SlideShare a Scribd company logo
1 of 95
SQL or NoSQL, that is the question! October 2011 Andraž Tori, CTO at Zemanta @andraz andraz@zemanta.com
Answering ,[object Object],[object Object],[object Object]
SQL is awesome! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
No, really, it's awesome! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
So this is the end, right?
Why the heck would someone not want SQL?
Why not to use SQL? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Some other perspectives...
Let's say ...
You are a big tech company, located on west coast of USA
 
You are... ,[object Object],[object Object],[object Object],[object Object],[object Object]
You want to ,[object Object],[object Object],[object Object],[object Object]
You are...
Some interesting constraints ,[object Object]
So... ,[object Object],[object Object],[object Object],[object Object]
Numbers everybody should know! Jeff Dean at famous Stanford talk L1 cache reference 0.5 ns Branch mispredict  5 ns L2 cache reference  7 ns Mutex lock/unlock  25 ns Main memory reference  100 ns Compress 1K bytes w/ cheap algorithm  3,000 ns Send 2K bytes over 1 Gbps network  20,000 ns Read 1 MB sequentially from memory  250,000 ns Round trip within same datacenter  500,000 ns Disk seek  10,000,000 ns Read 1 MB sequentially from disk  20,000,000 ns Send packet CA->Netherlands->CA 150,000,000 ns
Facebook circa 2009 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Big Data ,[object Object],[object Object],[object Object],[object Object]
So smart guys create solutions to these  internal challenges
And then? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Four papers to rule them all ,[object Object],[object Object],[object Object],[object Object]
Solving problems of big guys?
Total Sites Across All Domains August 1995 - October 2011, NetCraft
Yesterday's problem of biggest guys Is today's problem of garden variety startup
 
And so we end up with Cambrian explosion
 
 
These solutions don't have much in common, Except...
They definitely aren't SQL
Not Only SQL
So what are these beasts?
That's a hard question... ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example use-cases ,[object Object],[object Object],[object Object],[object Object],[object Object]
At the core, it's a different set of trade-offs and operational constraints
Trade-offs and operational constraints ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
More possibilities ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A consistent topic: CAP Theorem
CAP theorem (Eric Brewer, 2000, Symposium on Principles of Distributed Computing) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
"There is no free lunch with distributed data” –  HP
Eventual Consistency ,[object Object],[object Object]
But this is horrible!
…  you already are eventually consistent! :) If your database stores how many vases you have in your shop...
Eventual consistency ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
There are different kinds of consistencies ,[object Object],[object Object],[object Object],[object Object]
There's not even a proper taxonomy of features different NoSQL solutions offer
And this presentation is too short to present whole breadth of possibilities
Usual taxonomy of NoSQL ,[object Object],[object Object],[object Object],[object Object],[object Object]
Other attributes ,[object Object],[object Object],[object Object]
Key/Value stores ,[object Object],[object Object],[object Object]
Document databases ,[object Object],[object Object],[object Object],[object Object],[object Object]
Column stores ,[object Object],[object Object],[object Object]
Graph Databases ,[object Object],[object Object]
To make the situation even more confusing... ,[object Object],[object Object],[object Object]
Two examples ,[object Object],[object Object],[object Object],[object Object]
 
Cassandra ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cassandra – writes ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cassandra ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Not enough time to go into data model...
Cassandra ,[object Object],[object Object],[object Object],[object Object],[object Object]
Experiences? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cassandra - queries ,[object Object],[object Object],[object Object]
 
