SlideShare a Scribd company logo
1 of 75
Download to read offline
NATS
A nervous system
for modern
distributed systems
Derek Collison
@derekcollison
https://github.com/derekcollison
derek@apcera.com
derek.collison@gmail.com
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Why Even
Listen to
Me?
Derek Collison
Google 6yrs
TIBCO > 10yrs
Architected TIBCO Rendezvous and EMS
Architected the OpenPaaS CloudFoundry
Building Messaging Systems
and Solutions > 20yrs
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Why
Messaging?
Background
•MicroServices Architectures
•Event-Driven Architectures
•HTTP as an interface only goes so far
•1:N / 1:1 of N Patterns
•Cascading Request/Reply
•Subject/Topic based routing
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
a brief
Network
Recap
Networks
•IP: TCP and UDP
•Streaming vs limited packet size and
unreliability
•Effective 1:N -> UDP Broadcast /
Multicast
•Late 90s TCP becomes only fast-path
option
Networks
•Multicast has too much admin, failed
•Multicast trunked or disallowed
•UDP BC TOR trunked in most Cloud
Platforms
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Messaging
Basic Messaging Patterns
✓Publish-Subscribe
✓Queuing
✓Request-Reply
Messaging - Publish Subscribe
1 : N
Publisher
Subscriber
Subscriber
SubscriberSubject
Messaging - Queuing
1 : 1
Publisher Queue
Subscriber
Subscriber
Message #1
Subscriber
Messaging - Queuing
1 : 1
Publisher Queue
Subscriber
Subscriber
Message #2
Subscriber
Messaging - Queuing
1 : 1
Publisher Queue
Subscriber
Subscriber
Message #3
Subscriber
Messaging - Request Reply
1 : 1
Publisher
Reply Subscriber
Subscriber
SubscriberSubject
Messaging - Request Reply
1 : N
Reply
Publisher
Subscriber
Subscriber
SubscriberSubject
Messaging Use Cases
✓Addressing, discovery
✓Command and control - Control Plane
✓Load-balancing
✓N-way scalability
✓Location Transparency
✓Fault-Tolerance
Why
Pub-Sub?
Publish-Subscribe
✓A radio vs a phone call
✓E.g. Wallstreet quote distribution
✓programatic trading
✓fairness and delivery embargo
✓Don’t assume the Audience!
Queueing
Queueing
Publish or
Subscribe
operation?
Queueing
Publish is
Store and
Forward
Queueing
Subscribe is
distributed
queueing
Request-
Reply
Request-Reply
✓Don’t assume audience!
✓How many responders?
✓Always built on Publish-Subscribe
Enterprise
Messaging Patterns
✓Persistence
✓Store & Forward
✓Distributed Transactions
✓Enhanced Delivery Models
Delivery
Delivery Models
✓At Most Once
✓At Least Once
✓Exactly Once
Delivery Models
Exactly
Once is very
HARD!
If you do it
Correctly
What if we
looked at the
problem
differently?
Should
it do
everything?
OR..
Should
it do
much less?
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
NATSnats.io
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
the
Inspiration
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
What is
NATS?
What NATS is..
✓High-Performance
✓Always on and available
✓Extremely light-weight
✓Fire and Forget - At Most Once
✓Pub/Sub
✓Distributed Queues
✓Request/Reply
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
What is
NATS NOT?
What NATS is NOT..
✓Enterprise Messaging System
✓Persistence
✓Transactions
✓Enhanced Delivery Models
✓Queueing Product
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Disclaimer!
I built NATS for myself!
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
What’s
Unique?
What is Unique?
✓Clustered mode server
✓Cluster aware clients
✓Go, Node.js, Java, Scala, Python, Ruby
✓Auto-pruning of interest graph
✓Always Pub/Sub, NO Assumptions
✓Distributed queueing across clusters
✓Text-based protocol
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Performance
Performance
• Originally written to support CloudFoundry

