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Docker & aPaaS: Enterprise Innovation 
and Trends for 2015 
Samir Adams Ghosh, CEO 
Anurag Parashar, Technical Architect 
WaveMaker, Inc.
Presenters 
2 
Technical Architect 
Samir Ghosh 
CEO 
Anurag Parashar 
WaveMaker, Inc. 
• Headquartered in Mountain View, CA 
• Enterprise Software Platform for Custom App Delivery
Enterprises Facing Increasing Challenges 
• Global Competition 
• Scarce, Expensive Resources 
• Complex Supply Chains 
• Social-media Empowered Customers 
• Demanding Consumerized Employees 
• Disruptive Business Models 
• Governance and Compliance
Successful Enterprises 
Enable 
Agility 
Democratize 
Decision Making 
Foster 
Innovation 
IBM CIO Study – Successful Companies… 
• Build a workplace strategy and 
roadmap that drives innovation and 
productivity 
• Enable secure anytime, anywhere 
access instead of restricting usage
Custom Applications are Key Enablers 
Making information 
more broadly available 
Capturing and refining competitive 
and innovative processes 
Gather input and interaction 
from broader constituents 
Improved accessibility = 
faster decision making 
Automation for 
consistency and speed 
Improved customer service
Competitive advantage: Get the top-tier right 
6 
High Volume of Change. Experimentation. 
Systems of 
Innovation 
Incremental Change 
Systems of 
Differentiation 
Data. Low change apps. 
Systems of 
Record 
”Pace Layering” - Gartner
Why new Applications are 
important? 
7 
Software Is Eating the World 
Mark Andreesen, August 2011* 
All New Business Strategy is powered by New Software 
*Read more at http://online.wsj.com/news/articles/SB10001424053111903480904576512250915629460
But there is a problem… 
8
Enterprise App Gaps 
Build Run 
Business 
Pro 
Developer 
IT Ops 
9 
Long-tail app / Shadow IT problem 
Pro dev doesn’t want Self-service vs. Control/Legacy 
lock-in to RAD tools
Trends in Enterprise App Delivery 
Development 
Integration 
Deployment 
10 
Rapid API Application 
Development (RAAD) 
App Optimized Cloud 
(Docker containers) 
Microservices 
Architecture
Trends in Enterprise App Delivery 
Development 
Integration 
Deployment 
11 
Rapid API Application 
Development (RAAD) 
App Optimized Cloud 
(Docker containers) 
Microservices 
Architecture
Rapid Developers 
Business Expert Pro Developer 
• Non-programmer 
• Needs app quickly 
• Cannot wait for IT 
• Time constrained 
• Limited front end experience 
• Needs to extend
Modern RAAD 
Visual 
Development 
•WYSIWYG, Drag & 
Drop, Live Data 
Standards Based 
Code 
• AngularJS, Java/JEE, 
Spring, Hibernate 
Auto Device 
Responsiveness 
Easy Services 
Consumption 
Re-usable 
Components 
Avoid Vendor Lock-in 
•Open Source, Support 
Extendable and 
Maintainable 
• Eclipse, Maven 
Data Visualization 
SaaS & Desktop 
• Evaluate using data 
behind firewall 
Social Team 
Development 
•Multi-dev, feeds, follow 
Version Control 
• Git, BitBucket, Apache 
SVN 
1-Click Deployment
Poll 
How should business users create custom apps for their 
needs? 
• They shouldn’t 
• Let them choose the tools of their choice 
• Provide company approved tool(s) 
14
Trends in Enterprise App Delivery 
Development 
Integration 
Deployment 
15 
Rapid API Application 
Development (RAAD) 
App Optimized Cloud 
(Docker containers) 
Microservices 
Architecture
APIs are becoming Ubiquitous 
16 
11,927 APIs 
Sept 2014
API Success 
17
Poll 
How easy is it to leverage APIs within your organization 
(or, if you’re a vendor, in the average enterprises you 
work with)? 