Hadoop ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hadoop: Why? (Owen O’Malley, Yahoo Inc!, omalley@apache.org) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hadoop @ Facebook ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
But also at smaller startups ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hadoop Architecture - HDFS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
Hadoop Architecture - MapReduce ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Infamous word counting example ,[object Object],[object Object],[object Object],Otuput Mapper1:  One 1 And 1 One 1 Is 1 Output Mapper2:  Two 1 And 1 One 1 Is 1 Three 1 And 1 And 1 Is 1 Is 1 One 1 One 1 One 1 Two 1 Three 1 And 2 Is 2 One 3 Two 1 Three 1 Sorter Reducer
Important to know ,[object Object],[object Object],[object Object],[object Object]
Hadoop ,[object Object],[object Object],[object Object],[object Object]
Now, this is a bit wonky, right? ,[object Object],[object Object],[object Object]
Benchmarks, 2009 ,[object Object],Bytes Nodes Maps Reduces Replication Time 500000000000 1406 8000 2600 1 59 seconds 1000000000000 1460 8000 2700 1 62 seconds 100000000000000 3452 190000 10000 2 173 minutes 1000000000000000 3658 80000 20000 2 975 minutes
Hive
Hive ,[object Object],[object Object],[object Object],[object Object],[object Object]
Hive – Why we love it at Zemanta ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
Mahout ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
General notes
Some observations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Some internals, “fun” tricks ,[object Object],[object Object],[object Object],[object Object],[object Object]
Consistent hashing ,[object Object],[object Object],[object Object]
And if you don't take anything else from this presentation...
 
 
 
But there's more to it
This is the edge today ,[object Object],[object Object],[object Object],[object Object],[object Object]
Images ,[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Introduction to NuoDB
Introduction to NuoDBIntroduction to NuoDB
Introduction to NuoDBSandun Perera
 
NoSQL databases - An introduction
NoSQL databases - An introductionNoSQL databases - An introduction
NoSQL databases - An introductionPooyan Mehrparvar
 
Cassandra Community Webinar: From Mongo to Cassandra, Architectural Lessons
Cassandra Community Webinar: From Mongo to Cassandra, Architectural LessonsCassandra Community Webinar: From Mongo to Cassandra, Architectural Lessons
Cassandra Community Webinar: From Mongo to Cassandra, Architectural LessonsDataStax
 
SQL, NoSQL, BigData in Data Architecture
SQL, NoSQL, BigData in Data ArchitectureSQL, NoSQL, BigData in Data Architecture
SQL, NoSQL, BigData in Data ArchitectureVenu Anuganti
 
NoSQL Architecture Overview
NoSQL Architecture OverviewNoSQL Architecture Overview
NoSQL Architecture OverviewChristopher Foot
 
Introduction to Cassandra (June 2010)
Introduction to Cassandra (June 2010)Introduction to Cassandra (June 2010)
Introduction to Cassandra (June 2010)gdusbabek
 
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd Known
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd KnownCassandra Community Webinar: MySQL to Cassandra - What I Wish I'd Known
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd KnownDataStax
 
The Future of Distributed Databases
The Future of Distributed DatabasesThe Future of Distributed Databases
The Future of Distributed DatabasesNuoDB
 
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)Ontico
 
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...Insight Technology, Inc.
 
SQL, NoSQL, Distributed SQL: Choose your DataStore carefully
SQL, NoSQL, Distributed SQL: Choose your DataStore carefullySQL, NoSQL, Distributed SQL: Choose your DataStore carefully
SQL, NoSQL, Distributed SQL: Choose your DataStore carefullyMd Kamaruzzaman
 
MongoDB vs Mysql. A devops point of view
MongoDB vs Mysql. A devops point of viewMongoDB vs Mysql. A devops point of view
MongoDB vs Mysql. A devops point of viewPierre Baillet
 
Polyglot Persistence - Two Great Tastes That Taste Great Together
Polyglot Persistence - Two Great Tastes That Taste Great TogetherPolyglot Persistence - Two Great Tastes That Taste Great Together
Polyglot Persistence - Two Great Tastes That Taste Great TogetherJohn Wood
 
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...DataStax Academy
 
Webinar: High Performance MongoDB Applications with IBM POWER8
Webinar: High Performance MongoDB Applications with IBM POWER8Webinar: High Performance MongoDB Applications with IBM POWER8
Webinar: High Performance MongoDB Applications with IBM POWER8MongoDB
 
Logical-DataWarehouse-Alluxio-meetup
Logical-DataWarehouse-Alluxio-meetupLogical-DataWarehouse-Alluxio-meetup
Logical-DataWarehouse-Alluxio-meetupGianmario Spacagna
 
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...DataStax
 

What's hot (20)

Introduction to NuoDB
Introduction to NuoDBIntroduction to NuoDB
Introduction to NuoDB
 