• In use by CloudFoundry, HTC, Baidu, Apcera and
others

• Written first in Ruby -> 150k msgs/sec

• Rewritten at Apcera in Go (Client and Server)

• First pass -> 500k msgs/sec

• Current Performance -> 5-6m msgs/sec
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Performance 4k payloadsCourtesy - http://www.bravenewgeek.com/dissecting-message-queues/
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Demo
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
More Info
slideshare.net/derekcollison/gophercon-2014
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Text-Based?
Text-Based Protocol
✓Easy to get started with new clients
✓Does not affect performance
✓Can telnet directly to server
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Demo
telnet demo.nats.io 4222
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Monitoring
Monitoring
✓HTTP based monitoring
✓Modeled off of /varz in Google
✓Simple JSON payloads
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Demo
curl demo.nats.io:8222/varz
curl demo.nats.io:8222/connz
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Clients
Clients
✓Go
✓Node.js
✓Java/Scala
✓Ruby
✓Python
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Clustered
Clustering
Client
Connection
GNATSD
GNATSD
GNATSD
Clustering
Client
Connection
GNATSD
GNATSD
GNATSD
Clustering
Client
Connection
GNATSD
GNATSD
GNATSD
X
Clustering
Client
Connection
GNATSD
GNATSD
GNATSD
X
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Auto-Pruning
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Big DEAL!
(to me)
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Why?
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
1:1 of
large N
(think Google)
Auto-Pruning
✓Able to express limited interest a priori
✓Systems uses circuit breakers
✓1:1 Requests to large N is very efficient!
✓Easily accessible in protocols
✓All clients support in Request/Reply
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Summary
Summary
✓Modeled to be always-on dial-tone
✓Always available - NATS protects itself
✓High-Performance server
✓Clustered Servers / Cluster aware Clients
✓Clients in many languages, contribute!
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Futures
Futures
✓NGINX C++ client to OSS
✓Performance gains in server and clients
✓C/C++, LUA clients
✓Monitoring dashboards
✓Auto-configuration service
Background
• Good Performance is good
•Predictably Good Performance is king!
•Measure everything (can’t fix what you don’t know)
•Understand your data
•Understand your user experience
• Don’t be a failure of your own success
Thanks!
Resources
https://nats.io
https://registry.hub.docker.com/u/apcera/gnatsd/
https://github.com/apcera/gnatsd
http://www.slideshare.net/derekcollison/
gophercon-2014
Questions?

More Related Content

What's hot

How to build a Kubernetes networking solution from scratch
How to build a Kubernetes networking solution from scratchHow to build a Kubernetes networking solution from scratch
How to build a Kubernetes networking solution from scratchAll Things Open
 
Terraform GitOps on Codefresh
Terraform GitOps on CodefreshTerraform GitOps on Codefresh
Terraform GitOps on CodefreshCodefresh
 
Integration Patterns for Microservices Architectures
Integration Patterns for Microservices ArchitecturesIntegration Patterns for Microservices Architectures
Integration Patterns for Microservices ArchitecturesNATS
 
10 Good Reasons to Use ClickHouse
10 Good Reasons to Use ClickHouse10 Good Reasons to Use ClickHouse
10 Good Reasons to Use ClickHouserpolat
 
Implementing Microservices with NATS
Implementing Microservices with NATSImplementing Microservices with NATS
Implementing Microservices with NATSApcera
 
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATS
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATSDeep Dive into Building a Secure & Multi-tenant SaaS Solution with NATS
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATSNATS
 
Introduction to the Disruptor
Introduction to the DisruptorIntroduction to the Disruptor
Introduction to the DisruptorTrisha Gee
 
Migrating to Microservices Patterns and Technologies (edition 2023)
 Migrating to Microservices Patterns and Technologies (edition 2023) Migrating to Microservices Patterns and Technologies (edition 2023)
Migrating to Microservices Patterns and Technologies (edition 2023)Ahmed Misbah
 
