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Big Data Technologies
Ceph-Mesos Framework
Zhongyue Luo zhongyue.nah@intel.com
2nd Beijing MUG Meetup – 2015/06/28
SSG / STO / BDT
Content
Apache Mesos PoC
The ceph-mesos framework
Demo video
SSG / STO / BDT
Apache Mesos PoC
A PoC to enable Big Data PaaS based on Apache Mesos
• Myriad
• HDFS-mesos
• ceph-mesos
• A framework to scale a Ceph cluster
• Project open sourced
• CDAP (Cask Data Analysis Platform)
• PaaS layer
• Marathon
• Mesos-DNS
SSG / STO / BDT
Motivation for ceph-mesos
We have a team working on RGWFS
• HCFS
Ceph as a storage backend for Big Data analytics based on Mesos
• Node Managers are managed by Myriad
• Data locality is important
• Need for a framework to manage Ceph
Apache Mesos is becoming an application deployment platform
• It is not only for running Spark now
SSG / STO / BDT
Goal & Scope
Implement a Mesos framework for Ceph
Provide RADOS service in a Mesos cluster
• Our main target is to support RADOS gateway
• RADOS block device and Ceph file system will be supported in future releases
The scheduler will have three modules
• The callback interaction with the Master
• Static file server (libmicrohttpd)
• REST API service (libzmq IPC communication with the callbacks)
The executor will launch Ceph Docker containers as tasks
• Configuration files will be downloaded from the static file server
SSG / STO / BDT
Architecture
Mesos Master
ceph-mesos-scheduler
REST APIFile server
Call backs (Mesos SDK)
Mesos
Slave
ceph-mesos-executor
SSG / STO / BDT
“flexup” API
Mesos Master
Mesos
Slave
ceph-mesos-scheduler
REST APIFile server
Call backs (Mesos SDK)
ZMQ
ZMQ
“flexup”
ceph-mesos-executor
1
2
3
4
SSG / STO / BDT
Challanges
Ceph-Mesos is still v0.0.1
• HDD
• OSD’s need to run on multiple disks on host
• Journal should write on SSD
 We will implement host HDD selection
• NIC
• All data traffic must pass through 10Gb (or greater) network
 We will implement OSD NIC selection
• “flexdown” REST API, reconciliation, MACVLAN, etc.
SSG / STO / BDT
Check out our code on Github
https://github.com/Intel-bigdata/ceph-mesos
SSG / STO / BDT
Video Demo
http://v.youku.com/v_show/id_XMTI3MjMxNTU5Ng==.html
(Audio in Chinese)
Ceph-Mesos framework

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Ceph-Mesos framework

  • 1. Big Data Technologies Ceph-Mesos Framework Zhongyue Luo zhongyue.nah@intel.com 2nd Beijing MUG Meetup – 2015/06/28
  • 2. SSG / STO / BDT Content Apache Mesos PoC The ceph-mesos framework Demo video
  • 3. SSG / STO / BDT Apache Mesos PoC A PoC to enable Big Data PaaS based on Apache Mesos • Myriad • HDFS-mesos • ceph-mesos • A framework to scale a Ceph cluster • Project open sourced • CDAP (Cask Data Analysis Platform) • PaaS layer • Marathon • Mesos-DNS
  • 4. SSG / STO / BDT Motivation for ceph-mesos We have a team working on RGWFS • HCFS Ceph as a storage backend for Big Data analytics based on Mesos • Node Managers are managed by Myriad • Data locality is important • Need for a framework to manage Ceph Apache Mesos is becoming an application deployment platform • It is not only for running Spark now
  • 5. SSG / STO / BDT Goal & Scope Implement a Mesos framework for Ceph Provide RADOS service in a Mesos cluster • Our main target is to support RADOS gateway • RADOS block device and Ceph file system will be supported in future releases The scheduler will have three modules • The callback interaction with the Master • Static file server (libmicrohttpd) • REST API service (libzmq IPC communication with the callbacks) The executor will launch Ceph Docker containers as tasks • Configuration files will be downloaded from the static file server
  • 6. SSG / STO / BDT Architecture Mesos Master ceph-mesos-scheduler REST APIFile server Call backs (Mesos SDK) Mesos Slave ceph-mesos-executor
  • 7. SSG / STO / BDT “flexup” API Mesos Master Mesos Slave ceph-mesos-scheduler REST APIFile server Call backs (Mesos SDK) ZMQ ZMQ “flexup” ceph-mesos-executor 1 2 3 4
  • 8. SSG / STO / BDT Challanges Ceph-Mesos is still v0.0.1 • HDD • OSD’s need to run on multiple disks on host • Journal should write on SSD  We will implement host HDD selection • NIC • All data traffic must pass through 10Gb (or greater) network  We will implement OSD NIC selection • “flexdown” REST API, reconciliation, MACVLAN, etc.
  • 9. SSG / STO / BDT Check out our code on Github https://github.com/Intel-bigdata/ceph-mesos
  • 10. SSG / STO / BDT Video Demo http://v.youku.com/v_show/id_XMTI3MjMxNTU5Ng==.html (Audio in Chinese)