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2017 Lenovo. All rights reserved.
Comparison of control plane deployment
architectures in the scope of hyperconverged
OpenStack infrastructure
Miroslav Halas
Lenovo Cloud Technology Center
May 2017
2
About me
 Director of SW Architecture, Cloud Infrastructure
 SW Engineer, Architect and Leader
 Designed, implemented and operated
Desktop, Mobile, SaaS, Cloud Applications
and Large Private Cloud Platforms
 10 years of engineering leadership for
information security, public and private cloud
for one of top 3 financials in US
 Holds patents in security, private and public
cloud areas
 Carries picture of his home server in his pocket
2017 Lenovo. All rights reserved..
linkedin.com/in/miroslavhalas/
3
Outline
Introduction to Lenovo Cloud Technology Center
What It Takes to Deploy and Operate SDDC
What Is Control Plane and Why Does It Matter
Resilient Converged Infrastructure Control Plane
Evaluation and Testing using Rally and Phoronix Test Suite
2017 Lenovo. All rights reserved..
4
Standing on the Shoulders of Giants
Lenovo DCG Research & Technology
• Focused research in Systems, Storage, Cloud, AI, Big Data, etc.
Lenovo System Technology Innovation Center
• Co-innovating with partners and customers to deliver Next-Next
ideas such as Abstract hybrid data centers, Dynamic reconfiguration
of IT and Deployment of IIoT
Lenovo Cloud Technology Center
• Pioneering cloud advancements, deployment and management
experiences with community, partners and customers
Lenovo DCG Product & Development
• Engineer and support production ready enterprise solutions
2017 Lenovo. All rights reserved..
5
Lenovo Cloud Technology Center (LCTC)
2017 Lenovo. All rights reserved..
Mission: Align and Drive Lenovo entry and leadership in Enterprise Cloud Infrastructure, building core capabilities and
partnerships for a complete portfolio of Solutions – focus on open source
• Deep customer engagement and support
• Business/Partner development, Technical Product evaluations
• Open source ecosystem visibility and credibility
Customer and
Market
Engagement
• OpenStack and Open Systems development – distros, containers
and integrations with solutions
• SDDC – development of software defined storage, networking
• Professional and Managed services
Portfolio
Development
• Cloud architecture and advisory board
• e2e Cloud roadmap
Center of
Competence
Credible Cloud
Market Presence
Complete Cloud
Solutions Portfolio
Depth and
Alignment of
Expertise
Long Term GoalKey Activities
MAJOR RESEARCH CENTERS IN RALEIGH, BEIJING, SHANGHAI
6
OpenStack Upstream Engagement
2017 Lenovo. All rights reserved..
Reviews Commits
7
ManageIQ Upstream Engagement
2017 Lenovo. All rights reserved..
 Initial provider of ManageIQ Physical
Infrastructure
 Features/Use cases
 Physical Server Data Model
 New XClarity Provider
 XClarity Provider Summary View
 Physical Server Inventory via REST
 Vital Product Data (VPD)
 Firmware Levels
 Server to Platform Host Relationships
 Outstanding development support from Red Hat
ManageIQ / CloudForms team
 Open Source Contributions Summary
 ManageIQ Lenovo Provider
 https://github.com/ManageIQ/manageiq-providers-lenovo
 Lenovo XClarity Client (Ruby)
 https://github.com/lenovo/xclarity_client
…
8
What It Takes to Deploy and Operate SDDC
2017 Lenovo. All rights reserved.
9
Simple Deployment Pattern
2017 Lenovo. All rights reserved..
Under
cloud
Overcloud
Management and Operations
Controllers
Computes
Storage
Hyperconverged
All
in
One
OSP
? ? ? ? ? ?
10
Management Cloud
Realistic Deployment Pattern
2017 Lenovo. All rights reserved..
Undercloud
Overcloud
Management and Operations Managed Cloud
Under
cloud
Overcloud
Managed Cloud
Under
cloud
Overcloud
Managing
11
Management
Cloud
Large Deployment Pattern
2017 Lenovo. All rights reserved..
Managed Cloud
Managed Cloud
Very Large Central Site Cloud
Mid Size
Regional
Deployment
Mid Size
Regional
Deployment
Mid Size
Regional
Deployment
Mid Size
Regional
Cloud
Mid Size
Regional
Deployment
Mid Size
Regional
Deployment
Mid Size
Regional
Deployment
Mid Size
Regional
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
Small
Local
Cloud
12
Size / Cost / Resource Optimized Cloud Infrastructure
All deployment patterns have element that is sensitive to cost /
space / power / skills / complexity
Objectives achieved by compressing and collocating distinctive
functions on the same set of HW and utilizing familiar concepts
Converged Infrastructure Management Plane (CIMP)
