SlideShare a Scribd company logo
1 of 8
Apache S4
●

What is it ?

●

Building Blocks

●

Characteristics

●

Architecture

●

Why was it needed ?

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – What is it ?
●

S4 = SSSS

●

Simple Scalable Streaming System

●

For data processing

●

Aims to hide processing complexity

●

A platform for data processing development

●

Distributed

●

Scalable

●

Fault Tolerant

●

High performance

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – What is it ?
●

It is modular

●

Written in Java

●

Currently in the Apache incubator

●

Offers plug-ins

●

For complex data stream processing

●

Production deployment at Yahoo

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – Building Blocks
What are the S4 building blocks ?
–

Message queues

–

Processors

–

Serializer

–

Checkpointing backend

Plus
–

A simple API

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – Characteristics
●

Cluster management uses Zoo Keeper

●

Symmetric nodes
–
–

●

No centralization
No single point of failure

No limit on nodes
–

●

Throughput increases linearly

Fault tolerant failover to standby server

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – Architecture

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Apache S4 – Why was in needed ?

www.semtech-solutions.co.nz

info@semtech-solutions.co.nz
Contact Us
●

Feel free to contact us at
–

www.semtech-solutions.co.nz

–

info@semtech-solutions.co.nz

●

We offer IT project consultancy

●

We are happy to hear about your problems

●

You can just pay for those hours that you need

●

To solve your problems

More Related Content

Viewers also liked

Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same Slide
Crispy Presentations
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
Rand Fishkin
 

Viewers also liked (16)

The Seven Deadly Social Media Sins
The Seven Deadly Social Media SinsThe Seven Deadly Social Media Sins
The Seven Deadly Social Media Sins
 
Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same Slide
 
How People Really Hold and Touch (their Phones)
How People Really Hold and Touch (their Phones)How People Really Hold and Touch (their Phones)
How People Really Hold and Touch (their Phones)
 
Upworthy: 10 Ways To Win The Internets
Upworthy: 10 Ways To Win The InternetsUpworthy: 10 Ways To Win The Internets
Upworthy: 10 Ways To Win The Internets
 
What 33 Successful Entrepreneurs Learned From Failure
What 33 Successful Entrepreneurs Learned From FailureWhat 33 Successful Entrepreneurs Learned From Failure
What 33 Successful Entrepreneurs Learned From Failure
 
Design Your Career 2018
Design Your Career 2018Design Your Career 2018
Design Your Career 2018
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
 
The History of SEO
The History of SEOThe History of SEO
The History of SEO
 
How To (Really) Get Into Marketing
How To (Really) Get Into MarketingHow To (Really) Get Into Marketing
How To (Really) Get Into Marketing
 
The What If Technique presented by Motivate Design
The What If Technique presented by Motivate DesignThe What If Technique presented by Motivate Design
The What If Technique presented by Motivate Design
 
Displaying Data
Displaying DataDisplaying Data
Displaying Data
 
10 Powerful Body Language Tips for your next Presentation
10 Powerful Body Language Tips for your next Presentation10 Powerful Body Language Tips for your next Presentation
10 Powerful Body Language Tips for your next Presentation
 
Crap. The Content Marketing Deluge.
Crap. The Content Marketing Deluge.Crap. The Content Marketing Deluge.
Crap. The Content Marketing Deluge.
 
What Would Steve Do? 10 Lessons from the World's Most Captivating Presenters
What Would Steve Do? 10 Lessons from the World's Most Captivating PresentersWhat Would Steve Do? 10 Lessons from the World's Most Captivating Presenters
What Would Steve Do? 10 Lessons from the World's Most Captivating Presenters
 
Digital Strategy 101
Digital Strategy 101Digital Strategy 101
Digital Strategy 101
 
How Google Works
How Google WorksHow Google Works
How Google Works
 

More from Mike Frampton

An introduction to Apache Mesos
An introduction to Apache MesosAn introduction to Apache Mesos
An introduction to Apache Mesos
Mike Frampton
 
An introduction to Pentaho
An introduction to PentahoAn introduction to Pentaho
An introduction to Pentaho
Mike Frampton
 

More from Mike Frampton (20)

Apache Airavata
Apache AiravataApache Airavata
Apache Airavata
 
Apache MADlib AI/ML
Apache MADlib AI/MLApache MADlib AI/ML
Apache MADlib AI/ML
 
Apache MXNet AI
Apache MXNet AIApache MXNet AI
Apache MXNet AI
 
Apache Gobblin
Apache GobblinApache Gobblin
Apache Gobblin
 
Apache Singa AI
Apache Singa AIApache Singa AI
Apache Singa AI
 
Apache Ranger
Apache RangerApache Ranger
Apache Ranger
 
OrientDB
OrientDBOrientDB
OrientDB
 
Prometheus
PrometheusPrometheus
Prometheus
 
Apache Tephra
Apache TephraApache Tephra
Apache Tephra
 
Apache Kudu
Apache KuduApache Kudu
Apache Kudu
 
Apache Bahir
Apache BahirApache Bahir
Apache Bahir
 
Apache Arrow
Apache ArrowApache Arrow
Apache Arrow
 
JanusGraph DB
JanusGraph DBJanusGraph DB
JanusGraph DB
 
Apache Ignite
Apache IgniteApache Ignite
Apache Ignite
 
Apache Samza
Apache SamzaApache Samza
Apache Samza
 
Apache Flink
Apache FlinkApache Flink
Apache Flink
 
Apache Edgent
Apache EdgentApache Edgent
Apache Edgent
 
Apache CouchDB
Apache CouchDBApache CouchDB
Apache CouchDB
 
An introduction to Apache Mesos
An introduction to Apache MesosAn introduction to Apache Mesos
An introduction to Apache Mesos
 
An introduction to Pentaho
An introduction to PentahoAn introduction to Pentaho
An introduction to Pentaho
 

Recently uploaded

Recently uploaded (20)

Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
A Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source MilvusA Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source Milvus
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 

An introduction to Apache S4

  • 1. Apache S4 ● What is it ? ● Building Blocks ● Characteristics ● Architecture ● Why was it needed ? www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 2. Apache S4 – What is it ? ● S4 = SSSS ● Simple Scalable Streaming System ● For data processing ● Aims to hide processing complexity ● A platform for data processing development ● Distributed ● Scalable ● Fault Tolerant ● High performance www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 3. Apache S4 – What is it ? ● It is modular ● Written in Java ● Currently in the Apache incubator ● Offers plug-ins ● For complex data stream processing ● Production deployment at Yahoo www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 4. Apache S4 – Building Blocks What are the S4 building blocks ? – Message queues – Processors – Serializer – Checkpointing backend Plus – A simple API www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 5. Apache S4 – Characteristics ● Cluster management uses Zoo Keeper ● Symmetric nodes – – ● No centralization No single point of failure No limit on nodes – ● Throughput increases linearly Fault tolerant failover to standby server www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 6. Apache S4 – Architecture www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 7. Apache S4 – Why was in needed ? www.semtech-solutions.co.nz info@semtech-solutions.co.nz
  • 8. Contact Us ● Feel free to contact us at – www.semtech-solutions.co.nz – info@semtech-solutions.co.nz ● We offer IT project consultancy ● We are happy to hear about your problems ● You can just pay for those hours that you need ● To solve your problems