ݺߣ

ݺߣShare a Scribd company logo
How Big is Big? 
Tall, Grande, Venti Data?
Nick Burch 
@Gagravarr
TTaallll,, GGrraannddee,, VVeennttii??
Different Ideas of Big 
• Few machines? 
• Few racks? 
• Few datacentres? 
• Few continents? 
• 10 servers that fit in a shoebox? 
• Something that's too big for Excel?
““IItt''ss aallll jjuusstt hhyyppee aanndd bbuuzzzz””
““IItt''ss aallll tthhee ffaauulltt ooff VVCCss””
Small Data vs On-Demand 
Big Data systems?
Who wants to be small? 
• Reluctance to order a “small” coffee? 
• Who wants to go to a senior management 
meeting, and say “we're not big data 
after all”? 
• Different people, different sizes 
• Naming is important!
“It's all the fault of sales 
people”
RReeqquuiirreemmeennttss!!
Requirements 
• What kind of data? 
• What kind of queries? 
• How fast does it change? 
• How quickly do you need changes? 
• What scale? 
• What support?
Can we come up with names 
to help people?
Nick Burch 
@Gagravarr 
nick@apache.org
Ad

Recommended

The Vital Metrics Every Sales Team Should Be Measuring
The Vital Metrics Every Sales Team Should Be Measuring
Chartio
data drives the future of your business
data drives the future of your business
Aleš Fojtík
La sociedad de la información siglo XXI
jheankarrieta
Software equivalente
seryam
2011 Continental Cup Information Packet
2011 Continental Cup Information Packet
klabuckeye
But we're already open source! Why would I want to bring my code to Apache?
But we're already open source! Why would I want to bring my code to Apache?
gagravarr
Texas leadership ppt 11 6-10
Texas leadership ppt 11 6-10
MarilynRMartin
But We're Already Open Source! Why Would I Want To Bring My Code To Apache?
But We're Already Open Source! Why Would I Want To Bring My Code To Apache?
gagravarr
Little Steps to BIG Data
Little Steps to BIG Data
Aptera Inc
Big Data & the importance of Data Science
Big Data & the importance of Data Science
Wim Van Leuven
Digital Transformation Scotland 2017
Digital Transformation Scotland 2017
Ray Bugg
Level Seven - Expedient Big Data presentation
Level Seven - Expedient Big Data presentation
Doug Denton
3.Like AI is important and What is AI.pptx
3.Like AI is important and What is AI.pptx
ChZia4
Introduction to big data for the EA course at Solvay MBA
Introduction to big data for the EA course at Solvay MBA
Wim Van Leuven
Big Data, NoSQL, NewSQL & The Future of Data Management
Big Data, NoSQL, NewSQL & The Future of Data Management
Tony Bain
Ictam big data
Ictam big data
Terry Bunio
Big Data for Small Businesses
Big Data for Small Businesses
Vivastream
Big Data: Setting Up the Big Data Lake
Big Data: Setting Up the Big Data Lake
Caserta
Why Big Data Matters
Why Big Data Matters
Experian_US
Big Query - Utilizing Google Data Warehouse for Media Analytics
Big Query - Utilizing Google Data Warehouse for Media Analytics
hafeeznazri
Top BI trends and predictions for 2017
Top BI trends and predictions for 2017
Panorama Software
Architecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment Options
Caserta
Big Data Analytics with Microsoft
Big Data Analytics with Microsoft
Caserta
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
Dina G
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Dana Gardner
Neotys PAC - Todd De Capua
Neotys PAC - Todd De Capua
Neotys_Partner
Blasting 10 Big Data Myths with 10 Panel Data Examples
Blasting 10 Big Data Myths with 10 Panel Data Examples
Annie Pettit, Research Methodologist
Transformando la vida cotidiana a través de Big Data
Transformando la vida cotidiana a través de Big Data
UX Nights
Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
gagravarr
What's new with Apache Tika?
What's new with Apache Tika?
gagravarr

