際際滷

際際滷Share a Scribd company logo
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
Ticketing Technology Forum - Opportunities within cloud technology
platform gives instant access to innovation
no need to deploy updates
Ticketing Technology Forum - Opportunities within cloud technology
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
Ticketing Technology Forum - Opportunities within cloud technology
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
Ticketing Technology Forum - Opportunities within cloud technology
Ticketing Technology Forum - Opportunities within cloud technology
predictive assistant
make predictions personal
Ticketing Technology Forum - Opportunities within cloud technology
Ticketing Technology Forum - Opportunities within cloud technology
Ticketing Technology Forum - Opportunities within cloud technology
predictive analytics
predictions based on models
Ticketing Technology Forum - Opportunities within cloud technology
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
  • 7. platform gives instant access to innovation no need to deploy updates
  • 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
  • 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
  • 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