OpenStack and non OpenStack management functions share
the same HW resources
Compressed Data Plane
Hyperconverged Compute Node collocating compute and
storage on the same node
Resource protection of shared resources
2017 Lenovo. All rights reserved..
13
What Is Control Plane and Why Does It Matter
2017 Lenovo. All rights reserved..
Under
cloud
Overcloud
Management and Operations
Controllers
Computes Storage
All
in
One
OSP
Control Plane Data / Hosting Plane
Hyperconverged
14
Identical Controller Nodes
Identical Controller Nodes
Monolithic Controller
2017 Lenovo. All rights reserved..
Identical Controller Nodes
Identity
Bare Metal
Networking
Image Services
Orchestration
Telemetry
Workflow
Pacemaker*
Block Storage*
Clustering*
Messaging
Object Storage
Compute
Mongo
Shared Filesys*
MariaDB
OpenvSwitch
HAProxy
Galera*
Dashboard*
15
Control Plane Beyond OpenStack Services
Required to support full set of SDDC features
Provide resiliency and autonomy for remote locations
SDN – Contrail, NSX, Nuage
Configuration Management – Ansible Tower, Pupper, SaltStack
Logging – Logstash, Splunk
Analytics – Elasticsearch
Visualization – Kibana, Graphana, Prometheus
Monitoring – Nagios, Zabbix, DataDog
Performance Monitoring – Telegraf, CollectD, Graphite, InfluxDB
Security – PowerBroker, ESM, CyberArk
Capacity planning and optimization – Cirba, ManageIQ,
2017 Lenovo. All rights reserved..
16
Compute Scheduler Controller
Disaggregated Controller
2017 Lenovo. All rights reserved..
Generic Services Controller
Identity
Bare Metal
Networking
Image Services
Orchestration
Workflow
PacemakerBlock Storage
Clustering
Messaging
Object Storage
Compute
Shared Filesys
OpenvSwitch
HAProxy
Database Controller
Telemetry
Pacemaker
Mongo
MariaDB
Galera
HAProxy
UI Services Controller
Dashboard HAProxy
HAProxy
 OpenStack Performance Team, Barcelona Summit 2016
17
Hyperconverged Compute and Storage Node
2017 Lenovo. All rights reserved..
Compute Node
Compute
Telemetry
OpenvSwitch
KVM
Block Storage
Node
Block Storage
Telemetry
OpenvSwitch
Object Storage
Node
Object Storage
Telemetry
OpenvSwitch
Ceph*
Hyperconverged Compute and Storage Node
Compute Telemetry
OpenvSwitchKVM
Block Storage
Ceph*
18
C+C+S NodeC+C+S NodeC+C+S NodeC+C+S Node
Hyperconverged Controller Compute and Storage Node
2017 Lenovo. All rights reserved..
C+C+S Node
Identity
Networking
Telemetry
Compute
Messaging
OpenvSwitch
MariaDB
Compute / KVM
Ceph OSD
Swift
C+C+S Node
Dashboard
Networking
Image Service
Compute
Compute
OpenvSwitch
MariaDB
Compute / KVM
Ceph OSD
Swift
C+C+S Node
Image Service
Networking
Telemetry
Identity
Messaging
OpenvSwitch
MariaDB
Compute / KVM
Ceph OSD
Swift
C+C+S Node
Identity
Telemetry
Dashboard
Compute
Image Service
OpenvSwitch
Mongo
Compute / KVM
Ceph OSD
Swift
19
Containerized Controller
2017 Lenovo. All rights reserved..
Containerized AIO Node
Identity
Bare Metal
Networking
Image Services
Orchestration
Telemetry
Workflow
Pacemaker
Block Storage
Clustering
Messaging
Object Storage
Compute
Mongo
Shared Filesys
MariaDB
OpenvSwitch
HAProxy
Galera
Dashboard
Compute / KVM
CephSwift
Kolla, OpenStack Helm, OpenStack LOCI
Container
https://docs.openstack.org/developer/kolla-kubernetes/deployment-guide.html
helm install kolla-kubernetes/helm/service/mariadb --name mariadb
helm install kolla-kubernetes/helm/service/rabbitmq --name rabbitmq --values ./cloud.yaml
helm install kolla-kubernetes/helm/service/memcached --name memcached --values
./cloud.yaml
helm install kolla-kubernetes/helm/service/keystone --name keystone --values ./cloud.yaml
helm install kolla-kubernetes/helm/service/glance --name glance --values ./cloud.yaml
helm install kolla-kubernetes/helm/service/cinder-control --name cinder-control --values
./cloud.yaml
helm install kolla-kubernetes/helm/service/horizon --name horizon --values ./cloud.yaml
helm install kolla-kubernetes/helm/service/openvswitch --name openvswitch --values
./cloud.yaml
helm install kolla-kubernetes/helm/service/neutron --name neutron --values ./cloud.yaml
helm install kolla-kubernetes/helm/service/nova-control --name nova-control --values
./cloud.yaml
helm install kolla-kubernetes/helm/service/nova-compute --name nova-compute --values
./cloud.yaml
helm install kolla-kubernetes/helm/microservice/nova-cell0-create-db-job --name nova-cell0-