Databases in the Cloud
Databases in the CloudDatabases in the Cloud
Databases in the Cloud
 
NoSQL databases - An introduction
NoSQL databases - An introductionNoSQL databases - An introduction
NoSQL databases - An introduction
 
Cassandra Community Webinar: From Mongo to Cassandra, Architectural Lessons
Cassandra Community Webinar: From Mongo to Cassandra, Architectural LessonsCassandra Community Webinar: From Mongo to Cassandra, Architectural Lessons
Cassandra Community Webinar: From Mongo to Cassandra, Architectural Lessons
 
NoSQL Seminer
NoSQL SeminerNoSQL Seminer
NoSQL Seminer
 
SQL, NoSQL, BigData in Data Architecture
SQL, NoSQL, BigData in Data ArchitectureSQL, NoSQL, BigData in Data Architecture
SQL, NoSQL, BigData in Data Architecture
 
NoSQL Architecture Overview
NoSQL Architecture OverviewNoSQL Architecture Overview
NoSQL Architecture Overview
 
Introduction to Cassandra (June 2010)
Introduction to Cassandra (June 2010)Introduction to Cassandra (June 2010)
Introduction to Cassandra (June 2010)
 
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd Known
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd KnownCassandra Community Webinar: MySQL to Cassandra - What I Wish I'd Known
Cassandra Community Webinar: MySQL to Cassandra - What I Wish I'd Known
 
The Future of Distributed Databases
The Future of Distributed DatabasesThe Future of Distributed Databases
The Future of Distributed Databases
 
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)
The Future of Postgres Sharding / Bruce Momjian (PostgreSQL)
 
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...
[db tech showcase Tokyo 2017] C34: Replacing Oracle Database at DBS Bank ~Ora...
 
SQL, NoSQL, Distributed SQL: Choose your DataStore carefully
SQL, NoSQL, Distributed SQL: Choose your DataStore carefullySQL, NoSQL, Distributed SQL: Choose your DataStore carefully
SQL, NoSQL, Distributed SQL: Choose your DataStore carefully
 
No sql
No sqlNo sql
No sql
 
MongoDB vs Mysql. A devops point of view
MongoDB vs Mysql. A devops point of viewMongoDB vs Mysql. A devops point of view
MongoDB vs Mysql. A devops point of view
 
Polyglot Persistence - Two Great Tastes That Taste Great Together
Polyglot Persistence - Two Great Tastes That Taste Great TogetherPolyglot Persistence - Two Great Tastes That Taste Great Together
Polyglot Persistence - Two Great Tastes That Taste Great Together
 
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...
C* Summit 2013: Searching for a Needle in a Big Data Haystack by Jason Ruther...
 
Webinar: High Performance MongoDB Applications with IBM POWER8
Webinar: High Performance MongoDB Applications with IBM POWER8Webinar: High Performance MongoDB Applications with IBM POWER8
Webinar: High Performance MongoDB Applications with IBM POWER8
 
Logical-DataWarehouse-Alluxio-meetup
Logical-DataWarehouse-Alluxio-meetupLogical-DataWarehouse-Alluxio-meetup
Logical-DataWarehouse-Alluxio-meetup
 
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
Building Data Pipelines with SMACK: Designing Storage Strategies for Scale an...
 

Similar to SQL or NoSQL, that is the question!

Storage Systems For Scalable systems
Storage Systems For Scalable systemsStorage Systems For Scalable systems
Storage Systems For Scalable systemselliando dias
 
NoSQL A brief look at Apache Cassandra Distributed Database
NoSQL A brief look at Apache Cassandra Distributed DatabaseNoSQL A brief look at Apache Cassandra Distributed Database
NoSQL A brief look at Apache Cassandra Distributed DatabaseJoe Alex
 
Interactive SQL-on-Hadoop and JethroData
Interactive SQL-on-Hadoop and JethroDataInteractive SQL-on-Hadoop and JethroData
Interactive SQL-on-Hadoop and JethroDataOfir Manor
 
Bhupeshbansal bigdata
Bhupeshbansal bigdata Bhupeshbansal bigdata
Bhupeshbansal bigdata Bhupesh Bansal
 