• Impossible 
• Difficult even for the Pros 
• Fine if you’re a Professional Developer 
• Possible for even non-Professional Developers 
• Super easy 
18
Trends in Enterprise App Delivery 
Development 
Integration 
Deployment 
19 
Rapid API Application 
Development (RAAD) 
App Optimized Cloud 
(Docker containers) 
Microservices 
Architecture
Challenges 
Implementing Docker 
for enterprise 
application delivery
Problem – A lot of scripts 
http://blog.docker.com/2013/08/paas-present-and-future/
Problem – A lot of scripts 
• Combination of technologies (Java, Node, Ruby …), 
– Layers (DB, Web app, LB …), 
– Targets (dev machine, staging, production …) 
– Platforms (linux, windows, cloud …) 
• What?! Microsoft will also support Docker? 
• Consistent delivery is challenging, 
– Even with best devops tools: Puppet, Chef, Ansible ...
Ideal solution = run 
exactly the same 
image everywhere
VM vs Container. 
• Containers are “orders of magnitude better” than virtual 
machines. 
• Shared OS 
• “Multi-tenancy 
at OS level” 
• Building VMs 
take mins to hrs 
• Launching VMs 
takes minutes vs 
sub-seconds for 
container. 
24 
Phil Wainewright, Diginomica 2-Jul-2014
Virtualization Approaches Compared. 
Hypervisor Vs. Container 
25 
More Juice 
Same Glass 
Hypervisor-based VM Docker on bare metal 
Multiple-OS-layers
Virtualization Approaches Compared. 
Application density 
26 
Reserve Capacity 
App#1 
App Stack 
Reserve space could 
hold other apps 
App#2 
App could grow using 
available capacity 
App#1 
Shared App Stack 
Hypervisor-based VM Docker on bare metal
What is Container? 
• Not a new concept 
– Solaris Zones 
– BSD Jails 
– Warden containers for CloudFoundry 
– LXC 
• Isolated OS process with its own process space, 
network interface, user space 
• Share kernel with host
What is Container? 
• Isolation with namespaces for 
– pid, mnt, net, uts , ipc, user 
• Control with cgroups for 
– memory, cpu, blkio, devices
Why Docker? 
• Commoditize containers 
– Usable tools and APIs 
• Copy-on-write and layers for quick provisioning 
• Create and share the images 
• Standard format for container 
• Reproducible images with DockerFile
Use Case 
Dockerfile 
Source 
Code 
Repository 
Docker Engine 
Docker 
Registry 
Build 
Docker 
Host 2 OS (Linux) 
Container A 
Container B 
Container C 
Container A 
Push 
Search 
Pull 
Run 
Host 1 OS (Linux)
What does Docker provide? 
• Compose application stack with Docker file 
• Ability to run more than one Docker container on VM 
• Lightweight and provision new containers in seconds 
• Portable and can be run on any hardware 
• Complete isolation for app and its stack 
• Keep the application footprint on the disk minimal 
– By separating out read-only O/S & software stack directories 
from writeable app-specific directories 
• Docker Registry public / private (portability) 
31
Is Docker a cloud platform? 
32 
No, Docker only provides necessary tooling to 
build your own private cloud 
It is up-to the Enterprise or the Platform Vendor 
to get the solution right for the IT and Developer 
needs, bridging that gap.
What does it take to 
use Docker to build 
your cloud platform?
Orchestration – Why? 
• Micro Services and integration 
– Easy upgrades and fine grained control 
• Optimized Utilization 
• Fault Tolerance 
• Scalability
Optimized Utilization 
35 
Hibernate container, 
freeing the resources 
utilized 
App #3 App #3 
App #2 
App #1 
Stack v1.0 
App #4 
App #1 
Stack v1.0 
Activate new app 
container from 
saved app data 
1 
Passivate app 
2 
contents to disk for 
later activation 
3
Fault Tolerance 
36 
App #3 
App #2 
App #1 
Stack v1.0 
App #3 
App #4 
App #1 
Stack v1.0 
App #4 
App #2 
App #1 
Stack v1.0 
Should be resilient to app & 
stack failures, as well as VM 
or hardware problems
Horizontal Scaling & Replication 
37 
App #2 
App #1 
Stack v1.0 
App #2 
App #1 
Stack v1.0 
Load balance app requests across 
containers
Orchestration tools 
• CoreOS/Fleet 
• Kubernetes from Google 
• Apache Mesos / Marathon 
• Consul from Hashicorp 
• Geard from Redhat 
• Helios 
• Centurian 
• Fig 
• Shipper 
• … 
Docker libswarm 
- Standardized APIs for Docker 
Orchestration (and more) 
- Adaptors for actual 
implementations 
- Far from finalized
Orchestration - Bootstrapping 
Docker 
• Setting up and managing Docker 
– Boot2docker for developer machine 
– Evolving lightweight OS like CoreOS provides Docker by 
default. Can be initialized with PXE boot. 