create-db-job --values ./cloud.yaml
helm install kolla-kubernetes/helm/microservice/nova-api-create-
helm install kolla-kubernetes/helm/service/cinder-volume-lvm
watch -d -n 5 -c kubectl get pods --all-namespaces
20
Containerized OpenStack Infrastructure
2017 Lenovo. All rights reserved..
DCOS Node DCOS Node DCOS Node
DCOS (K8S, Docker, Mesos) ? ?
?
DCOS
Management
components (etcd,
K8S Master, etc.)
provisioned,
operated and
managed with
production SLAs
VM
VM
VM
OpenStack
Services
VM
VM
VM
OpenStack
Services
VM
VM
VM
OpenStack
Services
21
Resilient Converged Infrastructure Control Plane
Use familiar and production ready technologies to provide cost /
space / power / skills / complexity effective control plane required
to support full set of SDDC features
Provide resiliency at all levels for lights out operations
Network
Redundant management and data plane switches
Redundant dual port NICs
Servers and storage
Redundant PDUs and power supplies
3+ node bare metal server cluster sizes
Software
Off the shelf, commodity software
Live Migration, Shared storage, Snapshots, Backup2017 Lenovo. All rights reserved..
22
Control Plane for Resource Constrained Deployments
2017 Lenovo. All rights reserved..
3 Bare Metal Servers
Converged Infrastructure Control
Plane
Rack
Converged Infrastructure
Control Plane
Compute/Storage
Hosting Plane
HW Mgmt VM
Undercloud VM
3 x Controller VMs
Each Compute / Storage
Bare Metal Server
Nova-compute process
Ceph OSD process
HDD
HDD
HDD
HDD
VM
VM
VM
VM
 Standard Lenovo servers
and network switches
 Management components
(XClarity, Undercloud,
ManageIQ, etc.) deployed in
virtualized fashion)