Cassandra Introduction & Features
Cassandra Introduction & FeaturesCassandra Introduction & Features
Cassandra Introduction & FeaturesDataStax Academy
 
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...Ivelin Yanev
 
Apache Kafka from 0.7 to 1.0, History and Lesson Learned
Apache Kafka from 0.7 to 1.0, History and Lesson LearnedApache Kafka from 0.7 to 1.0, History and Lesson Learned
Apache Kafka from 0.7 to 1.0, History and Lesson LearnedGuozhang Wang
 
(Draft) Kubernetes - A Comprehensive Overview
(Draft) Kubernetes - A Comprehensive Overview(Draft) Kubernetes - A Comprehensive Overview
(Draft) Kubernetes - A Comprehensive OverviewBob Killen
 
How is Kafka so Fast?
How is Kafka so Fast?How is Kafka so Fast?
How is Kafka so Fast?Ricardo Paiva
 
Docker, Containers and the Future of Application Delivery
Docker, Containers and the Future of Application DeliveryDocker, Containers and the Future of Application Delivery
Docker, Containers and the Future of Application DeliveryDocker, Inc.
 
Kafka replication apachecon_2013
Kafka replication apachecon_2013Kafka replication apachecon_2013
Kafka replication apachecon_2013Jun Rao
 
Handle Large Messages In Apache Kafka
Handle Large Messages In Apache KafkaHandle Large Messages In Apache Kafka
Handle Large Messages In Apache KafkaJiangjie Qin
 
Choose the Right Container Storage for Kubernetes
Choose the Right Container Storage for KubernetesChoose the Right Container Storage for Kubernetes
Choose the Right Container Storage for KubernetesYusuf Hadiwinata Sutandar
 

What's hot (20)

How to build a Kubernetes networking solution from scratch
How to build a Kubernetes networking solution from scratchHow to build a Kubernetes networking solution from scratch
How to build a Kubernetes networking solution from scratch
 
Terraform GitOps on Codefresh
Terraform GitOps on CodefreshTerraform GitOps on Codefresh
Terraform GitOps on Codefresh
 
Integration Patterns for Microservices Architectures
Integration Patterns for Microservices ArchitecturesIntegration Patterns for Microservices Architectures
Integration Patterns for Microservices Architectures
 
Terraform Basics
Terraform BasicsTerraform Basics
Terraform Basics
 
10 Good Reasons to Use ClickHouse
10 Good Reasons to Use ClickHouse10 Good Reasons to Use ClickHouse
10 Good Reasons to Use ClickHouse
 
Implementing Microservices with NATS
Implementing Microservices with NATSImplementing Microservices with NATS
Implementing Microservices with NATS
 
Hacking QNX
Hacking QNXHacking QNX
Hacking QNX
 
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATS
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATSDeep Dive into Building a Secure & Multi-tenant SaaS Solution with NATS
Deep Dive into Building a Secure & Multi-tenant SaaS Solution with NATS
 
Introduction to the Disruptor
Introduction to the DisruptorIntroduction to the Disruptor
Introduction to the Disruptor
 
Migrating to Microservices Patterns and Technologies (edition 2023)
 Migrating to Microservices Patterns and Technologies (edition 2023) Migrating to Microservices Patterns and Technologies (edition 2023)
Migrating to Microservices Patterns and Technologies (edition 2023)
 
Cassandra Introduction & Features
Cassandra Introduction & FeaturesCassandra Introduction & Features
Cassandra Introduction & Features
 
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...
Empowering Your Java Applications with Quarkus. A New Era of Fast, Efficient,...
 
Apache Kafka from 0.7 to 1.0, History and Lesson Learned
Apache Kafka from 0.7 to 1.0, History and Lesson LearnedApache Kafka from 0.7 to 1.0, History and Lesson Learned
Apache Kafka from 0.7 to 1.0, History and Lesson Learned
 
(Draft) Kubernetes - A Comprehensive Overview
(Draft) Kubernetes - A Comprehensive Overview(Draft) Kubernetes - A Comprehensive Overview
(Draft) Kubernetes - A Comprehensive Overview
 
How is Kafka so Fast?
How is Kafka so Fast?How is Kafka so Fast?
How is Kafka so Fast?
 