More Related Content

Similar to How Big is Big – Tall, Grande, Venti Data? (20)

Little Steps to BIG Data
Little Steps to BIG Data
Aptera Inc
Big Data & the importance of Data Science
Big Data & the importance of Data Science
Wim Van Leuven
Digital Transformation Scotland 2017
Digital Transformation Scotland 2017
Ray Bugg
Level Seven - Expedient Big Data presentation
Level Seven - Expedient Big Data presentation
Doug Denton
3.Like AI is important and What is AI.pptx
3.Like AI is important and What is AI.pptx
ChZia4
Introduction to big data for the EA course at Solvay MBA
Introduction to big data for the EA course at Solvay MBA
Wim Van Leuven
Big Data, NoSQL, NewSQL & The Future of Data Management
Big Data, NoSQL, NewSQL & The Future of Data Management
Tony Bain
Ictam big data
Ictam big data
Terry Bunio
Big Data for Small Businesses
Big Data for Small Businesses
Vivastream
Big Data: Setting Up the Big Data Lake
Big Data: Setting Up the Big Data Lake
Caserta
Why Big Data Matters
Why Big Data Matters
Experian_US
Big Query - Utilizing Google Data Warehouse for Media Analytics
Big Query - Utilizing Google Data Warehouse for Media Analytics
hafeeznazri
Top BI trends and predictions for 2017
Top BI trends and predictions for 2017
Panorama Software
Architecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment Options
Caserta
Big Data Analytics with Microsoft
Big Data Analytics with Microsoft
Caserta
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
Dina G
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Dana Gardner
Neotys PAC - Todd De Capua
Neotys PAC - Todd De Capua
Neotys_Partner
Blasting 10 Big Data Myths with 10 Panel Data Examples
Blasting 10 Big Data Myths with 10 Panel Data Examples
Annie Pettit, Research Methodologist
Transformando la vida cotidiana a través de Big Data
Transformando la vida cotidiana a través de Big Data
UX Nights
Little Steps to BIG Data
Little Steps to BIG Data
Aptera Inc
Big Data & the importance of Data Science
Big Data & the importance of Data Science
Wim Van Leuven
Digital Transformation Scotland 2017
Digital Transformation Scotland 2017
Ray Bugg
Level Seven - Expedient Big Data presentation
Level Seven - Expedient Big Data presentation
Doug Denton
3.Like AI is important and What is AI.pptx
3.Like AI is important and What is AI.pptx
ChZia4
Introduction to big data for the EA course at Solvay MBA
Introduction to big data for the EA course at Solvay MBA
Wim Van Leuven
Big Data, NoSQL, NewSQL & The Future of Data Management
Big Data, NoSQL, NewSQL & The Future of Data Management
Tony Bain
Big Data for Small Businesses
Big Data for Small Businesses
Vivastream
Big Data: Setting Up the Big Data Lake
Big Data: Setting Up the Big Data Lake
Caserta
Big Query - Utilizing Google Data Warehouse for Media Analytics
Big Query - Utilizing Google Data Warehouse for Media Analytics
hafeeznazri
Top BI trends and predictions for 2017
Top BI trends and predictions for 2017
Panorama Software
Architecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment Options
Caserta
Big Data Analytics with Microsoft
Big Data Analytics with Microsoft
Caserta
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
How Is Big Data Transforming Business, Healthcare, Marketing, and Technology.pdf
Dina G
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Putting Buyers and Sellers in the Best Light, How Etsy Leverages Big Data for...
Dana Gardner
Transformando la vida cotidiana a través de Big Data
Transformando la vida cotidiana a través de Big Data
UX Nights

More from gagravarr (11)

Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
gagravarr
What's new with Apache Tika?
What's new with Apache Tika?
gagravarr
What's with the 1s and 0s? Making sense of binary data at scale - Berlin Buzz...
What's with the 1s and 0s? Making sense of binary data at scale - Berlin Buzz...
gagravarr
The Apache Way
The Apache Way
gagravarr
The other Apache Technologies your Big Data solution needs
The other Apache Technologies your Big Data solution needs
gagravarr
If You Have The Content, Then Apache Has The Technology!
If You Have The Content, Then Apache Has The Technology!
gagravarr
What's With The 1S And 0S? Making Sense Of Binary Data At Scale With Tika And...
What's With The 1S And 0S? Making Sense Of Binary Data At Scale With Tika And...
gagravarr
What's with the 1s and 0s? Making sense of binary data at scale with Tika and...
What's with the 1s and 0s? Making sense of binary data at scale with Tika and...
gagravarr
The other Apache technologies your big data solution needs!
The other Apache technologies your big data solution needs!
gagravarr
Apache Tika end-to-end
Apache Tika end-to-end
gagravarr
Apache Content Technologies
Apache Content Technologies
gagravarr
Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
Turning XML to XLS on the JVM, without loosing your Sanity, with Groovy
gagravarr
What's new with Apache Tika?
What's new with Apache Tika?
gagravarr
What's with the 1s and 0s? Making sense of binary data at scale - Berlin Buzz...
What's with the 1s and 0s? Making sense of binary data at scale - Berlin Buzz...
gagravarr
The other Apache Technologies your Big Data solution needs
The other Apache Technologies your Big Data solution needs
gagravarr
If You Have The Content, Then Apache Has The Technology!
If You Have The Content, Then Apache Has The Technology!
gagravarr
What's With The 1S And 0S? Making Sense Of Binary Data At Scale With Tika And...
What's With The 1S And 0S? Making Sense Of Binary Data At Scale With Tika And...
gagravarr
What's with the 1s and 0s? Making sense of binary data at scale with Tika and...
What's with the 1s and 0s? Making sense of binary data at scale with Tika and...
gagravarr
The other Apache technologies your big data solution needs!
The other Apache technologies your big data solution needs!
gagravarr
Apache Tika end-to-end
Apache Tika end-to-end
gagravarr
Apache Content Technologies
Apache Content Technologies
gagravarr
Ad

Recently uploaded (20)