 Distributed storage provided
by Ceph
 Ceph deployed in hyper-
converged mode alongside
the KVM hypervisor
 Easy expansibility to host
future management and
operations functions
Ops VM 1-N
23
Virtualized Control Plane Structure
2017 Lenovo. All rights reserved..
CIMP Node 1 CIMP Node 2 CIMP Node 3
Virtual Switches/networks
Shared Storage Pool
Hypervisor
Guest VMGuest VMGuest VMControl
Plane VM
Guest VMGuest VMGuest VMControl
Plane VM
Guest VMGuest VMGuest VMControl
Plane VM
Hypervisor
KVM, Libvirt
Live Migration
Snapshots
Networking
Linux Bridge
VLANs
Storage
GlusterFS
Shared
storage
File system
replication
HA
24
Lenovo Integrated HW Platform in 2 Form Factors
2017 Lenovo. All rights reserved..
10U Front
10U Rear
Half
or Full
Width
25
Lenovo HW Management Platform - XClarity
2017 Lenovo. All rights reserved..
26
Management Network
Customer
Network
x3550 x3650
IMM/PXE/Internal
Crossconnect
Uplink
G7052
ENOS
G8272
CNOS
ISL 51-
52
ISL 53-
54
Network Topology
Data Network
x3550 x3650
G8272
CNOS
ISL 53-
54
Customer
Network
2017 Lenovo. All rights reserved..
IMM/PXE/Internal
Stg/Ext/Tenant
Crossconnect
Uplink
Stg/Ext/Tenant
27
Virtualized Control Plane Networking Resiliency
2017 Lenovo. All rights reserved..
28
Physical Network Setup and Resiliency
2017 Lenovo. All rights reserved..
29
Virtualized Control Plane Networking
2017 Lenovo. All rights reserved..
Undercloud
VM
Controller
VM
XClarity VM
30
Virtualized Control Plane Storage
2017 Lenovo. All rights reserved..
CIMP Node 1
CIMP Node 2
CIMP Node 3
brick
brick
brick
File1
File2
replications
local
local
local
1. GlusterFS Installation
 # yum update –y
 # yum install glusterfs-server
 # systemctl enable glusterd
 # systemctl start glusterd
 # systemctl status glusterd
 Configure firewall to enable traffic on ports used by gluster
2. Build XFS bricks
 # pvcreate /dev/vdb
 # vgcreate vg_gluster /dev/vdb
 # lvcreate -L 1000G -n brick1 vg_gluster
 # mkfs.xfs /dev/vg_gluster/brick1
 # mkdir -p /bricks/brick1
 # mount /dev/vg_gluster/brick1 /var/bricks/images
 Add the following line at end of /etc/fstab:
 /dev/vg_gluster/brick1 /bricks/brick1 xfs defaults 0 0
3. Configure trusted pool
 #gluster peer probe cimp-node2
 #gluster peer probe cimp-node3
 #gluster peer status
4. Create GlusterFS volumes
 # sudo gluster volume create vol-1 replica 3 cimp-node1:/var/bricks/running
cimp-node2:/var/bricks/running cimp-node3:/var/bricks/running
 # sudo gluster volume start vol-1
 Confirm the Gluster volume running:
 # sudo gluster volume info all
5. Use the GlusterFS volume as a shared storage pool
 # sudo mkdir –p /var/images/running
 # sudo mount -t glusterfs cimp-node1:/vol-1 /var/images/running
 # echo "127.0.0.1:vol-1 /var/images/running glusterfs defaults,_netdev,noauto,x-systemd.automount 0 0" >>
/etc/fstab
 # sudo setsebool –P virt_use_fusefs 1
31
Virtualized Controller VM Definition
2017 Lenovo. All rights reserved..
<domain type="kvm" id="1">
<name>controller1</name>
<memory unit="GB">64</memory>
...
<os>
<type machine="pc" arch="x86_64">hvm</type>
<boot dev="network"/>
<boot dev="hd"/>
...
<devices>
...
<disk device="disk" type="file">
<driver type="qcow2" name="qemu"/>
<source file="/var/images/controller/controller1_os.qcow2"/>
...
</disk>
<disk device="disk" type="file">
<driver type="qcow2" name="qemu"/>
<source
file="/var/images/controller/controller1_mongo.qcow2"/>
...
</disk>
<interface type="bridge">
<source bridge="br-pxe"/>
<target dev="vnet0"/>
...
</interface>
<interface type="bridge">
<source bridge="br-cloud1"/>
<target dev="vnet1"/>
...
</interface>
<interface type="bridge">
<source bridge="br-cloud2"/>
<target dev="vnet2"/>
...
</interface>
</devices>
</domain>
virsh create controller1.xml
32
Virtualized OpenStack Controllers Considerations
Power Control
Undercloud to use virsh to control power management of
other nodes
Pre Pike release pxe_ipmitool => pxe_ssh
Starting from Pike transition to virtualbmc
High Availability
Core services – Galera, RabbitMQ, Redis
Active-Passive services – Cinder-Volume service
SystemD services – independent and able to withstand
service interruption
Isolating a faulty node to protect a cluster and its resources
Pacemaker + Shoot-The-Other-Node-In-The-Head
Fencing agent – fence_ipmilan / fence_xvm, fence_virt2017 Lenovo. All rights reserved..
33
Hyperconverged Compute Node
Deploy Ceph OSD alongside nova-compute on the same node
Tuning - Compute shares memory and CPU with Ceph OSD
Nova.conf – set aside CPU and memory for Ceph OSD
cpu_allocation_ratio / reserved_host_memory_mb
Ceph.conf – balance system resources needed for ceph
recovery and rebalancing and guest workloads
Osd_recovery_op_priority, osd_recovery_max_active,
osd_max_backfilles
Tune overal system performance - throughput-performance
NUMA Pinning of Ceph OSD processes <=> NIC PCIe Slots
Operations
Nova / Compute operational worklows must account for Ceph
OSD processes and vice versa2017 Lenovo. All rights reserved..
34
Testing using Rally
2017 Lenovo. All rights reserved..
Tenant creation with user
 Conditions
20-concurrency tests (create a
tenant with user) and totally
accomplish 100 times of tests
 Overall Results
All of the tasks were successfully
finished. Majority of them accomplished
the tasks within 4 seconds and the
maximum consumed 6 seconds
35
Testing using Rally
2017 Lenovo. All rights reserved..
Snapshot creation and deletion
 Conditions
10-concurrency tests (create a
snapshot and delete it, set it to 10
since the snapshot limitation is 10)
and totally accomplish 100 times of
tests
 Overall Results
All of the tasks were successfully
finished. Majority of them accomplished
the tasks within 17 seconds and the
maximum consumed 23 seconds
36
Testing using Rally
2017 Lenovo. All rights reserved..
Small instance creation and deletion
 Conditions
1. Image: TestVM (around 30M)
2. Flavor: 1 core + 512M RAM+
20G Disk
3. 20-concurrency tests (create a
instance and then delete it)
and totally accomplish 100
times of tests
 Overall Results
All of the tasks were successfully
finished. Majority of them
accomplished the tasks within 28
seconds and the maximum
consumed 30 seconds
37
Testing using Rally
2017 Lenovo. All rights reserved..
Large instance creation and deletion
 Conditions:
1. Image: Redhat 7.2 (around 4G)
2. Flavor: 8 core + 19G RAM+
100G Disk
3. 5-concurrency tests (create a
instance and then delete it, set
concurrency to 5 due to quota
limitation) and totally
accomplish 100 times of tests
 Overall Results
Almost all of the tasks were
successfully finished, some of them
failed because the RAM of
coexisted instances exceeded the
quota limitation.
