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Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
C o p y r i g h t © 2 0 1 8 Q u o t i e n t T e c h n o l o g y I n c . A l l R i g h t s R e s e r v e d . Q u o t i e n ...
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Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
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Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the Savi...
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How Quotient uses MariaDB to help customers save money

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Quotient Technology Inc. is a digital commerce platform, that offers digital coupons and media solutions serving hundreds of CPGs, such as Clorox, Procter & Gamble, General Mills and Kellogg’s, and retailers like Albertsons Companies, CVS, Dollar General, and Walgreens, and U.S. households. Quotient delivered more than 3.5 billion digital coupons in 2017, which equals about 6,747 coupons each minute. MariaDB is a critical component in Quotient's stack, helping to power their modern offer management system by supporting the most complex offer types and personalized shopper experiences. In this session, the Quotient team discusses:

- Complex offer types, payload scenarios and how MariaDB helps Quotient scale
- MariaDB architecture, configuration and replication across multiple active datacenters
- Retailer data and security, and how MariaDB native data-at-rest encryption helps

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How Quotient uses MariaDB to help customers save money

  1. 1. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. How Quotient uses MariaDB to help customers save money?
  2. 2. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Some Stats in 2017 – US grocery retail • Sales ~641 billion U.S. dollars • Total Consumer Packaged Goods coupon ~293 billion coupons distributed of ~573 billion dollars value • 2.75 billion dollar grocery coupon redemptions • Survey: 87 percent with annual earnings of $20,000 - $39,000 and 85 percent between $100,000 - $149,000 looking for deals • Survey: 72% of modern consumers and 90% of millennials searched for coupons or offers via their mobile device
  3. 3. C o p y r i g h t © 2 0 1 8 Q u o t i e n t T e c h n o l o g y I n c . A l l R i g h t s R e s e r v e d . Q u o t i e n t , t h e C o u p o n s . c o m l o g o a n d t h e Q u o t i e n t l o g o a r e t r a d e m a r k s o f Q u o t i e n t T e c h n o l o g y I n c . A l l o t h e r t r a d e m a r k s , s e r v i c e m a r k s , l o g o s , a n d c o m p a n y o r p r o d u c t n a m e s a r e t h e p r o p e r t y o f Q u o t i e n t T e c h n o l o g y I n c . ( o r i t s s u b s i d i a r i e s ) o r t h e i r r e s p e c t i v e o w n e r s . C o n f i d e n t i a l a n d P r o p r i e t a r y I n f o r m a t i o n o f Q u o t i e n t T e c h n o l o g y I n c . – P l e a s e D o N o t C o p y o r D i s t r i b u t e . W e d o About Quotient 3,500+ Promotional offers 75,000+ Stores use Quotient Digital Promotions ~60M+ Quotient Promotions Network unique monthly average users 2000+ Brands Source: 1 Quotient Internal Reporting; 2 Calculations based on NCH estimates of Quotient Digital Print and Paperless divided by Total Digital Print and Paperless; 3 Chain Store Guide (Q3 2017); 4 ComScore (March 2018)
  4. 4. Desktop Touch Pad Mobile In Store Machine Learning Near RealTime, Personalized to Each Audience and Touchpoint with Speed & Scale 450M Digital Personalized Recommendations per Day Quotient Artificial Intelligence: Rich Data for precision targeting at scale across multiple touchpoints
  5. 5. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Digital Circular In-Lane Influencer Marketing Targeting Digital Media Reporting & Analytics Digital Promotions What We Do Integrate multiple touchpoints to deliver personalized and targeted shopper content Quotient’s Technology Platform
  6. 6. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Digital Promotions Architecture
  7. 7. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Why MariaDB? No-SQL databases won’t fit many use cases! Open source and transparent release Popular and easy to migrate, cloud support Performant Galera active-active master clustering MariaDB Server
  8. 8. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Use case: Coupon modeling Promotion Types: Amount off – 2$ off Chips Percentage Off – 10% of total basket Points – 100 points on Cereals BuyXGetY Free – Buy chips and get soda free Continuity Programs – Spend 20$ and get 2$ EBOX TOPS Rebates – Submit receipt and get rebate Cashback – affiliate cash back
  9. 9. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. 50+ tables
  10. 10. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  11. 11. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  12. 12. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Use case: short-lived access tokens OAuth expiring tokens Cassandra tombstones MariaDB cross DC replication for short lived tokens, nightly batch deletes