UnConference for Georgia Southern Computer Science March 31, 2015
UnConference for Georgia Southern Computer Science March 31, 2015UnConference for Georgia Southern Computer Science March 31, 2015
UnConference for Georgia Southern Computer Science March 31, 2015Christopher Curtin
 
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYC
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYCScalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYC
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYCCal Henderson
 
Agile data lake? An oxymoron?
Agile data lake? An oxymoron?Agile data lake? An oxymoron?
Agile data lake? An oxymoron?samthemonad
 
Using Cassandra with your Web Application
Using Cassandra with your Web ApplicationUsing Cassandra with your Web Application
Using Cassandra with your Web Applicationsupertom
 
Microsoft Openness Mongo DB
Microsoft Openness Mongo DBMicrosoft Openness Mongo DB
Microsoft Openness Mongo DBHeriyadi Janwar
 
Front Range PHP NoSQL Databases
Front Range PHP NoSQL DatabasesFront Range PHP NoSQL Databases
Front Range PHP NoSQL DatabasesJon Meredith
 
Hardware Provisioning
Hardware ProvisioningHardware Provisioning
Hardware ProvisioningMongoDB
 
NO SQL: What, Why, How
NO SQL: What, Why, HowNO SQL: What, Why, How
NO SQL: What, Why, HowIgor Moochnick
 
NoSQL for great good [hanoi.rb talk]
NoSQL for great good [hanoi.rb talk]NoSQL for great good [hanoi.rb talk]
NoSQL for great good [hanoi.rb talk]Huy Do
 
Vote NO for MySQL
Vote NO for MySQLVote NO for MySQL
Vote NO for MySQLUlf Wendel
 
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...NETWAYS
 
GCP Data Engineer cheatsheet
GCP Data Engineer cheatsheetGCP Data Engineer cheatsheet
GCP Data Engineer cheatsheetGuang Xu
 
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...javier ramirez
 

Similar to SQL or NoSQL, that is the question! (20)

Storage Systems For Scalable systems
Storage Systems For Scalable systemsStorage Systems For Scalable systems
Storage Systems For Scalable systems
 
NoSQL A brief look at Apache Cassandra Distributed Database
NoSQL A brief look at Apache Cassandra Distributed DatabaseNoSQL A brief look at Apache Cassandra Distributed Database
NoSQL A brief look at Apache Cassandra Distributed Database
 
Interactive SQL-on-Hadoop and JethroData
Interactive SQL-on-Hadoop and JethroDataInteractive SQL-on-Hadoop and JethroData
Interactive SQL-on-Hadoop and JethroData
 
Bhupeshbansal bigdata
Bhupeshbansal bigdata Bhupeshbansal bigdata
Bhupeshbansal bigdata
 
UnConference for Georgia Southern Computer Science March 31, 2015
UnConference for Georgia Southern Computer Science March 31, 2015UnConference for Georgia Southern Computer Science March 31, 2015
UnConference for Georgia Southern Computer Science March 31, 2015
 
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYC
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYCScalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYC
Scalable Web Architectures: Common Patterns and Approaches - Web 2.0 Expo NYC
 
Agile data lake? An oxymoron?
Agile data lake? An oxymoron?Agile data lake? An oxymoron?
Agile data lake? An oxymoron?
 
Os Krug
Os KrugOs Krug
Os Krug
 
Using Cassandra with your Web Application
Using Cassandra with your Web ApplicationUsing Cassandra with your Web Application
Using Cassandra with your Web Application
 
Microsoft Openness Mongo DB
Microsoft Openness Mongo DBMicrosoft Openness Mongo DB
Microsoft Openness Mongo DB
 
Front Range PHP NoSQL Databases
Front Range PHP NoSQL DatabasesFront Range PHP NoSQL Databases
Front Range PHP NoSQL Databases
 
NoSQL
NoSQLNoSQL
NoSQL
 
Hardware Provisioning
Hardware ProvisioningHardware Provisioning
Hardware Provisioning
 
NO SQL: What, Why, How
NO SQL: What, Why, HowNO SQL: What, Why, How
NO SQL: What, Why, How
 
NoSQL for great good [hanoi.rb talk]
NoSQL for great good [hanoi.rb talk]NoSQL for great good [hanoi.rb talk]
NoSQL for great good [hanoi.rb talk]
 
Vote NO for MySQL
Vote NO for MySQLVote NO for MySQL
Vote NO for MySQL
 
Big data nyu
Big data nyuBig data nyu
Big data nyu
 
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...
OSDC 2018 | The operational brain: how new Paradigms like Machine Learning ar...
 
