Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Elastic{ON} 2018 - Visualizing Content Performa...
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
Elastic Co
March 01, 2018
Technology
4.2k
1
Share
Elastic{ON} 2018 - Visualizing Content Performance with Elastic at Canadian Broadcasting Corporation (CBC)
Elastic Co
March 01, 2018
More Decks by Elastic Co
See All by Elastic Co
Les Vendredis noirs : même pas peur ! - Breizhcamp
elastic
15
1.1k
Confoo Montreal: Ingest node: enriching documents within Elasticsearch
elastic
16
1k
Elastic{ON} 2018 - Sipping from the Firehose: Scalable Endpoint Data for Incident Response
elastic
6
4.3k
Elastic{ON} 2018 - A Security Analytics Platform for Today
elastic
3
11k
Elastic{ON} 2018 - The State of Geo in Elasticsearch
elastic
7
12k
Elastic{ON} 2018 - Reliable by design - Applying formal methods to distributed systems
elastic
5
4.8k
Elastic{ON} 2018 - Bigger, Faster, Stronger - Leveling Up Enterprise Logging
elastic
1
5.1k
Elastic{ON} 2018: Latest in Logstash
elastic
1
4.6k
Elastic{ON} 2018 - Lessons Learned from Workday's Search Application Journey from POC to Production
elastic
2
2.5k
Other Decks in Technology
See All in Technology
Oracle AI Database@AWS:サービス概要のご紹介
oracle4engineer
PRO
4
2.8k
Oracle AI Database@Azure:サービス概要のご紹介
oracle4engineer
PRO
6
1.8k
大規模災害時でも高い信頼性を維持するアプリケーション基盤の実現/nikkei-tech-talk46
nikkei_engineer_recruiting
0
130
AI駆動開発が変える、大規模開発の前提 ーHuman in the Loop から Human on the Loop へ / AIE2026
visional_engineering_and_design
2
1.1k
long-running-tasks
cipepser
3
460
大学生が本気でDatabricksを活用してDiscordサークルをデータ駆動させてみた
phantomjuju
1
320
AI-DLCを活用した高品質・安全なAI駆動開発実践 / AI Driven Development
yoshidashingo
1
300
はじめてのDatadog
kairim0
0
260
Ruby::Boxでできること、Refinementsでできること
joker1007
3
360
「速く作る」から「正しく作る」へ ─ 生成AI時代の開発フロー改革の ロードマップと実行 ─
starfish719
0
1k
TROCCOで始めるクラウドコストを民主化するためのFinOps
tk3fftk
3
540
価格.comをAI駆動で全面刷新する ー 30年分の技術的負債を返し、次の30年の土台をつくる ー
tkyowa
9
7.4k
Featured
See All Featured
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
122
22k
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
1
1.3k
How People are Using Generative and Agentic AI to Supercharge Their Products, Projects, Services and Value Streams Today
helenjbeal
1
200
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
320
Bootstrapping a Software Product
garrettdimon
PRO
307
120k
Navigating Algorithm Shifts & AI Overviews - #SMXNext
aleyda
1
1.3k
Building the Perfect Custom Keyboard
takai
2
780
Future Trends and Review - Lecture 12 - Web Technologies (1019888BNR)
signer
PRO
0
3.6k
Context Engineering - Making Every Token Count
addyosmani
9
930
Kristin Tynski - Automating Marketing Tasks With AI
techseoconnect
PRO
0
260
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
150
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.3k
Transcript
Canadian Broadcasting Corporation February 28th, 2018 Visualizing Content Performance with
Elastic Sean Bennett & Stefan Piruzevski
In brief We are going to talk about… - Some
history - What brought us here - Our challenge
Who we are Stefan Piruzevski Sean Bennett
A little history
Our mandate • Distinctly Canadian • Contribute to cultural expression
• Shared national consciousness and identity • Meet Canadians where they consume content • Reflect the cultural of Canada
We’re local.
Like, really local ENGINEERING PHOTO FROM RESOLUTE BAY
Which is big!
Getting our house in order
What we deliver Vertical focused content (News, Comedy, Lifestyle, Sports)
How do we deliver it?
We’re a Broadcaster
The Ask - Where it all started (SP) Number of
stories updated per day, per location, per particular time of day
Educated guess with rudimentary numbers
mvn exec:java -Dexec.mainClass="ca.cbc.INTERNAL.PATH.util.ReferringContent" -Dexec.args="http://<internal path>:<port>/connection-properties/conn ection.properties sysadmin sysadmin output.csv 'inputTemplate:Image
AND (text:Flickr OR text:Flicker)'" Done. Documents found: 421 Success: 421 Failed: 0 Referring content ids: 533 Sample Report!
CBC’s Infrastructure
Content Management System
Owned and Operated
Owned and Operated
Owned and Operated
Owned and Operated
System map
System map CDN (Cache) Internal (Cache) CMS (Cache) CMS (Disk)
CMS (DB)
We looked at:
We looked at: building a custom solution
We looked at: logging tools used by our network teams
We looked at: other vendors and CMS platforms
We looked at: existing internal tools
We looked at: creating more JAVA classes
We looked at: The possibility of creating a mirrored environment
with real-time replication of our data so we could query the db in a non-audience facing environment.
We looked at: EVERYTHING
You said “Banana”!
BANANAS! Query existing Solr indexes Graphical UI!!! No more manual
Solr queries We loved it Performance vs Flexibility
None
Dynamic provisioning Not complicated Easily incorporate into our CMS
None
What are we using
What are we using To Logstash or not to Logstash
Real-time data with Beats Easily add Filebeat into our CMS
What are we using Easy to learn Already used in
by some teams Not directly connected to Production
What are we using Bad Data Wiping Everything Duplicate Data
What are we using
What are we using Apply Banana Lessons Real-time Dashboards Don’t
judge us.
What are we using
Let’s Assemble! ?
The players !
None
The Ask - Where it all started (SP) Number of
stories updated per day, per location, per particular time of day
Number of stories updated per day, per location, per particular
time of day
Now what? ?
Capture all the things!
Number of stories updated per day, per location, per particular
time of day
Number of stories updated per day, per location, per particular
time of day
Number of stories updated per day, per location, per particular
time of day
Number of stories updated per day, per location, per particular
time of day
None
None
None
None
None
None
None
None
None
None
Rinse, Repeat
Next level data-driven decision making •Workflow/Process improvements •Identifying opportunities •Giving
more accurate performance measurement
Let’s loop in the audience!
Thanks! Catch us at the AMA booth! Stefan Piruzevski Sean
Bennett