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Intercloud object storage: colony

- Trial to use swift     2012.4.18

                                                     @jxta
in wide area network -   Shigetoshi Yokoyama
                         National Institute of Informatics
Cloud projects @ NII



                       1
Goal: academic community cloud
                                  NII Cloud

Academic
Community Cloud
                                    Education Cloud           Univ.-X Cloud


 Univ. -A Cloud   Univ.-B Cloud
                                    Research Cloud

                                                 ・・・

                      Intercloud services
                                              Science Information Network


                                                                              2
Colony and dodai in a scenario
VMI: Virtual Machine Image
VM: Virtual Machines            VMI        colony    VMI

                             Launch machine images
Virtual
Machines
           VM    VM           VM      VM             VM      VM    VM   VM
             IaaS               IaaS                     IaaS       IaaS
            Cluster            Cluster                   Cluster   Cluster

                                            dodai
Physical
Machines




                                         SINET (L2VPN)

                                                                             3
Colony



         4
Intercloud object storage service
                                                               Colony is a project which
                                          Nova
                                                               federates cloud object
                                                               storage services, like swift
                                                 Glance


                                  Swift for
                                  intercloud
                                                       Swift
                                                               to realize intercloud object
                                                               storage service.
                                  use




                                          Swift for
                                          intercloud
                                          use
                                                                          Swift for
Nova
                   Swift for    Swift                                     local use
                   intercloud
       Glance      use
                                    Glance
           Swift
                                 Nova
                                                                         Swift for
                                                                         intercloud use

                                                                                              5
Users’ points of view
   Cloud Services

                                                     Cloud-B
                                                                                      Object B1-1

          Cloud-A                                                  Container B1
                                                                   Container B2
                                                                   Container B3
                                                                                      Object B1-2
                                                                                      Object B1-3


                                           Object A1-1
                                                         Swift-B                               Object I1-1
                       Container A1        Object A1-2             Inter-cloud Container I1    Object I1-2
                       Container A2        Object A1-3             Inter-cloud Container I8    Object I1-3
          Swift-A      Container A3                                Inter-cloud Container I10
                       Inter-cloud Container I1    Object I4-1
                       Inter-cloud Container I4    Object I4-2
                       Inter-cloud Container I13   Object I4-3




   Geographically                                                        Inter-cloud Container
                                                                                                    Object I1-1
                                                                                                    Object I1-2

    Distributed
                                                                         I1
                                                                         Inter-cloud Container I2   Object I1-3

                                         Swift-I                         Inter-cloud Container I3
                                                                         Inter-cloud Container I4
                                                                                                    Object I4-1
                                                                                                    Object I4-2
                                                                                                    Object I4-3


    Inter-cloud object storage service : colony

                                                                                                                  6
Colony realizes the federation
                           Shibboleth IdP
                  Authenticate with
                  Shibboleth IdP
                                                                 Cloud-A User
                                  Colony
                                      Apache
                                mod_wsgi   mod_shib

                                 Colony-horizon
                                Colony-keystone
                                Colony-dispatcher
                                       Squid


            Provide seamless access to
                                       Slapd

                            Ubuntu

            multiple swifts
                   Swift                              Swift

  Swift-I     Colony-Keystone                  Colony-Keystone   Swift-A
                   Slapd                              Slapd

                                                                                7
Developed software components in colony
• Colony-Horizon – based on diablo/stable Horizon with some enhancements
    •   Multi-region support – Users can choose which swift is used to store/retrieve objects
    •   Swift Container’s ACL ,metadata support
    •   Swift Object’s metadata support
    •   >5G segment upload support …
• Colony-Keystone – based on diablo/stable Keystone with some enhancements
    • Authenticate with Shibboleth
    • %{tanant_name} can be used for endpointTemplates in addition to %{tenant_id} for
      federating cloud services
• Colony-Dispatcher - new
    •   Relay requests to multiple object services (and merge response for clients)
    •   Relay requests to a specific object service indicated by URI
    •   Choose the “nearest” swift-proxy server to relay requests
    •   Copy objects among different swifts
• Utilities - new
    • Tools to make admin task easier to provide the federation of object storage services