Majority of them accomplished the
tasks within 58 seconds and the
maximum consumed almost 60
seconds
38
Testing using Phoronix Test Suite
 Open source testing suites including test development
framework, test runner, management and reporting
 Benchmark catalog at OpenBenchmarking.org is comprehensive
984 tests & suite
 Many real-world workloads wrapped for benchmarking
 Corpus of shared results for comparison / initial settings
 Easy to extend and share
2017 Lenovo. All rights reserved..
Development
environment
to deploy,
configure and
package PTS
OpenStack Image
with PTS Installed
VMs in OpenStack running PTS test suites
Client launching and controlling PTS VMs
39
Testing using Phoronix Test Suite
2017 Lenovo. All rights reserved..
0
5000
10000
15000
20000
25000
30000
35000
40000
1 11 21 31 41 51
Average IOPS per Number of
VMs
(randread)
IOPS_4k
IOPS_64k
IOPS_8k
0
20000
40000
60000
80000
100000
120000
140000
160000
0 5 10 15 20 25 30 35 40 45 50
IOPS
Number of VMs
Total IOPS per Number of VMs
(randread)
IOPS_64k
IOPS_4k
IOPS_8k
Number of VMs
1 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 /
3 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 /
6 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 /
15 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g /
30 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g /
45 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g /
40
Testing using Phoronix Test Suite
2017 Lenovo. All rights reserved..
0
100
200
300
400
500
600
700
0 10 20 30 40 50
CompilationTime(inseconds)
Number of VMs
Compilation time vs number of VMs
Build Linux kernel
Build Php
Build Image Magick
Build Apache
0
100
200
300
400
500
600
700
800
0 10 20 30 40 50
CompilationTime(inseconds)
Number of VMs
Compilation time vs number of VMs
Build Linux kernel
Build Linux Kernel Min
Build Linux kernel max
pts/build-apache-1.5.1 -
pts/build-imagemagick-1.7.2 -
pts/build-linux-kernel-1.7.0 -
pts/build-php-1.3.1 -
41
Virtualized Control Plane Operations
Similar concept as containers but ready to use today
Reuse existing expertise in operating virtualized infrastructure
Using the Host HA capabilities in addition to the app level HA
Better resource utilization for resource limited deployments, can
pack more components on the same HW
VM snapshots before patching
VM migration before HW upgrades
VM resizing to provide additional resources
VM restore after failure
Implication on VM structure and services deployments,
“OS/services” stateless disk and data on separate disk
Should be combined with and is not replacement for backup
strategy2017 Lenovo. All rights reserved..
42
Potential Future Work
Reusable VM images for Undercloud and Overcloud
Containerized Control Plane
2017 Lenovo. All rights reserved..
43
Resources
 https://access.redhat.com/articles/2922421
 https://access.redhat.com/articles/2360321
 https://access.redhat.com/articles/2861641
 https://access.redhat.com/documentation/en-
us/red_hat_openstack_platform/10/html-
single/understanding_red_hat_openstack_platform_high_availability/
 http://docs.openstack.org/developer/performance-docs/
 http://tripleo.org/environments/virtualbmc.html
 https://docs.openstack.org/developer/kolla-kubernetes/deployment-
guide.html
 https://www.openstack.org/assets/presentation-media/Chasing-1000-nodes-
scale.pdf
 https://www.phoronix-test-suite.com/
 https://openbenchmarking.org
2017 Lenovo. All rights reserved..
Comparison of control plane deployment architectures in the scope of hyperconverged OpenStack infrastructure

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Comparison of control plane deployment architectures in the scope of hyperconverged OpenStack infrastructure

  • 1. 2017 Lenovo. All rights reserved. Comparison of control plane deployment architectures in the scope of hyperconverged OpenStack infrastructure Miroslav Halas Lenovo Cloud Technology Center May 2017
  • 2. 2 About me  Director of SW Architecture, Cloud Infrastructure  SW Engineer, Architect and Leader  Designed, implemented and operated Desktop, Mobile, SaaS, Cloud Applications and Large Private Cloud Platforms  10 years of engineering leadership for information security, public and private cloud for one of top 3 financials in US  Holds patents in security, private and public cloud areas  Carries picture of his home server in his pocket 2017 Lenovo. All rights reserved.. linkedin.com/in/miroslavhalas/
  • 3. 3 Outline Introduction to Lenovo Cloud Technology Center What It Takes to Deploy and Operate SDDC What Is Control Plane and Why Does It Matter Resilient Converged Infrastructure Control Plane Evaluation and Testing using Rally and Phoronix Test Suite 2017 Lenovo. All rights reserved..