Docker, Containers and the Future of Application Delivery
Docker, Containers and the Future of Application DeliveryDocker, Containers and the Future of Application Delivery
Docker, Containers and the Future of Application Delivery
 
Kafka replication apachecon_2013
Kafka replication apachecon_2013Kafka replication apachecon_2013
Kafka replication apachecon_2013
 
Handle Large Messages In Apache Kafka
Handle Large Messages In Apache KafkaHandle Large Messages In Apache Kafka
Handle Large Messages In Apache Kafka
 
RabbitMQ
RabbitMQRabbitMQ
RabbitMQ
 
Choose the Right Container Storage for Kubernetes
Choose the Right Container Storage for KubernetesChoose the Right Container Storage for Kubernetes
Choose the Right Container Storage for Kubernetes
 

Similar to NATS - A new nervous system for distributed cloud platforms

Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)Brian Brazil
 
Django production
Django productionDjango production
Django productionpythonsd
 
Scaling a High Traffic Web Application: Our Journey from Java to PHP
Scaling a High Traffic Web Application: Our Journey from Java to PHPScaling a High Traffic Web Application: Our Journey from Java to PHP
Scaling a High Traffic Web Application: Our Journey from Java to PHP120bi
 
Scaling High Traffic Web Applications
Scaling High Traffic Web ApplicationsScaling High Traffic Web Applications
Scaling High Traffic Web ApplicationsAchievers Tech
 
Case Study: Realtime Analytics with Druid
Case Study: Realtime Analytics with DruidCase Study: Realtime Analytics with Druid
Case Study: Realtime Analytics with DruidSalil Kalia
 
Supersize me: Making Drupal go large
Supersize me: Making Drupal go largeSupersize me: Making Drupal go large
Supersize me: Making Drupal go largeTom Phethean
 
(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects
(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects
(SPOT205) 5 Lessons for Managing Massive IT Transformation ProjectsAmazon Web Services
 
Breaking the oracle tie
Breaking the oracle tieBreaking the oracle tie
Breaking the oracle tieagiamas
 
Webinar: Modern Techniques for Better Search Relevance with Fusion
Webinar: Modern Techniques for Better Search Relevance with FusionWebinar: Modern Techniques for Better Search Relevance with Fusion
Webinar: Modern Techniques for Better Search Relevance with FusionLucidworks
 
Trending with Purpose
Trending with PurposeTrending with Purpose
Trending with PurposeJason Dixon
 
Dev secops opsec, devsec, devops ?
Dev secops opsec, devsec, devops ?Dev secops opsec, devsec, devops ?
Dev secops opsec, devsec, devops ?Kris Buytaert
 
Big Data at a Gaming Company: Spil Games
Big Data at a Gaming Company: Spil GamesBig Data at a Gaming Company: Spil Games
Big Data at a Gaming Company: Spil GamesRob Winters
 
Know thy cost (or where performance problems lurk)
Know thy cost (or where performance problems lurk)Know thy cost (or where performance problems lurk)
Know thy cost (or where performance problems lurk)Oren Eini
 
Make Life Suck Less (Building Scalable Systems)
Make Life Suck Less (Building Scalable Systems)Make Life Suck Less (Building Scalable Systems)
Make Life Suck Less (Building Scalable Systems)guest0f8e278
 
5 Things that Make Hadoop a Game Changer
5 Things that Make Hadoop a Game Changer5 Things that Make Hadoop a Game Changer
5 Things that Make Hadoop a Game ChangerCaserta
 
Storage Systems For Scalable systems
Storage Systems For Scalable systemsStorage Systems For Scalable systems
Storage Systems For Scalable systemselliando dias
 