  13. 13. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Use case: User targeting Target millions of users with custom offers Cassandra massive/bulk update, clean up challenges MariaDB strong at large number of batch updates and batch deletes
  14. 14. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Use case: Business Rules Rule Engine controls coupon life cycle Updates are eventually consistent in Cassandra MariaDB consistency important for modeling business rules based on tracking counts
  15. 15. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Use case: Adhoc Analytics Track daily, hourly transactions periodically Cassandra not suited for realtime analytics and aggregations MariaDB really consistent and fast at aggregate queries
  16. 16. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  17. 17. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  18. 18. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  19. 19. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  20. 20. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  21. 21. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. Cloud Datacenter
  22. 22. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.
  23. 23. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. • Multiple Master-Master, Master-Slave and Galera Clusters • GTID Replication • ~15,000 peak requests per seconds on Digital Promotion database cluster • Log slow queries > 100ms • MONYog/ SQL Diagnostic Manager monitoring • Automated Backup Validation • Data at Rest Encryption MariaDB at Quotient
  24. 24. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. GRAPH TRENDS • In-house Graphite/ Grafana monitoring • Helps to diagnose a problem • Growth Trends • Helps Identify usage in multi-tenant database • Historic Information Queries CPU Disks Network Memory Database
  25. 25. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. GRAPH ESTIMATED TABLE/ USER USAGE Enable userstat plugin Information_schema tables: • TABLE_STATISTICS -> rows_read • TABLE_STATISTICS -> rows_changed • TABLES -> table_rows • USER_STATISTICS -> total_connections, cpu_time, bytes_received, bytes_sent • CLIENT_STATISTICS -> total_connections, select commands, update_commands, rows_inserted, rows_read,
  26. 26. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. MONITORING DISKS/ CPU/ MEMORY
  27. 27. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. MONITORING TABLES select TABLE_NAME, ROWS_READ from information_schema.table_statistics where TABLE_SCHEMA not in ('mysql','information_schema','performance_schema') order by ROWS_READ desc limit 10; select TABLE_NAME, ROWS_CHANGED from information_schema.table_statistics where TABLE_SCHEMA not in ('mysql','information_schema','performance_schema') order by ROWS_CHANGED desc limit 10; select TABLE_NAME, TABLE_ROWS from information_schema.tables where TABLE_SCHEMA not in ('mysql','information_schema','performance_schema') order by TABLE_ROWS desc limit 10; *Table names changed for presentation Estimating Table changes
  28. 28. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. MONITORING USER/ CLIENT CONNECTIONS select CLIENT, TOTAL_CONNECTIONS from information_schema.client_statistics; select USER, TOTAL_CONNECTIONS from information_schema.user_statistics; Estimating User/ Client connections
  29. 29. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. CHALLENGES • NUMA architecture Swap issues/ Memory imbalance 10.2.3 onwards have NUMA enabled builds • Data at Rest Encryption Performance • Bulk load on Galera Clusters
  30. 30. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. WHAT HAS HELPED US • Capturing Processlist every minute • Turning on userstat and graphing user/ table statistics on multi- tenant databases • Working closely with developers on slow query log • Disable CPU frequency scaling Use Performance instead of on-demand/ power-save governor • Battery backed RAID cache
  31. 31. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs. WHAT’S NEXT • Exploring MariaDB Column Store • MariaDB MaxScale • Kafka streaming with MaxScale CDC • Cloud Migration
  32. 32. Copyright © 2019 Quotient Technology Inc. All Rights Reserved. Quotient, the Quotient logo, the Coupons.com logo, the SavingStar logo, Elevaate, QMX, Quotient Retailer iQ, and Ahalogy are trademarks or registered trademarks of Quotient Technology Inc. and its subsidiaries in the United States and other countries. Other marks are the property of their respective owners. Confidential and Proprietary Information of Quotient Technology Inc. Please Do Not Copy or Circulate. We do not make any guarantees regarding outcomes that this product will meet your company’s unique needs.32 Thank You Arun Subramanian - asubramanian@quotient.com Radha Krishna Proddaturi- rproddaturi@quotient.com Ashu Sahijpal – asahijpal@quotient.com

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