  • 4. 4 Standing on the Shoulders of Giants Lenovo DCG Research & Technology • Focused research in Systems, Storage, Cloud, AI, Big Data, etc. Lenovo System Technology Innovation Center • Co-innovating with partners and customers to deliver Next-Next ideas such as Abstract hybrid data centers, Dynamic reconfiguration of IT and Deployment of IIoT Lenovo Cloud Technology Center • Pioneering cloud advancements, deployment and management experiences with community, partners and customers Lenovo DCG Product & Development • Engineer and support production ready enterprise solutions 2017 Lenovo. All rights reserved..
  • 5. 5 Lenovo Cloud Technology Center (LCTC) 2017 Lenovo. All rights reserved.. Mission: Align and Drive Lenovo entry and leadership in Enterprise Cloud Infrastructure, building core capabilities and partnerships for a complete portfolio of Solutions – focus on open source • Deep customer engagement and support • Business/Partner development, Technical Product evaluations • Open source ecosystem visibility and credibility Customer and Market Engagement • OpenStack and Open Systems development – distros, containers and integrations with solutions • SDDC – development of software defined storage, networking • Professional and Managed services Portfolio Development • Cloud architecture and advisory board • e2e Cloud roadmap Center of Competence Credible Cloud Market Presence Complete Cloud Solutions Portfolio Depth and Alignment of Expertise Long Term GoalKey Activities MAJOR RESEARCH CENTERS IN RALEIGH, BEIJING, SHANGHAI
  • 6. 6 OpenStack Upstream Engagement 2017 Lenovo. All rights reserved.. Reviews Commits
  • 7. 7 ManageIQ Upstream Engagement 2017 Lenovo. All rights reserved..  Initial provider of ManageIQ Physical Infrastructure  Features/Use cases  Physical Server Data Model  New XClarity Provider  XClarity Provider Summary View  Physical Server Inventory via REST  Vital Product Data (VPD)  Firmware Levels  Server to Platform Host Relationships  Outstanding development support from Red Hat ManageIQ / CloudForms team  Open Source Contributions Summary  ManageIQ Lenovo Provider  https://github.com/ManageIQ/manageiq-providers-lenovo  Lenovo XClarity Client (Ruby)  https://github.com/lenovo/xclarity_client …
  • 8. 8 What It Takes to Deploy and Operate SDDC 2017 Lenovo. All rights reserved.
  • 9. 9 Simple Deployment Pattern 2017 Lenovo. All rights reserved.. Under cloud Overcloud Management and Operations Controllers Computes Storage Hyperconverged All in One OSP ? ? ? ? ? ?
  • 10. 10 Management Cloud Realistic Deployment Pattern 2017 Lenovo. All rights reserved.. Undercloud Overcloud Management and Operations Managed Cloud Under cloud Overcloud Managed Cloud Under cloud Overcloud Managing
  • 11. 11 Management Cloud Large Deployment Pattern 2017 Lenovo. All rights reserved.. Managed Cloud Managed Cloud Very Large Central Site Cloud Mid Size Regional Deployment Mid Size Regional Deployment Mid Size Regional Deployment Mid Size Regional Cloud Mid Size Regional Deployment Mid Size Regional Deployment Mid Size Regional Deployment Mid Size Regional Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud Small Local Cloud
  • 12. 12 Size / Cost / Resource Optimized Cloud Infrastructure All deployment patterns have element that is sensitive to cost / space / power / skills / complexity Objectives achieved by compressing and collocating distinctive functions on the same set of HW and utilizing familiar concepts Converged Infrastructure Management Plane (CIMP) OpenStack and non OpenStack management functions share the same HW resources Compressed Data Plane Hyperconverged Compute Node collocating compute and storage on the same node Resource protection of shared resources 2017 Lenovo. All rights reserved..