                                                                                                8
Colony-horizon
Users can choose swift   Swift -I




                         Swift -A




                                    9
Colony – keystone
               Shibboleth IdP
                                        Modifications to keystone
                                        • Add ePPN field to keystone schema
                                        • ADD rest api services to create token by ePPN
                                        ('/token_by/eppn') and email address('/token_by/email')
                                        ('/                                             /email')
                                        • Add a rest api service to register/update ePPN
                                        ('/users/{user_id}/eppn')
                                        ('/users/{



1. ID/passwd                    2. Attribute: ePPN, mail_addr
                                                                 0-1. User registration by mail_addr
                                                                 0-2 . Associate ePPN to mail_addr
                                                                       by initial access
           Shibboleth SP
               Colony-
               Colony-Horizon
                                         3. Attribute: ePPN
                                                                    Colony-
                                         4. auth_token
                                                                   Keystone

                                                                                                 10
Colony-dispatcher
1. Swift client can send requests to Swift-A and Swift-I through Swift Dispatcher
2. Swift Dispatcher merges the response from each Swift and send it to Swift Client

     Swift Client
                                                  Requests modified for merging responses.
      A:container1                                •Account Info
      A:container2                                •Container List
                                                  •X-Copy-from/to
      I:container1
      I:container2
                              Colony Dispatcher


Response merged by          Swift Proxy              Swift Proxy         Swift Proxy
Colony Dispatcher has
a prefix to indicate
which Swift is used to
store.
                         Swift-A (local)             Swift-I (intercloud )
                                                                                             11
Caching
Swift Dispatcher can use cache proxy (like squid) per
swift proxy to retrieve objects from remote swifts.

  A:container1
  A:container2
  I:container1     Colony Dispatcher
  I:container2
                                       Cache(Proxy)
 Swift Client

                   Swift Proxy            Swift Proxy   Swift Proxy




                 Swift-A (local)         Swift-I (intercloud )
                                                                      12
Download performance with cache
                                     Download performance (5times, average)
                 300,000,000

                 250,000,000

                 200,000,000                                                                                          Cache is
     bytes/sec




                 150,000,000                                                                                          effective,
                 100,000,000
                                                                                                                      especially for
                                                                                                                      small size
                  50,000,000

                          0

                                                                                                                      objects.
                                1K(bytes)    1M(bytes)   10M(bytes)     100M(bytes)    1G(bytes)    5G(bytes)
                       Normal    13,201      11843208     77113446      152263382     163115324    154252275
                       Cache    382,004     135938185    226800796      256492362     261189612    260956927




・AMD Opteron(tm) Processor 6128 2000Mhz 16core                        Ubuntu Server 11.04 x86_64           Client
・32GB Memory                                                                                               Colony-Dispatcher
・10000baseT 10000Mb/s Full Duplex                                                                          Squid
                                                                                                           Swift-Proxy
・AMD Opteron(tm) Processor 6128 2000Mhz 16core                        Ubuntu Server 11.04 x86_64           Swift-Storage(account, container, object)x 3
・32GB Memory
・10000baseT 10000Mb/s Full Duplex


                                                                                                                                                          13
Performance : original swift
                                          Swift cannot perform well when
                                          confgirure it in inter-region.
                Swift
                @Sapporo
                                    •Upload – Always effected by worst case
                                               1           2            3            4               5
                                    1K      1,755       2,165        395         3,178            1.375

                                    1M      431,840     446,824      537,768     412,542          43,307

                                    10M     710,179     741,350      737,565     723,446          731,824

                                    100M    780,548     775,131      788,620     782,503          786,224



      Swift                         •Download – worse case is ramdomly choosed
      @Tokyo               Swift@   (about 1/3)
                           Chiba
                          Client                1               2           3                4                 5
       6.15Mbits/sec
                                    1K      11,608       13,293         12,916           14,691            12,126
 1G    6.29Mbits/sec
       7.80Mbits/sec                1M      3,427,827    3,427,402      3,455,788        673,614           3,386,009

       7.73Mbits/sec     netperf    10M     958,018      959,098        7,188,901        974,072           949,389
       941.23Mbits/sec
10G                                 100M    1,109,440    98,400,555     99,641,184       15,411,221        92,400,774
       929.15Mbits/sec

                                                                                                                        14
Performance : with cache

                 Swift                       Cache works
                 @Sapporo

                                     •Upload – Always effected by worst case
                                                    1           2             3             4              5
                                        1K      2,388        2,027         1,629         2,718         2,423