Devops, The future is here, it's just not evenly distributed
Devops, The future is here, it's just not evenly distributedDevops, The future is here, it's just not evenly distributed
Devops, The future is here, it's just not evenly distributedKris Buytaert
 
Blazing Data With Redis (and LEGOS!)
Blazing Data With Redis (and LEGOS!)Blazing Data With Redis (and LEGOS!)
Blazing Data With Redis (and LEGOS!)Justin Carmony
 
Paytm labs soyouwanttodatascience
Paytm labs soyouwanttodatasciencePaytm labs soyouwanttodatascience
Paytm labs soyouwanttodatascienceAdam Muise
 
MongoSF 2012: MongoDB Deployment Preparedness
MongoSF 2012: MongoDB Deployment PreparednessMongoSF 2012: MongoDB Deployment Preparedness
MongoSF 2012: MongoDB Deployment PreparednessMongoDB
 

Similar to NATS - A new nervous system for distributed cloud platforms (20)

Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)
 
Django production
Django productionDjango production
Django production
 
Scaling a High Traffic Web Application: Our Journey from Java to PHP
Scaling a High Traffic Web Application: Our Journey from Java to PHPScaling a High Traffic Web Application: Our Journey from Java to PHP
Scaling a High Traffic Web Application: Our Journey from Java to PHP
 
Scaling High Traffic Web Applications
Scaling High Traffic Web ApplicationsScaling High Traffic Web Applications
Scaling High Traffic Web Applications
 
Case Study: Realtime Analytics with Druid
Case Study: Realtime Analytics with DruidCase Study: Realtime Analytics with Druid
Case Study: Realtime Analytics with Druid
 
Supersize me: Making Drupal go large
Supersize me: Making Drupal go largeSupersize me: Making Drupal go large
Supersize me: Making Drupal go large
 
(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects
(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects
(SPOT205) 5 Lessons for Managing Massive IT Transformation Projects
 
Breaking the oracle tie
Breaking the oracle tieBreaking the oracle tie
Breaking the oracle tie
 
Webinar: Modern Techniques for Better Search Relevance with Fusion
Webinar: Modern Techniques for Better Search Relevance with FusionWebinar: Modern Techniques for Better Search Relevance with Fusion
Webinar: Modern Techniques for Better Search Relevance with Fusion
 
Trending with Purpose
Trending with PurposeTrending with Purpose
Trending with Purpose
 
Dev secops opsec, devsec, devops ?
Dev secops opsec, devsec, devops ?Dev secops opsec, devsec, devops ?
Dev secops opsec, devsec, devops ?
 
Big Data at a Gaming Company: Spil Games
Big Data at a Gaming Company: Spil GamesBig Data at a Gaming Company: Spil Games
Big Data at a Gaming Company: Spil Games
 
Know thy cost (or where performance problems lurk)
Know thy cost (or where performance problems lurk)Know thy cost (or where performance problems lurk)
Know thy cost (or where performance problems lurk)
 
Make Life Suck Less (Building Scalable Systems)
Make Life Suck Less (Building Scalable Systems)Make Life Suck Less (Building Scalable Systems)
Make Life Suck Less (Building Scalable Systems)
 
5 Things that Make Hadoop a Game Changer
5 Things that Make Hadoop a Game Changer5 Things that Make Hadoop a Game Changer
5 Things that Make Hadoop a Game Changer
 
Storage Systems For Scalable systems
Storage Systems For Scalable systemsStorage Systems For Scalable systems
Storage Systems For Scalable systems
 
Devops, The future is here, it's just not evenly distributed
Devops, The future is here, it's just not evenly distributedDevops, The future is here, it's just not evenly distributed
Devops, The future is here, it's just not evenly distributed
 
Blazing Data With Redis (and LEGOS!)
Blazing Data With Redis (and LEGOS!)Blazing Data With Redis (and LEGOS!)
Blazing Data With Redis (and LEGOS!)
 