– On other infrastructure like public clouds, OpenStack, 
VMWare or a single VM setup using Vagrant/Virtual Box 
• Separate set of instructions. 
– “docker hosts” command proposal 
• https://github.com/docker/docker/issues/8681 
• Plugins/adaptors for different providers
Orchestration - Communication 
• Create and manage a multi container service 
– Docker acquired Fig, plans to include it in Docker product. But multi-host support still evolving. 
• Inter container communication 
– Docker provides port mapping for configuring container port to the external port on the 
machine/VM (-P or –p options) 
– Docker also has container linking for local containers (link based on container name and 
environment properties). Static links as of now. 
– Ambassador pattern for solving static nature of links and providing fault tolerance. 
– Missing multi host inter container communication with docker container linking. 
– Docker Networking Proposals 
• https://github.com/docker/docker/issues/8951 - Multi host networking 
• https://github.com/docker/docker/issues/8952 - Network Drivers 
• https://github.com/docker/docker/issues/7468 - Dynamic links 
• https://github.com/docker/docker/issues/7467 - Upgrade network model 
• Enable communication among containers running on different machines. 
– Link containers using Open vSwitch.
Orchestration - Cluster Management 
• Scheduled containers on a bunch of distributed 
resources 
– Constraints (MySQL master and slave not running on the 
same node) 
– Scaling resources 
• Distributed configuration management 
• Service Discovery 
• Distributed init system 
• Logging / Monitoring / Alerting
Orchestration -Schedule containers 
• Optimized container placement Enterprise have different needs 
– Heterogeneous workloads 
– Limit h/w resources 
• Constraints (e.g. MySQL master / slave containers should not 
run on same host) 
• Docker Clustering Proposal 
https://github.com/aluzzardi/docker/blob/clustering-proposal/ 
docs/sources/userguide/cluster.md 
• Relevant products 
– CoreOS Fleet 
– Kubernetes 
– Mesos (can write custom scheduler)
Orchestration - Distributed 
configuration management 
Consistent configuration across cluster, distributed 
locking and consensus. 
• Master Election 
– RAFT / Paxos 
• Relevant products 
– etcd 
– Consul 
– Zookeeper
Orchestration - Service Discovery 
• Env variables 
– static 
• Mounted configuration 
– still need to reload files 
• DNS 
– how will restart with new IP work? 
• Ambassador Pattern 
– Still using env variables, but more dynamic and a proxy container can be restarted. 
• Other products 
– etcd (CoreOS and Kubernetes use this) 
– Consul 
– HAProxy(Marathon) 
– confd (watcher for etcd, env variable, consul) 
• Service Events
Orchestration - Cluster Service 
Manager 
• For fault tolerance and scalability 
• Like systemd for cluster 
• Relevant products 
– Fleet for CoreOS 
– Marathon for Mesos 
– Kubernetes
46 
Managing and migrating data volumes 
Container 
Platform Stack 
Host VM 
App Data resides 
in an attached 
device/volume 
Volume Layer 
Container 
Platform Stack 
Host VM 
Move & swap 
containers 
1. Portable containers enable seamless Application Stack upgrades 
separating Application data from Stack & libraries 
2. Containers restored quickly in the event of Host VM failures 
3. Allows replication of Containers for scalability 
Failed VM & 
Container
Recovery and Backup 
• File systems which makes snapshotting easier 
– AUFS file based snapshots 
– BTRFS other block snapshotting file systems 
– OverlayFS 
• Still need to create integration for backup 
infrastructure and recovery semantics
48 
Recovery and Backup 
App #3 App #3 
App #2 
App #1 
Stack v1.0 
App #2 
App #1 
Stack v1.0 
Keep data transfers for 
snapshots minimal and 
hence a faster 
recovery time 
Incremental 
snapshots at time 
intervals 
1 
2 
OverlayFS/AUFS/BTRFS 
provides support for 
incremental snapshots
Upgrades 
• Support for rolling upgrades for 0-downtime upgrades 
in redundant distributed deployments
Application Stack Upgrades 
50 
Create a container with new 
version of application stack 
App #2 
App #1 
Stack v1.0 
App #2 
App #1 
Stack v2.0
Application versions & migration 
51 
App #1 version2 
App #1 
Stack v1.0 
Swap out older version 
after successful migration 
Use same stack for 
guaranteed stability
Logging / Monitoring / Alerting 
• cAdvisor for Kubernetes 
• libswarm (API for aggregation)
Application Stack creation and 
management 
• Address complexity of creation of application stack 
– Developers need not be aware of docker image creation and 
management 
– Multi-image orchestrated application stacks need to be 
made reusable. 