Cyber Defense Matrix Workshop - RSA Conference
Cyber Defense Matrix Workshop - RSA Conference
Priyanka Aash
FIDO Seminar: Authentication for a Billion Consumers - Amazon.pptx
FIDO Seminar: Authentication for a Billion Consumers - Amazon.pptx
FIDO Alliance
The Future of Data, AI, and AR: Innovation Inspired by You.pdf
The Future of Data, AI, and AR: Innovation Inspired by You.pdf
Safe Software
The Future of Technology: 2025-2125 by Saikat Basu.pdf
The Future of Technology: 2025-2125 by Saikat Basu.pdf
Saikat Basu
Powering Multi-Page Web Applications Using Flow Apps and FME Data Streaming
Powering Multi-Page Web Applications Using Flow Apps and FME Data Streaming
Safe Software
You are not excused! How to avoid security blind spots on the way to production
You are not excused! How to avoid security blind spots on the way to production
Michele Leroux Bustamante
Information Security Response Team Nepal_npCERT_Vice_President_Sudan_Jha.pdf
Information Security Response Team Nepal_npCERT_Vice_President_Sudan_Jha.pdf
ICT Frame Magazine Pvt. Ltd.
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Alliance
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Alliance
ReSTIR [DI]: Spatiotemporal reservoir resampling for real-time ray tracing ...
ReSTIR [DI]: Spatiotemporal reservoir resampling for real-time ray tracing ...
revolcs10
cnc-processing-centers-centateq-p-110-en.pdf
cnc-processing-centers-centateq-p-110-en.pdf
AmirStern2
Python Conference Singapore - 19 Jun 2025
Python Conference Singapore - 19 Jun 2025
ninefyi
Enhance GitHub Copilot using MCP - Enterprise version.pdf
Enhance GitHub Copilot using MCP - Enterprise version.pdf
Nilesh Gule
OWASP Barcelona 2025 Threat Model Library
OWASP Barcelona 2025 Threat Model Library
PetraVukmirovic
From Manual to Auto Searching- FME in the Driver's Seat
From Manual to Auto Searching- FME in the Driver's Seat
Safe Software
War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdf
War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdf
biswajitbanerjee38
CapCut Pro Crack For PC Latest Version {Fully Unlocked} 2025
CapCut Pro Crack For PC Latest Version {Fully Unlocked} 2025
pcprocore
FIDO Seminar: Perspectives on Passkeys & Consumer Adoption.pptx
FIDO Seminar: Perspectives on Passkeys & Consumer Adoption.pptx
FIDO Alliance
9-1-1 Addressing: End-to-End Automation Using FME
9-1-1 Addressing: End-to-End Automation Using FME
Safe Software
“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...
“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...
Edge AI and Vision Alliance
Cyber Defense Matrix Workshop - RSA Conference
Cyber Defense Matrix Workshop - RSA Conference
Priyanka Aash
FIDO Seminar: Authentication for a Billion Consumers - Amazon.pptx
FIDO Seminar: Authentication for a Billion Consumers - Amazon.pptx
FIDO Alliance
The Future of Data, AI, and AR: Innovation Inspired by You.pdf
The Future of Data, AI, and AR: Innovation Inspired by You.pdf
Safe Software
The Future of Technology: 2025-2125 by Saikat Basu.pdf
The Future of Technology: 2025-2125 by Saikat Basu.pdf
Saikat Basu
Powering Multi-Page Web Applications Using Flow Apps and FME Data Streaming
Powering Multi-Page Web Applications Using Flow Apps and FME Data Streaming
Safe Software
You are not excused! How to avoid security blind spots on the way to production
You are not excused! How to avoid security blind spots on the way to production
Michele Leroux Bustamante
Information Security Response Team Nepal_npCERT_Vice_President_Sudan_Jha.pdf
Information Security Response Team Nepal_npCERT_Vice_President_Sudan_Jha.pdf
ICT Frame Magazine Pvt. Ltd.
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Seminar: New Data: Passkey Adoption in the Workforce.pptx
FIDO Alliance
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Seminar: Evolving Landscape of Post-Quantum Cryptography.pptx
FIDO Alliance
ReSTIR [DI]: Spatiotemporal reservoir resampling for real-time ray tracing ...
ReSTIR [DI]: Spatiotemporal reservoir resampling for real-time ray tracing ...
revolcs10
cnc-processing-centers-centateq-p-110-en.pdf
cnc-processing-centers-centateq-p-110-en.pdf
AmirStern2
Python Conference Singapore - 19 Jun 2025
Python Conference Singapore - 19 Jun 2025
ninefyi
Enhance GitHub Copilot using MCP - Enterprise version.pdf
Enhance GitHub Copilot using MCP - Enterprise version.pdf
Nilesh Gule
OWASP Barcelona 2025 Threat Model Library
OWASP Barcelona 2025 Threat Model Library
PetraVukmirovic
From Manual to Auto Searching- FME in the Driver's Seat
From Manual to Auto Searching- FME in the Driver's Seat
Safe Software
War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdf
War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdf
biswajitbanerjee38
CapCut Pro Crack For PC Latest Version {Fully Unlocked} 2025
CapCut Pro Crack For PC Latest Version {Fully Unlocked} 2025
pcprocore
FIDO Seminar: Perspectives on Passkeys & Consumer Adoption.pptx
FIDO Seminar: Perspectives on Passkeys & Consumer Adoption.pptx
FIDO Alliance
9-1-1 Addressing: End-to-End Automation Using FME
9-1-1 Addressing: End-to-End Automation Using FME
Safe Software
“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...
“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...
Edge AI and Vision Alliance
Ad

How Big is Big – Tall, Grande, Venti Data?