GCP Data Engineer cheatsheet
GCP Data Engineer cheatsheetGCP Data Engineer cheatsheet
GCP Data Engineer cheatsheet
 
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...
Ingesting Over Four Million Rows Per Second With QuestDB Timeseries Database ...
 

More from Andraz Tori

Ljubljana je Zakon 2013
Ljubljana je Zakon 2013Ljubljana je Zakon 2013
Ljubljana je Zakon 2013Andraz Tori
 
Triple your blog post frequency
Triple your blog post frequencyTriple your blog post frequency
Triple your blog post frequencyAndraz Tori
 
Future of content cration
Future of content crationFuture of content cration
Future of content crationAndraz Tori
 
Augmenting Content
Augmenting ContentAugmenting Content
Augmenting ContentAndraz Tori
 
Zemanta Tech Talk at Audible
Zemanta Tech Talk at AudibleZemanta Tech Talk at Audible
Zemanta Tech Talk at AudibleAndraz Tori
 
Quality, quantity, web and semantics
Quality, quantity, web and semanticsQuality, quantity, web and semantics
Quality, quantity, web and semanticsAndraz Tori
 
#LjubljanaJeZakon
#LjubljanaJeZakon#LjubljanaJeZakon
#LjubljanaJeZakonAndraz Tori
 
Semantic web user interfaces - Do they have to be ugly?
Semantic web user interfaces - Do they have to be ugly?Semantic web user interfaces - Do they have to be ugly?
Semantic web user interfaces - Do they have to be ugly?Andraz Tori
 
SemWeb install-fest presentation
SemWeb install-fest presentationSemWeb install-fest presentation
SemWeb install-fest presentationAndraz Tori
 
Beyond who else bought what
Beyond who else bought whatBeyond who else bought what
Beyond who else bought whatAndraz Tori
 

More from Andraz Tori (10)

Ljubljana je Zakon 2013
Ljubljana je Zakon 2013Ljubljana je Zakon 2013
Ljubljana je Zakon 2013
 
Triple your blog post frequency
Triple your blog post frequencyTriple your blog post frequency
Triple your blog post frequency
 
Future of content cration
Future of content crationFuture of content cration
Future of content cration
 
Augmenting Content
Augmenting ContentAugmenting Content
Augmenting Content
 
Zemanta Tech Talk at Audible
Zemanta Tech Talk at AudibleZemanta Tech Talk at Audible
Zemanta Tech Talk at Audible
 
Quality, quantity, web and semantics
Quality, quantity, web and semanticsQuality, quantity, web and semantics
Quality, quantity, web and semantics
 
#LjubljanaJeZakon
#LjubljanaJeZakon#LjubljanaJeZakon
#LjubljanaJeZakon
 
Semantic web user interfaces - Do they have to be ugly?
Semantic web user interfaces - Do they have to be ugly?Semantic web user interfaces - Do they have to be ugly?
Semantic web user interfaces - Do they have to be ugly?
 
SemWeb install-fest presentation
SemWeb install-fest presentationSemWeb install-fest presentation
SemWeb install-fest presentation
 
Beyond who else bought what
Beyond who else bought whatBeyond who else bought what
Beyond who else bought what
 

Recently uploaded

What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentPim van der Noll
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Scott Andery
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...panagenda
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationKnoldus Inc.
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Mark Goldstein
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditSkynet Technologies
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Farhan Tariq
 

Recently uploaded (20)

What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog Presentation
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Manual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance AuditManual 508 Accessibility Compliance Audit
Manual 508 Accessibility Compliance Audit
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...
 

SQL or NoSQL, that is the question!

Editor's Notes

  1. Kaj sploh je Silicijeva Dolina? Zakaj se to sploh sprašujemo? Mislijo politiki dobesedno? Povedal bom o pozitivnih straneh. V bistvu sem hotel povedati drugo zgodbo