                                        1M      521,456      479,606       488,142       455,359       541,622

                                        10M     727,240      678,511       724,562       730,127       699,518

                                        100M    786,893      777,227       787,707       782,546       784,544
       Swift
       @Tokyo               Swift@
                            Chiba     •Download (through Cache)
                                                    1                2               3                4             5
                           Client
        6.15Mbits/sec                  1K      398,133       415,753         397,979             446,576       406,510
  1G    6.29Mbits/sec
                                       1M      9,238,473     202,193,598     177,694,628         161,992,275   134,450,057
        7.80Mbits/sec
        7.73Mbits/sec     netperf      10M     55,186,177    288,776,403     319,892,614         331,691,392   307,500,293
        941.23Mbits/sec                100M    473,135,008   471,484,134     467,654,981         412,153,419   451,464,516
 10G    929.15Mbits/sec

                                                                                                                         15
Performance : with zone-awareness
                                            Swift should be zone-aware
                                            for geographically distributed use.
                 Swift               Modifications for zone-awareness (just a hack)
                 @Sapporo
                                             •Uploading
                                                  • Calculate the number of unfinished tasks in
                                                  the send queue for each area and when one
                                                  area are much worth than others, quit the
                                                  uploading job for its area.
                                             •Downloading
                                                  • Check connection performance of object
                                                  servers and try to retrieve an object from the
                                                  fastest one.
       Swift                         •Upload
       @Tokyo               Swift@
                            Chiba                 1             2             3             4             5

                                     1K       11,356       13,157        13,074        12,758        12,680
                           Client
        6.15Mbits/sec
                                     1M       9,824,750    11,205,249    7,599,312     10,931,206    11,199,982
  1G    6.29Mbits/sec
        7.80Mbits/sec                10M      52,294,403   51,437,092    51,050,686    52,641,471    52,300,141

        7.73Mbits/sec     netperf    100M     97,937,987   101,847,002   102,385,002   102,413,801   101,462,855
        941.23Mbits/sec
 10G    929.15Mbits/sec

                                                                                                              16
Project status of colony

 • Prototyping is done in NII research cloud
  https://github.com/nii-cloud/colony/
 • Future plan
   - Performance enhancements
   - Real deployment and evaluation



                                               17
Dodai



        18
CaaS : Cluster as a Service
                          Clusters for each private cloud
   Elastic
                   Private cloud - A     Private cloud - B   Private cloud - C
   Private
   Cloud                                               Release servers
                                                       to server resource pool
             Allocate servers
             from server resource pool




                                       Server resource pool
                                                                                 19
Dodai = dodai-deploy + dodai-compute
                  Dynamically and securely separated clusters




PaaS   Hadoop   MPI       Hadoop   MPI     Hadoop   MPI

                                                                                     …
                                                                           SunGrid
                                                              Hadoop
                                                                           Engine
IaaS                      OpenStack-2
       OpenStack-1                         Eucalyptus




                      Upper layer: Deploying software     [dodai-deploy]
CaaS
                  Lower layer: Preparation of nodes [dodai-compute]

                                                                                         20
Dodai-deploy
• It is a framework for deployment tool
   – New software can be added by anyone
   – Now supports
        • Openstack Essex
        • Openstack Diablo
        • Hadoop
        • SGE
• It is fast
   – Do installation parallel on different machines.
• It is easy to use
   – Not just Web UI
   – CLI for maintainer
   – Rest API for integration
                                                       21
How to use dodai-deploy
• Install
   – Just one command to install all-in-one
      • curl https://raw.github.com/nii-cloud/dodai-deploy/master/setup-env/setup-
        all-in-one.sh | sudo sh
• Use
   – Web UI
        • Learn step-by-step guidance at
          http://$dodai_deploy_server:3000/
   – REST APIs
        • Try at http://$dodai_deploy_server:3000/rest_apis/index.html
   – CLI
        • script/cli.rb list SERVER


                                                                                     22
What’s inside in dodai-deploy


                                        MCollective

                  dodai-deploy server   puppet
  Ruby on Rails



                  dodai-deploy nodes


                                                      23
dodai-compute
• In a word
   –Bare metal version nova
• Futures
   –Provide the same interface as nova to
    operate on physical machines
   –Separate network segments with Open
    Flow Controller

