“ {msg_EN: “good morning”} {msg_GE: “guten Morgen”} ”);
  • 19. Android app iOS app { aps: { alert: “guten Morgen" } } notification hub { "data" : { "msg" : “good morning" } } app back-end apns gcm hub.send(“ {msg_EN: “good morning”} {msg_GE: “guten Morgen”} ”); good morning guten Morgen
  • 20.
  • 21. proximity based interactions make interactions relevant through location and time
  • 22. notify customer about offerings in real-time e.g. 20% voucher for food/merchandising triggered by queue length valid for 5 minutes
  • 23. stream analytics transformingest beacon triggered by device proximity notify event hubs store in table storage for further analytics use machine learning to predict the most suitable voucher/offering notify customer about voucher using push notification storage predictive analytics event & data producers
  • 24. monitor and analyze attendee flow create heat maps using time series of data improve location layout for future events
  • 25.
  • 26.
  • 28.
  • 29.
  • 30.
  • 32.
  • 33. ask the right question! when will the event sell-out? versus what is the probability that the event is sold out within the next 2 weeks?
  • 34. sales predictions clustering events (e.g. frequency, day/month) customer clusters (e.g. booking behavior) geo event calendar (e.g. similar events) social (e.g. tweet sentiment/frequency)
  • 35. use of stream analytics to detect patterns buying volume increase/decrease abandoned shopping carts tweet volume/sentiment
  • 36. dynamic pricing ml to predict optimum pricing per category proximity based incentives stream analytics triggers re-pricing
  • 37. use stream analytics to trigger re-pricing transformingest beacon triggered by device proximity notify event hubs store in table storage for further analytics use machine learning to re-price categories update prices in sales portal storage predictive analytics event & data producers sales data social data dashboard notify subscribers