  • 13. 13 What Is Control Plane and Why Does It Matter 2017 Lenovo. All rights reserved.. Under cloud Overcloud Management and Operations Controllers Computes Storage All in One OSP Control Plane Data / Hosting Plane Hyperconverged
  • 14. 14 Identical Controller Nodes Identical Controller Nodes Monolithic Controller 2017 Lenovo. All rights reserved.. Identical Controller Nodes Identity Bare Metal Networking Image Services Orchestration Telemetry Workflow Pacemaker* Block Storage* Clustering* Messaging Object Storage Compute Mongo Shared Filesys* MariaDB OpenvSwitch HAProxy Galera* Dashboard*
  • 15. 15 Control Plane Beyond OpenStack Services Required to support full set of SDDC features Provide resiliency and autonomy for remote locations SDN – Contrail, NSX, Nuage Configuration Management – Ansible Tower, Pupper, SaltStack Logging – Logstash, Splunk Analytics – Elasticsearch Visualization – Kibana, Graphana, Prometheus Monitoring – Nagios, Zabbix, DataDog Performance Monitoring – Telegraf, CollectD, Graphite, InfluxDB Security – PowerBroker, ESM, CyberArk Capacity planning and optimization – Cirba, ManageIQ, 2017 Lenovo. All rights reserved..
  • 16. 16 Compute Scheduler Controller Disaggregated Controller 2017 Lenovo. All rights reserved.. Generic Services Controller Identity Bare Metal Networking Image Services Orchestration Workflow PacemakerBlock Storage Clustering Messaging Object Storage Compute Shared Filesys OpenvSwitch HAProxy Database Controller Telemetry Pacemaker Mongo MariaDB Galera HAProxy UI Services Controller Dashboard HAProxy HAProxy  OpenStack Performance Team, Barcelona Summit 2016
  • 17. 17 Hyperconverged Compute and Storage Node 2017 Lenovo. All rights reserved.. Compute Node Compute Telemetry OpenvSwitch KVM Block Storage Node Block Storage Telemetry OpenvSwitch Object Storage Node Object Storage Telemetry OpenvSwitch Ceph* Hyperconverged Compute and Storage Node Compute Telemetry OpenvSwitchKVM Block Storage Ceph*
  • 18. 18 C+C+S NodeC+C+S NodeC+C+S NodeC+C+S Node Hyperconverged Controller Compute and Storage Node 2017 Lenovo. All rights reserved.. C+C+S Node Identity Networking Telemetry Compute Messaging OpenvSwitch MariaDB Compute / KVM Ceph OSD Swift C+C+S Node Dashboard Networking Image Service Compute Compute OpenvSwitch MariaDB Compute / KVM Ceph OSD Swift C+C+S Node Image Service Networking Telemetry Identity Messaging OpenvSwitch MariaDB Compute / KVM Ceph OSD Swift C+C+S Node Identity Telemetry Dashboard Compute Image Service OpenvSwitch Mongo Compute / KVM Ceph OSD Swift
  • 19. 19 Containerized Controller 2017 Lenovo. All rights reserved.. Containerized AIO Node Identity Bare Metal Networking Image Services Orchestration Telemetry Workflow Pacemaker Block Storage Clustering Messaging Object Storage Compute Mongo Shared Filesys MariaDB OpenvSwitch HAProxy Galera Dashboard Compute / KVM CephSwift Kolla, OpenStack Helm, OpenStack LOCI Container https://docs.openstack.org/developer/kolla-kubernetes/deployment-guide.html helm install kolla-kubernetes/helm/service/mariadb --name mariadb helm install kolla-kubernetes/helm/service/rabbitmq --name rabbitmq --values ./cloud.yaml helm install kolla-kubernetes/helm/service/memcached --name memcached --values ./cloud.yaml helm install kolla-kubernetes/helm/service/keystone --name keystone --values ./cloud.yaml helm install kolla-kubernetes/helm/service/glance --name glance --values ./cloud.yaml helm install kolla-kubernetes/helm/service/cinder-control --name cinder-control --values ./cloud.yaml helm install kolla-kubernetes/helm/service/horizon --name horizon --values ./cloud.yaml helm install kolla-kubernetes/helm/service/openvswitch --name openvswitch --values ./cloud.yaml helm install kolla-kubernetes/helm/service/neutron --name neutron --values ./cloud.yaml helm install kolla-kubernetes/helm/service/nova-control --name nova-control --values ./cloud.yaml helm install kolla-kubernetes/helm/service/nova-compute --name nova-compute --values ./cloud.yaml helm install kolla-kubernetes/helm/microservice/nova-cell0-create-db-job --name nova-cell0- create-db-job --values ./cloud.yaml helm install kolla-kubernetes/helm/microservice/nova-api-create- helm install kolla-kubernetes/helm/service/cinder-volume-lvm watch -d -n 5 -c kubectl get pods --all-namespaces
  • 20. 20 Containerized OpenStack Infrastructure 2017 Lenovo. All rights reserved.. DCOS Node DCOS Node DCOS Node DCOS (K8S, Docker, Mesos) ? ? ? DCOS Management components (etcd, K8S Master, etc.) provisioned, operated and managed with production SLAs VM VM VM OpenStack Services VM VM VM OpenStack Services VM VM VM OpenStack Services
  • 21. 21 Resilient Converged Infrastructure Control Plane Use familiar and production ready technologies to provide cost / space / power / skills / complexity effective control plane required to support full set of SDDC features Provide resiliency at all levels for lights out operations Network Redundant management and data plane switches Redundant dual port NICs Servers and storage Redundant PDUs and power supplies 3+ node bare metal server cluster sizes Software Off the shelf, commodity software Live Migration, Shared storage, Snapshots, Backup2017 Lenovo. All rights reserved..
