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SQL vs NoSQL
It’s Always a Hard Choice
Denis Reznik
Data Architect at Intapp, Inc.
Microsoft Data Platform MVP
About me
• Denis Reznik
• Kyiv, Ukraine
• Data Architect at Intapp, Inc.
• Microsoft Data Platform MVP
• Co-Founder Ukrainian Data Community
• PASS Regional Mentor, Central, and Eastern Europe
• Author of “SQL Server MVP Deep Dives 2” Chapter 19
2 |
Database History
1960s 1970s 1980s 1990s 2000s Nowadays
Object
Databases
RDMS
Commercial
Success
SQL
RDBMS
Ingress
System R
E.F. Codd’s
Paper
CODASYL
IMS
NoSQL
(Johan Oskarsson)
NewSQL (?)
Google BigTable
Paper
Amazon Dynamo
Paper
NoSQL
SQL
Agenda
• Criteria #1
• Criteria #2
• Criteria #3
• Criteria #4
• Criteria #5
• Criteria #6
• Criteria #7
Tools
Criteria #1
Databases
Graph
Document
Relational
Column-Family
Key-Value
Domain
Criteria #2
Q&A Web Site (StackOverflow)
Domain Model
Questions Answers
Users
Comments Votes
Workload
Criteria #3
Sample Workload
• 4 million users
• 8 million questions
• 40 million answers
• As a network #54 site for traffic in the world
• 560 million page views a month
• Peak is more like 2600-3000 requests/sec on most
weekdays.
source: https://www.youtube.com/watch?v=t6kM2EM6so4
Scalability
Criteria #4
Scalability
• Scale up
• Very easy to scale
• Always have a limit
• Hardware is expensive
• Scale-out
• Relatively tricky scaling
• Theoretically infinite scale
• Can be done on commodity hardware
Durability
Criteria #5
Durability
ACID
• D – for Durability
• Not all NoSQL databases are
durable (at least by default)
Cost
Criteria #6
Cost
• Hardware
• Big servers are expensive
• Small servers are cheep
• Small servers can be easily replaced
• License
• A lot of NoSQL databases are free
• There are free RDBMS as well
• Scale Out is more useful for free software
• Support
• MSSQL forgives you more than MySQL
Knowledge
Criteria #7
Polyglot Persistence
Criteria #8
Real Architecture of StackOverflow
source: https://www.youtube.com/watch?v=t6kM2EM6so4
Summary
• Tools
• Domain
• Workload
• Scalability
• Durability
• Cost
• Knowledge
• Polyglot Persistence
More Points
• “Respect the problem” (c)
• Think about the future workload grows
• Think about the future application changes
• Database itself, even if it is blazing fast, is not a purpose of
not to use cache
• Consider cloud database offers
• Consider Polyglot Persistence
• Consider using service tier for data access in application
• Easier database exchange
• Tire scaling
• A/B testing
Thank you!
Denis Reznik
Twitter: @denisreznik
Email: denisreznik@gmail.com
Blog: http://reznik.uneta.com.ua
Facebook: https://www.facebook.com/denis.reznik.5
LinkedIn: http://ua.linkedin.com/pub/denis-reznik/3/502/234

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SQL vs. NoSQL. It's always a hard choice.