– Panamax enabling application templates sharing through a 
central repository. 
• Better abstraction is needed for fine tuning existing 
stacks.
Security 
• Implementation needs to ensure end to end security. 
• Not giving host root access to containers. 
• Docker support 
– SELinux 
– AppArmor 
– Seccomp 
• Application Isolation, disable inter container 
communication. 
• Multi-tenancy
Docker Related 
Infrastructure 
Technologies
Mesos 
• Popular open source cluster manager from apache 
• Enables building resource-efficient distributed systems 
• Efficient dynamic resource isolation and sharing across 
multiple distributed applications e.g. Hadoop, Spark, 
Memcache 
• Production Tested Application Scaling to 10,000+ 
nodes
Mesos 
http://mesos.apache.org/documentation/latest/mesos-architecture/
Mesos 
Data Center or cloud 
With Mesos and related technologies 
• Apache Mesos 
• Apache ZooKeeper 
• Mesosphere Marathon 
• Chronos 
• HAProxy
Kubernetes 
Builds upon Google’s more than decade experience with 
GAE 
• Manages containers across multiple hosts 
• Provides mechanisms for deployment, maintenance 
and scaling application 
• Multi-cloud support 
• Pluggable architecture 
• Self-healing – auto restart, auto-placement, auto-replication
Kubernetes 
https://github.com/GoogleCloudPlatform/kubernetes/blob/master/DESIGN.md
CoreOS 
• CoreOS Linux 
– Minimum Linux OS 
– Automatic clustering 
– Automatic updates for security 
61 
• fleet 
– cluster-level init system 
– etcd + systemd 
https://coreos.com/using-coreos/clustering/
Service Discovery with etcd 
• etcd provides a service registry for 
containers 
• Service metadata can be looked up 
from etcd 
• etcd cluster allows for service 
lookup across a cluster of machines 
• Services can listen on dependent 
service lifecycle events, e.g.: Start, 
stop, update etc. 
62 
https://coreos.com/using-coreos/
Flocker 
• Flocker is a data volume manager 
• Flocker can run multiple containers on multiple nodes. 
• Connect to any node on a Flocker cluster and traffic is 
routed to the node hosting the appropriate container 
(based on port). 
• Flocker - Application State 
– Flocker manages ZFS filesystem as Docker volumes. It attaches 
them to your containers. 
– Flocker provides tools for copying those volumes between nodes. 
– If an application container is moved from one node to another, 
Flocker automatically moves the volume with it.
Flocker 
https://docs.clusterhq.com/en/latest/introduction.html
Technology Landscape - Summary 
• Address evolving problems 
• Fast moving technology space 
• No standardization 
PaaS can provide abstraction to handle this change
Docker is not a ready-made solution 
For Enterprise IT or DevOps to manage their application 
infrastructure using Docker, they need to understand a 
complex set of things: 
– Linux images 
– Read-Write & Layered file systems 
– Disk snapshots and other recovery mechanisms 
– Managing firewall and port bridges 
– Network configuration for containers 
– Setting up monitoring 
– Managing software stacks & their configurations 
– Automating deployment processes 
66
A good Docker PaaS should simplify 
above complexities, e.g. 
Simplified Docker Container Management 
• Console on top of Docker 
• Provision and Manage Containers and App Stacks within Containers 
Effective Scheduling and Resource Utilization 
• Automatic Container Passivation, Hibernation, and Activation 
Comprehensive Monitoring 
• Container, Application, Deployment, Instance, Usage 
Role-based Access Control 
• For container management operations 
Data and Incremental Snapshots 
• Efficient backup support & faster recovery 
… 
67
Poll 
How likely are you to explore Docker and/or Docker-architected 
PaaS solutions? 
