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Pulsar - Real Time Analytics At
Scale
Dror Engel
Product Lead - eBay
http://www.linkedin.com/in/drorengel
@drorengel
eMetrics Summit, SF, April 5, 2016
Global
Connected Commerce
$32B!
GMV VIA MOBILE!
(2015)
304M!
MOBILE DOWNLOADS
GLOBALLY
1.4B!
LISTINGS CREATED
VIA MOBILE
162M!
ACTIVE BUYERS
25M!
ACTIVE SELLERS
800M!
ACTIVE LISTINGS
9.2M!
MOBILE LISTINGS
EVERY WEEK
Every 7 seconds 

(U.S.A.)
Every 2 hours
(Korea)
Every 2 mins
(UK)
Global Commerce Velocity
COMMERCE IS AT AN INFLECTION
POINT
Offline / online lines are collapsing
Customer expectations are changing
CHECKOUT
WATCH LIST
SHARE
BIDDING
SERVE AD
ZOOM
100’s PB!
DATA
10B!
EVENTS/DAY
36TB!
X-PLATFORM DATA
TRANSFERS PER MONTH
CLICK
IMPRESSIONS
DATA
TECHNOLOGY TRENDS
•  Customer centric continues Intelligence
•  Faster analysis (Daily -> Hourly -> Minutes -> Seconds)
•  Bigger data volume and processing
•  Big data technologies shifts from POC to production use cases
•  More data points: IoT services; link data quickly and conveniently
•  More data sources
•  Fast data exploration capabilities - OLAP
CONNECTING WITH USER
BEHAVIOIR DATA
User
Behavior
Data
Real-time
reporting
Business
activity
monitoring
Personalization
Advertising
Marketing
Fraud & Bot
Detection
ENABLING DATA INSIGHTS AT SCALE
Pulsar is an open-source(2015), real-time analytics platform that
includes stream processing, metrics store, and reporting
frameworks. Pulsar is used to collect, process user and business
events in real time, provide key insights using custom dashboards,
and enable systems to react to user activities within seconds.
Key Customers Demands
Millions of events
per second
SCALABILITY
< 1 seconds from
source to end-user
LATENCY
Enrichments – 1st,
3rd data sourced
Filtering (bots)
Grouping (customer
level)
Ordering
PRCCESSING
99.99% Up Time
No Downtime
During Upgrades
Self Healing &
Distributed
AVAILABILITY
Integrations with
other sources &
channels
FLEXIBILITY
Pulsar Lessons Learned
– Connecting data points is the present not the future
– By connecting new data points, you bring many new insights. Always seek to
add new dots to draw the full picture
– Complete view of customer journey is essential but leveraging real-time signals
is the future
– Real-time insights must be aggregated at the customer level to deliver actionable
insights
More Information
GitHub: http://www.github.com/PulsarIO
Website: http://www.gopulsar.io
“In God we trust,
all others must bring data”
W. Edwards Deming
THANK YOU!
http://www.linkedin.com/in/drorengel
@drorengel

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Pulsar - Real Time Analytics at Scale - eMetrics SF 2016

  • 1. Pulsar - Real Time Analytics At Scale Dror Engel Product Lead - eBay http://www.linkedin.com/in/drorengel @drorengel eMetrics Summit, SF, April 5, 2016
  • 2. Global Connected Commerce $32B! GMV VIA MOBILE! (2015) 304M! MOBILE DOWNLOADS GLOBALLY 1.4B! LISTINGS CREATED VIA MOBILE 162M! ACTIVE BUYERS 25M! ACTIVE SELLERS 800M! ACTIVE LISTINGS 9.2M! MOBILE LISTINGS EVERY WEEK
  • 3. Every 7 seconds 
 (U.S.A.) Every 2 hours (Korea) Every 2 mins (UK) Global Commerce Velocity
  • 4. COMMERCE IS AT AN INFLECTION POINT Offline / online lines are collapsing Customer expectations are changing
  • 5. CHECKOUT WATCH LIST SHARE BIDDING SERVE AD ZOOM 100’s PB! DATA 10B! EVENTS/DAY 36TB! X-PLATFORM DATA TRANSFERS PER MONTH CLICK IMPRESSIONS DATA
  • 6. TECHNOLOGY TRENDS •  Customer centric continues Intelligence •  Faster analysis (Daily -> Hourly -> Minutes -> Seconds) •  Bigger data volume and processing •  Big data technologies shifts from POC to production use cases •  More data points: IoT services; link data quickly and conveniently •  More data sources •  Fast data exploration capabilities - OLAP
  • 7. CONNECTING WITH USER BEHAVIOIR DATA User Behavior Data Real-time reporting Business activity monitoring Personalization Advertising Marketing Fraud & Bot Detection
  • 8. ENABLING DATA INSIGHTS AT SCALE Pulsar is an open-source(2015), real-time analytics platform that includes stream processing, metrics store, and reporting frameworks. Pulsar is used to collect, process user and business events in real time, provide key insights using custom dashboards, and enable systems to react to user activities within seconds.
  • 9. Key Customers Demands Millions of events per second SCALABILITY < 1 seconds from source to end-user LATENCY Enrichments – 1st, 3rd data sourced Filtering (bots) Grouping (customer level) Ordering PRCCESSING 99.99% Up Time No Downtime During Upgrades Self Healing & Distributed AVAILABILITY Integrations with other sources & channels FLEXIBILITY
  • 10. Pulsar Lessons Learned – Connecting data points is the present not the future – By connecting new data points, you bring many new insights. Always seek to add new dots to draw the full picture – Complete view of customer journey is essential but leveraging real-time signals is the future – Real-time insights must be aggregated at the customer level to deliver actionable insights
  • 12. “In God we trust, all others must bring data” W. Edwards Deming