                                            24
What’s inside in dodai-compute

                                 OpenFlow
modified nova                    controller




          cobbler

                                 OpenFlow
                                 switch
                                              25
Project status of dodai
 1. Dodai-deploy
    - One of the OpenStack compute automated installations tools
    http://docs.openstack.org/trunk/openstack-compute/admin/content/openstack-compute-deployment-tool-with-puppet.html

    https://github.com/nii-cloud/dodai-deploy/
    - Used in NII research cloud development
 2. Dodai-compute
    https://github.com/nii-cloud/dodai-compute/
    - Used in NII research cloud development
 3. Future plan
    - Enahance based on Feedbacks from NII researchers
    - Experiments on intercloud compute service


                                                                                                                         26
NII research cloud
       gunnii


                     27
NII academic cloud : gunnii

“Elastic Private Cloud”
                                on     on     on
                              demand demand demand




                                                     Cluster as a Service
     Based on
     Deployment Tool
                                dodai-deploy
                generalized

     Compute                   dodai-compute
                 bare metal
                 supported
                                                                  28
gunnii prototype system
                                                                     NII shibboleth IdP
  Researchers
                L3 switch




                                                                 Object storage (Swift)
                                            GUI server


                OpenFlow
                Switch/controller                        Storage nodes X 8 (initial)


                                                                                    NFS




                  Deployed Hadoop, OpenStack, Sun Grid Engine




                             Compute nodes×40 (initial)
                                                                                          29
Demo ?




    gunnii is shibboleth ready.
                                  30
https://github.com/nii-cloud/


               Thank you




                                31

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OpenStack design summit (colony session)