• Neither 
• Docker yes, but probably don’t need Docker PaaS 
• Docker PaaS, yes. 
68
Our Findings 
• WaveMaker RAAD Studio: millions of downloads 
• In Beta, we hosted thousands of custom Java apps 
across 90+ countries via our Docker PaaS on AWS. 
• We found: 
– 30x greater VM density 
– 50-100x performance (e.g., 2 sec vs. 5 min app start in VM) 
• E.g., Enables hibernation 
– Literally, 80% cost savings! 
69
Summary 
• Custom apps are key to enabling agility and 
innovation in the enterprise. 
• Platform should leverage RAD + Microservices + 
Docker. 
• Docker is ideal for optimizing custom app workloads. 
• A well-architected Docker management platform is 
needed to manage complexity and extract value out of 
Docker. 
70
Q&A 
Docker aPaaS trial: 
WaveMakerOnline.com Thank 
You 
Contact us: info@wavemaker.com 
WaveMaker.com

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Docker & aPaaS: Enterprise Innovation and Trends for 2015

  • 1. Docker & aPaaS: Enterprise Innovation and Trends for 2015 Samir Adams Ghosh, CEO Anurag Parashar, Technical Architect WaveMaker, Inc.
  • 2. Presenters 2 Technical Architect Samir Ghosh CEO Anurag Parashar WaveMaker, Inc. • Headquartered in Mountain View, CA • Enterprise Software Platform for Custom App Delivery
  • 3. Enterprises Facing Increasing Challenges • Global Competition • Scarce, Expensive Resources • Complex Supply Chains • Social-media Empowered Customers • Demanding Consumerized Employees • Disruptive Business Models • Governance and Compliance
  • 4. Successful Enterprises Enable Agility Democratize Decision Making Foster Innovation IBM CIO Study – Successful Companies… • Build a workplace strategy and roadmap that drives innovation and productivity • Enable secure anytime, anywhere access instead of restricting usage
  • 5. Custom Applications are Key Enablers Making information more broadly available Capturing and refining competitive and innovative processes Gather input and interaction from broader constituents Improved accessibility = faster decision making Automation for consistency and speed Improved customer service
  • 6. Competitive advantage: Get the top-tier right 6 High Volume of Change. Experimentation. Systems of Innovation Incremental Change Systems of Differentiation Data. Low change apps. Systems of Record ”Pace Layering” - Gartner
  • 7. Why new Applications are important? 7 Software Is Eating the World Mark Andreesen, August 2011* All New Business Strategy is powered by New Software *Read more at http://online.wsj.com/news/articles/SB10001424053111903480904576512250915629460
  • 8. But there is a problem… 8
  • 9. Enterprise App Gaps Build Run Business Pro Developer IT Ops 9 Long-tail app / Shadow IT problem Pro dev doesn’t want Self-service vs. Control/Legacy lock-in to RAD tools
  • 10. Trends in Enterprise App Delivery Development Integration Deployment 10 Rapid API Application Development (RAAD) App Optimized Cloud (Docker containers) Microservices Architecture
  • 11. Trends in Enterprise App Delivery Development Integration Deployment 11 Rapid API Application Development (RAAD) App Optimized Cloud (Docker containers) Microservices Architecture
  • 12. Rapid Developers Business Expert Pro Developer • Non-programmer • Needs app quickly • Cannot wait for IT • Time constrained • Limited front end experience • Needs to extend
  • 13. Modern RAAD Visual Development •WYSIWYG, Drag & Drop, Live Data Standards Based Code • AngularJS, Java/JEE, Spring, Hibernate Auto Device Responsiveness Easy Services Consumption Re-usable Components Avoid Vendor Lock-in •Open Source, Support Extendable and Maintainable • Eclipse, Maven Data Visualization SaaS & Desktop • Evaluate using data behind firewall Social Team Development •Multi-dev, feeds, follow Version Control • Git, BitBucket, Apache SVN 1-Click Deployment
  • 14. Poll How should business users create custom apps for their needs? • They shouldn’t • Let them choose the tools of their choice • Provide company approved tool(s) 14
  • 15. Trends in Enterprise App Delivery Development Integration Deployment 15 Rapid API Application Development (RAAD) App Optimized Cloud (Docker containers) Microservices Architecture
  • 16. APIs are becoming Ubiquitous 16 11,927 APIs Sept 2014
  • 18. Poll How easy is it to leverage APIs within your organization (or, if you’re a vendor, in the average enterprises you work with)? • Impossible • Difficult even for the Pros • Fine if you’re a Professional Developer • Possible for even non-Professional Developers • Super easy 18
  • 19. Trends in Enterprise App Delivery Development Integration Deployment 19 Rapid API Application Development (RAAD) App Optimized Cloud (Docker containers) Microservices Architecture
  • 20. Challenges Implementing Docker for enterprise application delivery
  • 21. Problem – A lot of scripts http://blog.docker.com/2013/08/paas-present-and-future/
  • 22. Problem – A lot of scripts • Combination of technologies (Java, Node, Ruby …), – Layers (DB, Web app, LB …), – Targets (dev machine, staging, production …) – Platforms (linux, windows, cloud …) • What?! Microsoft will also support Docker? • Consistent delivery is challenging, – Even with best devops tools: Puppet, Chef, Ansible ...