Paytm labs soyouwanttodatascience
Paytm labs soyouwanttodatasciencePaytm labs soyouwanttodatascience
Paytm labs soyouwanttodatascience
 
MongoSF 2012: MongoDB Deployment Preparedness
MongoSF 2012: MongoDB Deployment PreparednessMongoSF 2012: MongoDB Deployment Preparedness
MongoSF 2012: MongoDB Deployment Preparedness
 

More from Derek Collison

GoSF Summerfest - Why Go at Apcera
GoSF Summerfest - Why Go at ApceraGoSF Summerfest - Why Go at Apcera
GoSF Summerfest - Why Go at ApceraDerek Collison
 
What's beyond Virtualization - The Future of Cloud Platforms
What's beyond Virtualization - The Future of Cloud PlatformsWhat's beyond Virtualization - The Future of Cloud Platforms
What's beyond Virtualization - The Future of Cloud PlatformsDerek Collison
 
Apcera Case Study: The selection of the Go language
Apcera Case Study: The selection of the Go languageApcera Case Study: The selection of the Go language
Apcera Case Study: The selection of the Go languageDerek Collison
 
Distributed Design and Architecture of Cloud Foundry
Distributed Design and Architecture of Cloud FoundryDistributed Design and Architecture of Cloud Foundry
Distributed Design and Architecture of Cloud FoundryDerek Collison
 
Cloud Foundry: Inside the Machine
Cloud Foundry: Inside the MachineCloud Foundry: Inside the Machine
Cloud Foundry: Inside the MachineDerek Collison
 
Ruby conf2010 OpenPaaS
Ruby conf2010 OpenPaaSRuby conf2010 OpenPaaS
Ruby conf2010 OpenPaaSDerek Collison
 

More from Derek Collison (8)

GoSF Summerfest - Why Go at Apcera
GoSF Summerfest - Why Go at ApceraGoSF Summerfest - Why Go at Apcera
GoSF Summerfest - Why Go at Apcera
 
What's beyond Virtualization - The Future of Cloud Platforms
What's beyond Virtualization - The Future of Cloud PlatformsWhat's beyond Virtualization - The Future of Cloud Platforms
What's beyond Virtualization - The Future of Cloud Platforms
 
Apcera Case Study: The selection of the Go language
Apcera Case Study: The selection of the Go languageApcera Case Study: The selection of the Go language
Apcera Case Study: The selection of the Go language
 
Distributed Design and Architecture of Cloud Foundry
Distributed Design and Architecture of Cloud FoundryDistributed Design and Architecture of Cloud Foundry
Distributed Design and Architecture of Cloud Foundry
 
Cloud Foundry: Inside the Machine
Cloud Foundry: Inside the MachineCloud Foundry: Inside the Machine
Cloud Foundry: Inside the Machine
 
RubyWorld 2011
RubyWorld 2011RubyWorld 2011
RubyWorld 2011
 
OSCON 2011
OSCON 2011OSCON 2011
OSCON 2011
 
Ruby conf2010 OpenPaaS
Ruby conf2010 OpenPaaSRuby conf2010 OpenPaaS
Ruby conf2010 OpenPaaS
 

Recently uploaded

[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Hiroshi SHIBATA
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
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
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfIngrid Airi González
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observabilityitnewsafrica
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Nikki Chapple
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationKnoldus Inc.
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Kaya Weers
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfNeo4j
 
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS:  6 Ways to Automate Your Data IntegrationBridging Between CAD & GIS:  6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integrationmarketing932765
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...itnewsafrica
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesBernd Ruecker
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch TuesdayIvanti
 

Recently uploaded (20)

[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
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
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdf
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
 
Data governance with Unity Catalog Presentation
Data governance with Unity Catalog PresentationData governance with Unity Catalog Presentation
Data governance with Unity Catalog Presentation
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdf
 
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS:  6 Ways to Automate Your Data IntegrationBridging Between CAD & GIS:  6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architectures
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch Tuesday
 

NATS - A new nervous system for distributed cloud platforms