  • 1. Intercloud object storage: colony - Trial to use swift 2012.4.18 @jxta in wide area network - Shigetoshi Yokoyama National Institute of Informatics
  • 3. Goal: academic community cloud NII Cloud Academic Community Cloud Education Cloud Univ.-X Cloud Univ. -A Cloud Univ.-B Cloud Research Cloud ・・・ Intercloud services Science Information Network 2
  • 4. Colony and dodai in a scenario VMI: Virtual Machine Image VM: Virtual Machines VMI colony VMI Launch machine images Virtual Machines VM VM VM VM VM VM VM VM IaaS IaaS IaaS IaaS Cluster Cluster Cluster Cluster dodai Physical Machines SINET (L2VPN) 3
  • 5. Colony 4
  • 6. Intercloud object storage service Colony is a project which Nova federates cloud object storage services, like swift Glance Swift for intercloud Swift to realize intercloud object storage service. use Swift for intercloud use Swift for Nova Swift for Swift local use intercloud Glance use Glance Swift Nova Swift for intercloud use 5
  • 7. Users’ points of view Cloud Services Cloud-B Object B1-1 Cloud-A Container B1 Container B2 Container B3 Object B1-2 Object B1-3 Object A1-1 Swift-B Object I1-1 Container A1 Object A1-2 Inter-cloud Container I1 Object I1-2 Container A2 Object A1-3 Inter-cloud Container I8 Object I1-3 Swift-A Container A3 Inter-cloud Container I10 Inter-cloud Container I1 Object I4-1 Inter-cloud Container I4 Object I4-2 Inter-cloud Container I13 Object I4-3 Geographically Inter-cloud Container Object I1-1 Object I1-2 Distributed I1 Inter-cloud Container I2 Object I1-3 Swift-I Inter-cloud Container I3 Inter-cloud Container I4 Object I4-1 Object I4-2 Object I4-3 Inter-cloud object storage service : colony 6
  • 8. Colony realizes the federation Shibboleth IdP Authenticate with Shibboleth IdP Cloud-A User Colony Apache mod_wsgi mod_shib Colony-horizon Colony-keystone Colony-dispatcher Squid Provide seamless access to Slapd Ubuntu multiple swifts Swift Swift Swift-I Colony-Keystone Colony-Keystone Swift-A Slapd Slapd 7
  • 9. Developed software components in colony • Colony-Horizon – based on diablo/stable Horizon with some enhancements • Multi-region support – Users can choose which swift is used to store/retrieve objects • Swift Container’s ACL ,metadata support • Swift Object’s metadata support • >5G segment upload support … • Colony-Keystone – based on diablo/stable Keystone with some enhancements • Authenticate with Shibboleth • %{tanant_name} can be used for endpointTemplates in addition to %{tenant_id} for federating cloud services • Colony-Dispatcher - new • Relay requests to multiple object services (and merge response for clients) • Relay requests to a specific object service indicated by URI • Choose the “nearest” swift-proxy server to relay requests • Copy objects among different swifts • Utilities - new • Tools to make admin task easier to provide the federation of object storage services 8
  • 10. Colony-horizon Users can choose swift Swift -I Swift -A 9
  • 11. Colony – keystone Shibboleth IdP Modifications to keystone • Add ePPN field to keystone schema • ADD rest api services to create token by ePPN ('/token_by/eppn') and email address('/token_by/email') ('/ /email') • Add a rest api service to register/update ePPN ('/users/{user_id}/eppn') ('/users/{ 1. ID/passwd 2. Attribute: ePPN, mail_addr 0-1. User registration by mail_addr 0-2 . Associate ePPN to mail_addr by initial access Shibboleth SP Colony- Colony-Horizon 3. Attribute: ePPN Colony- 4. auth_token Keystone 10
  • 12. Colony-dispatcher 1. Swift client can send requests to Swift-A and Swift-I through Swift Dispatcher 2. Swift Dispatcher merges the response from each Swift and send it to Swift Client Swift Client Requests modified for merging responses. A:container1 •Account Info A:container2 •Container List •X-Copy-from/to I:container1 I:container2 Colony Dispatcher Response merged by Swift Proxy Swift Proxy Swift Proxy Colony Dispatcher has a prefix to indicate which Swift is used to store. Swift-A (local) Swift-I (intercloud ) 11
  • 13. Caching Swift Dispatcher can use cache proxy (like squid) per swift proxy to retrieve objects from remote swifts. A:container1 A:container2 I:container1 Colony Dispatcher I:container2 Cache(Proxy) Swift Client Swift Proxy Swift Proxy Swift Proxy Swift-A (local) Swift-I (intercloud ) 12
  • 14. Download performance with cache Download performance (5times, average) 300,000,000 250,000,000 200,000,000 Cache is bytes/sec 150,000,000 effective, 100,000,000 especially for small size 50,000,000 0 objects. 1K(bytes) 1M(bytes) 10M(bytes) 100M(bytes) 1G(bytes) 5G(bytes) Normal 13,201 11843208 77113446 152263382 163115324 154252275 Cache 382,004 135938185 226800796 256492362 261189612 260956927 ・AMD Opteron(tm) Processor 6128 2000Mhz 16core Ubuntu Server 11.04 x86_64 Client ・32GB Memory Colony-Dispatcher ・10000baseT 10000Mb/s Full Duplex Squid Swift-Proxy ・AMD Opteron(tm) Processor 6128 2000Mhz 16core Ubuntu Server 11.04 x86_64 Swift-Storage(account, container, object)x 3 ・32GB Memory ・10000baseT 10000Mb/s Full Duplex 13