  • 23. Ideal solution = run exactly the same image everywhere
  • 24. VM vs Container. • Containers are “orders of magnitude better” than virtual machines. • Shared OS • “Multi-tenancy at OS level” • Building VMs take mins to hrs • Launching VMs takes minutes vs sub-seconds for container. 24 Phil Wainewright, Diginomica 2-Jul-2014
  • 25. Virtualization Approaches Compared. Hypervisor Vs. Container 25 More Juice Same Glass Hypervisor-based VM Docker on bare metal Multiple-OS-layers
  • 26. Virtualization Approaches Compared. Application density 26 Reserve Capacity App#1 App Stack Reserve space could hold other apps App#2 App could grow using available capacity App#1 Shared App Stack Hypervisor-based VM Docker on bare metal
  • 27. What is Container? • Not a new concept – Solaris Zones – BSD Jails – Warden containers for CloudFoundry – LXC • Isolated OS process with its own process space, network interface, user space • Share kernel with host
  • 28. What is Container? • Isolation with namespaces for – pid, mnt, net, uts , ipc, user • Control with cgroups for – memory, cpu, blkio, devices
  • 29. Why Docker? • Commoditize containers – Usable tools and APIs • Copy-on-write and layers for quick provisioning • Create and share the images • Standard format for container • Reproducible images with DockerFile
  • 30. Use Case Dockerfile Source Code Repository Docker Engine Docker Registry Build Docker Host 2 OS (Linux) Container A Container B Container C Container A Push Search Pull Run Host 1 OS (Linux)
  • 31. What does Docker provide? • Compose application stack with Docker file • Ability to run more than one Docker container on VM • Lightweight and provision new containers in seconds • Portable and can be run on any hardware • Complete isolation for app and its stack • Keep the application footprint on the disk minimal – By separating out read-only O/S & software stack directories from writeable app-specific directories • Docker Registry public / private (portability) 31
  • 32. Is Docker a cloud platform? 32 No, Docker only provides necessary tooling to build your own private cloud It is up-to the Enterprise or the Platform Vendor to get the solution right for the IT and Developer needs, bridging that gap.
  • 33. What does it take to use Docker to build your cloud platform?
  • 34. Orchestration – Why? • Micro Services and integration – Easy upgrades and fine grained control • Optimized Utilization • Fault Tolerance • Scalability
  • 35. Optimized Utilization 35 Hibernate container, freeing the resources utilized App #3 App #3 App #2 App #1 Stack v1.0 App #4 App #1 Stack v1.0 Activate new app container from saved app data 1 Passivate app 2 contents to disk for later activation 3
  • 36. Fault Tolerance 36 App #3 App #2 App #1 Stack v1.0 App #3 App #4 App #1 Stack v1.0 App #4 App #2 App #1 Stack v1.0 Should be resilient to app & stack failures, as well as VM or hardware problems
  • 37. Horizontal Scaling & Replication 37 App #2 App #1 Stack v1.0 App #2 App #1 Stack v1.0 Load balance app requests across containers
  • 38. Orchestration tools • CoreOS/Fleet • Kubernetes from Google • Apache Mesos / Marathon • Consul from Hashicorp • Geard from Redhat • Helios • Centurian • Fig • Shipper • … Docker libswarm - Standardized APIs for Docker Orchestration (and more) - Adaptors for actual implementations - Far from finalized
  • 39. Orchestration - Bootstrapping Docker • Setting up and managing Docker – Boot2docker for developer machine – Evolving lightweight OS like CoreOS provides Docker by default. Can be initialized with PXE boot. – On other infrastructure like public clouds, OpenStack, VMWare or a single VM setup using Vagrant/Virtual Box • Separate set of instructions. – “docker hosts” command proposal • https://github.com/docker/docker/issues/8681 • Plugins/adaptors for different providers
  • 40. Orchestration - Communication • Create and manage a multi container service – Docker acquired Fig, plans to include it in Docker product. But multi-host support still evolving. • Inter container communication – Docker provides port mapping for configuring container port to the external port on the machine/VM (-P or –p options) – Docker also has container linking for local containers (link based on container name and environment properties). Static links as of now. – Ambassador pattern for solving static nature of links and providing fault tolerance. – Missing multi host inter container communication with docker container linking. – Docker Networking Proposals • https://github.com/docker/docker/issues/8951 - Multi host networking • https://github.com/docker/docker/issues/8952 - Network Drivers • https://github.com/docker/docker/issues/7468 - Dynamic links • https://github.com/docker/docker/issues/7467 - Upgrade network model • Enable communication among containers running on different machines. – Link containers using Open vSwitch.
  • 41. Orchestration - Cluster Management • Scheduled containers on a bunch of distributed resources – Constraints (MySQL master and slave not running on the same node) – Scaling resources • Distributed configuration management • Service Discovery • Distributed init system • Logging / Monitoring / Alerting
  • 42. Orchestration -Schedule containers • Optimized container placement Enterprise have different needs – Heterogeneous workloads – Limit h/w resources • Constraints (e.g. MySQL master / slave containers should not run on same host) • Docker Clustering Proposal https://github.com/aluzzardi/docker/blob/clustering-proposal/ docs/sources/userguide/cluster.md • Relevant products – CoreOS Fleet – Kubernetes – Mesos (can write custom scheduler)
  • 43. Orchestration - Distributed configuration management Consistent configuration across cluster, distributed locking and consensus. • Master Election – RAFT / Paxos • Relevant products – etcd – Consul – Zookeeper
  • 44. Orchestration - Service Discovery • Env variables – static • Mounted configuration – still need to reload files • DNS – how will restart with new IP work? • Ambassador Pattern – Still using env variables, but more dynamic and a proxy container can be restarted. • Other products – etcd (CoreOS and Kubernetes use this) – Consul – HAProxy(Marathon) – confd (watcher for etcd, env variable, consul) • Service Events
  • 45. Orchestration - Cluster Service Manager • For fault tolerance and scalability • Like systemd for cluster • Relevant products – Fleet for CoreOS – Marathon for Mesos – Kubernetes
  • 46. 46 Managing and migrating data volumes Container Platform Stack Host VM App Data resides in an attached device/volume Volume Layer Container Platform Stack Host VM Move & swap containers 1. Portable containers enable seamless Application Stack upgrades separating Application data from Stack & libraries 2. Containers restored quickly in the event of Host VM failures 3. Allows replication of Containers for scalability Failed VM & Container
  • 47. Recovery and Backup • File systems which makes snapshotting easier – AUFS file based snapshots – BTRFS other block snapshotting file systems – OverlayFS • Still need to create integration for backup infrastructure and recovery semantics
  • 48. 48 Recovery and Backup App #3 App #3 App #2 App #1 Stack v1.0 App #2 App #1 Stack v1.0 Keep data transfers for snapshots minimal and hence a faster recovery time Incremental snapshots at time intervals 1 2 OverlayFS/AUFS/BTRFS provides support for incremental snapshots
  • 49. Upgrades • Support for rolling upgrades for 0-downtime upgrades in redundant distributed deployments
  • 50. Application Stack Upgrades 50 Create a container with new version of application stack App #2 App #1 Stack v1.0 App #2 App #1 Stack v2.0
  • 51. Application versions & migration 51 App #1 version2 App #1 Stack v1.0 Swap out older version after successful migration Use same stack for guaranteed stability
  • 52. Logging / Monitoring / Alerting • cAdvisor for Kubernetes • libswarm (API for aggregation)
  • 53. Application Stack creation and management • Address complexity of creation of application stack – Developers need not be aware of docker image creation and management – Multi-image orchestrated application stacks need to be made reusable. – Panamax enabling application templates sharing through a central repository. • Better abstraction is needed for fine tuning existing stacks.