  • 15. Performance : original swift Swift cannot perform well when confgirure it in inter-region. Swift @Sapporo •Upload – Always effected by worst case 1 2 3 4 5 1K 1,755 2,165 395 3,178 1.375 1M 431,840 446,824 537,768 412,542 43,307 10M 710,179 741,350 737,565 723,446 731,824 100M 780,548 775,131 788,620 782,503 786,224 Swift •Download – worse case is ramdomly choosed @Tokyo Swift@ (about 1/3) Chiba Client 1 2 3 4 5 6.15Mbits/sec 1K 11,608 13,293 12,916 14,691 12,126 1G 6.29Mbits/sec 7.80Mbits/sec 1M 3,427,827 3,427,402 3,455,788 673,614 3,386,009 7.73Mbits/sec netperf 10M 958,018 959,098 7,188,901 974,072 949,389 941.23Mbits/sec 10G 100M 1,109,440 98,400,555 99,641,184 15,411,221 92,400,774 929.15Mbits/sec 14
  • 16. Performance : with cache Swift Cache works @Sapporo •Upload – Always effected by worst case 1 2 3 4 5 1K 2,388 2,027 1,629 2,718 2,423 1M 521,456 479,606 488,142 455,359 541,622 10M 727,240 678,511 724,562 730,127 699,518 100M 786,893 777,227 787,707 782,546 784,544 Swift @Tokyo Swift@ Chiba •Download (through Cache) 1 2 3 4 5 Client 6.15Mbits/sec 1K 398,133 415,753 397,979 446,576 406,510 1G 6.29Mbits/sec 1M 9,238,473 202,193,598 177,694,628 161,992,275 134,450,057 7.80Mbits/sec 7.73Mbits/sec netperf 10M 55,186,177 288,776,403 319,892,614 331,691,392 307,500,293 941.23Mbits/sec 100M 473,135,008 471,484,134 467,654,981 412,153,419 451,464,516 10G 929.15Mbits/sec 15
  • 17. Performance : with zone-awareness Swift should be zone-aware for geographically distributed use. Swift Modifications for zone-awareness (just a hack) @Sapporo •Uploading • Calculate the number of unfinished tasks in the send queue for each area and when one area are much worth than others, quit the uploading job for its area. •Downloading • Check connection performance of object servers and try to retrieve an object from the fastest one. Swift •Upload @Tokyo Swift@ Chiba 1 2 3 4 5 1K 11,356 13,157 13,074 12,758 12,680 Client 6.15Mbits/sec 1M 9,824,750 11,205,249 7,599,312 10,931,206 11,199,982 1G 6.29Mbits/sec 7.80Mbits/sec 10M 52,294,403 51,437,092 51,050,686 52,641,471 52,300,141 7.73Mbits/sec netperf 100M 97,937,987 101,847,002 102,385,002 102,413,801 101,462,855 941.23Mbits/sec 10G 929.15Mbits/sec 16
  • 18. Project status of colony • Prototyping is done in NII research cloud https://github.com/nii-cloud/colony/ • Future plan - Performance enhancements - Real deployment and evaluation 17
  • 19. Dodai 18
  • 20. CaaS : Cluster as a Service Clusters for each private cloud Elastic Private cloud - A Private cloud - B Private cloud - C Private Cloud Release servers to server resource pool Allocate servers from server resource pool Server resource pool 19
  • 21. Dodai = dodai-deploy + dodai-compute Dynamically and securely separated clusters PaaS Hadoop MPI Hadoop MPI Hadoop MPI … SunGrid Hadoop Engine IaaS OpenStack-2 OpenStack-1 Eucalyptus Upper layer: Deploying software [dodai-deploy] CaaS Lower layer: Preparation of nodes [dodai-compute] 20
  • 22. Dodai-deploy • It is a framework for deployment tool – New software can be added by anyone – Now supports • Openstack Essex • Openstack Diablo • Hadoop • SGE • It is fast – Do installation parallel on different machines. • It is easy to use – Not just Web UI – CLI for maintainer – Rest API for integration 21
  • 23. How to use dodai-deploy • Install – Just one command to install all-in-one • curl https://raw.github.com/nii-cloud/dodai-deploy/master/setup-env/setup- all-in-one.sh | sudo sh • Use – Web UI • Learn step-by-step guidance at http://$dodai_deploy_server:3000/ – REST APIs • Try at http://$dodai_deploy_server:3000/rest_apis/index.html – CLI • script/cli.rb list SERVER 22
  • 24. What’s inside in dodai-deploy MCollective dodai-deploy server puppet Ruby on Rails dodai-deploy nodes 23
  • 25. dodai-compute • In a word –Bare metal version nova • Futures –Provide the same interface as nova to operate on physical machines –Separate network segments with Open Flow Controller 24
  • 26. What’s inside in dodai-compute OpenFlow modified nova controller cobbler OpenFlow switch 25
  • 27. Project status of dodai 1. Dodai-deploy - One of the OpenStack compute automated installations tools http://docs.openstack.org/trunk/openstack-compute/admin/content/openstack-compute-deployment-tool-with-puppet.html https://github.com/nii-cloud/dodai-deploy/ - Used in NII research cloud development 2. Dodai-compute https://github.com/nii-cloud/dodai-compute/ - Used in NII research cloud development 3. Future plan - Enahance based on Feedbacks from NII researchers - Experiments on intercloud compute service 26
  • 28. NII research cloud gunnii 27
  • 29. NII academic cloud : gunnii “Elastic Private Cloud” on on on demand demand demand Cluster as a Service Based on Deployment Tool dodai-deploy generalized Compute dodai-compute bare metal supported 28
  • 30. gunnii prototype system NII shibboleth IdP Researchers L3 switch Object storage (Swift) GUI server OpenFlow Switch/controller Storage nodes X 8 (initial) NFS Deployed Hadoop, OpenStack, Sun Grid Engine Compute nodes×40 (initial) 29
  • 31. Demo ? gunnii is shibboleth ready. 30