  • 54. Security • Implementation needs to ensure end to end security. • Not giving host root access to containers. • Docker support – SELinux – AppArmor – Seccomp • Application Isolation, disable inter container communication. • Multi-tenancy
  • 56. Mesos • Popular open source cluster manager from apache • Enables building resource-efficient distributed systems • Efficient dynamic resource isolation and sharing across multiple distributed applications e.g. Hadoop, Spark, Memcache • Production Tested Application Scaling to 10,000+ nodes
  • 58. Mesos Data Center or cloud With Mesos and related technologies • Apache Mesos • Apache ZooKeeper • Mesosphere Marathon • Chronos • HAProxy
  • 59. Kubernetes Builds upon Google’s more than decade experience with GAE • Manages containers across multiple hosts • Provides mechanisms for deployment, maintenance and scaling application • Multi-cloud support • Pluggable architecture • Self-healing – auto restart, auto-placement, auto-replication
  • 61. CoreOS • CoreOS Linux – Minimum Linux OS – Automatic clustering – Automatic updates for security 61 • fleet – cluster-level init system – etcd + systemd https://coreos.com/using-coreos/clustering/
  • 62. Service Discovery with etcd • etcd provides a service registry for containers • Service metadata can be looked up from etcd • etcd cluster allows for service lookup across a cluster of machines • Services can listen on dependent service lifecycle events, e.g.: Start, stop, update etc. 62 https://coreos.com/using-coreos/
  • 63. Flocker • Flocker is a data volume manager • Flocker can run multiple containers on multiple nodes. • Connect to any node on a Flocker cluster and traffic is routed to the node hosting the appropriate container (based on port). • Flocker - Application State – Flocker manages ZFS filesystem as Docker volumes. It attaches them to your containers. – Flocker provides tools for copying those volumes between nodes. – If an application container is moved from one node to another, Flocker automatically moves the volume with it.
  • 65. Technology Landscape - Summary • Address evolving problems • Fast moving technology space • No standardization PaaS can provide abstraction to handle this change
  • 66. Docker is not a ready-made solution For Enterprise IT or DevOps to manage their application infrastructure using Docker, they need to understand a complex set of things: – Linux images – Read-Write & Layered file systems – Disk snapshots and other recovery mechanisms – Managing firewall and port bridges – Network configuration for containers – Setting up monitoring – Managing software stacks & their configurations – Automating deployment processes 66
  • 67. A good Docker PaaS should simplify above complexities, e.g. Simplified Docker Container Management • Console on top of Docker • Provision and Manage Containers and App Stacks within Containers Effective Scheduling and Resource Utilization • Automatic Container Passivation, Hibernation, and Activation Comprehensive Monitoring • Container, Application, Deployment, Instance, Usage Role-based Access Control • For container management operations Data and Incremental Snapshots • Efficient backup support & faster recovery … 67
  • 68. Poll How likely are you to explore Docker and/or Docker-architected PaaS solutions? • Neither • Docker yes, but probably don’t need Docker PaaS • Docker PaaS, yes. 68
  • 69. Our Findings • WaveMaker RAAD Studio: millions of downloads • In Beta, we hosted thousands of custom Java apps across 90+ countries via our Docker PaaS on AWS. • We found: – 30x greater VM density – 50-100x performance (e.g., 2 sec vs. 5 min app start in VM) • E.g., Enables hibernation – Literally, 80% cost savings! 69
  • 70. Summary • Custom apps are key to enabling agility and innovation in the enterprise. • Platform should leverage RAD + Microservices + Docker. • Docker is ideal for optimizing custom app workloads. • A well-architected Docker management platform is needed to manage complexity and extract value out of Docker. 70
  • 71. Q&A Docker aPaaS trial: WaveMakerOnline.com Thank You Contact us: info@wavemaker.com WaveMaker.com

Editor's Notes

  1. 3
  2. JULY 2, 2014 BY PHIL WAINEWRIGHT, http://diginomica.com/2014/07/02/virtualization-dead-long-live-containerization/#.VA-Li_ldWyV