  • 22. 22 Control Plane for Resource Constrained Deployments 2017 Lenovo. All rights reserved.. 3 Bare Metal Servers Converged Infrastructure Control Plane Rack Converged Infrastructure Control Plane Compute/Storage Hosting Plane HW Mgmt VM Undercloud VM 3 x Controller VMs Each Compute / Storage Bare Metal Server Nova-compute process Ceph OSD process HDD HDD HDD HDD VM VM VM VM  Standard Lenovo servers and network switches  Management components (XClarity, Undercloud, ManageIQ, etc.) deployed in virtualized fashion)  Distributed storage provided by Ceph  Ceph deployed in hyper- converged mode alongside the KVM hypervisor  Easy expansibility to host future management and operations functions Ops VM 1-N
  • 23. 23 Virtualized Control Plane Structure 2017 Lenovo. All rights reserved.. CIMP Node 1 CIMP Node 2 CIMP Node 3 Virtual Switches/networks Shared Storage Pool Hypervisor Guest VMGuest VMGuest VMControl Plane VM Guest VMGuest VMGuest VMControl Plane VM Guest VMGuest VMGuest VMControl Plane VM Hypervisor KVM, Libvirt Live Migration Snapshots Networking Linux Bridge VLANs Storage GlusterFS Shared storage File system replication HA
  • 24. 24 Lenovo Integrated HW Platform in 2 Form Factors 2017 Lenovo. All rights reserved.. 10U Front 10U Rear Half or Full Width
  • 25. 25 Lenovo HW Management Platform - XClarity 2017 Lenovo. All rights reserved..
  • 26. 26 Management Network Customer Network x3550 x3650 IMM/PXE/Internal Crossconnect Uplink G7052 ENOS G8272 CNOS ISL 51- 52 ISL 53- 54 Network Topology Data Network x3550 x3650 G8272 CNOS ISL 53- 54 Customer Network 2017 Lenovo. All rights reserved.. IMM/PXE/Internal Stg/Ext/Tenant Crossconnect Uplink Stg/Ext/Tenant
  • 27. 27 Virtualized Control Plane Networking Resiliency 2017 Lenovo. All rights reserved..
  • 28. 28 Physical Network Setup and Resiliency 2017 Lenovo. All rights reserved..
  • 29. 29 Virtualized Control Plane Networking 2017 Lenovo. All rights reserved.. Undercloud VM Controller VM XClarity VM
  • 30. 30 Virtualized Control Plane Storage 2017 Lenovo. All rights reserved.. CIMP Node 1 CIMP Node 2 CIMP Node 3 brick brick brick File1 File2 replications local local local 1. GlusterFS Installation  # yum update –y  # yum install glusterfs-server  # systemctl enable glusterd  # systemctl start glusterd  # systemctl status glusterd  Configure firewall to enable traffic on ports used by gluster 2. Build XFS bricks  # pvcreate /dev/vdb  # vgcreate vg_gluster /dev/vdb  # lvcreate -L 1000G -n brick1 vg_gluster  # mkfs.xfs /dev/vg_gluster/brick1  # mkdir -p /bricks/brick1  # mount /dev/vg_gluster/brick1 /var/bricks/images  Add the following line at end of /etc/fstab:  /dev/vg_gluster/brick1 /bricks/brick1 xfs defaults 0 0 3. Configure trusted pool  #gluster peer probe cimp-node2  #gluster peer probe cimp-node3  #gluster peer status 4. Create GlusterFS volumes  # sudo gluster volume create vol-1 replica 3 cimp-node1:/var/bricks/running cimp-node2:/var/bricks/running cimp-node3:/var/bricks/running  # sudo gluster volume start vol-1  Confirm the Gluster volume running:  # sudo gluster volume info all 5. Use the GlusterFS volume as a shared storage pool  # sudo mkdir –p /var/images/running  # sudo mount -t glusterfs cimp-node1:/vol-1 /var/images/running  # echo "127.0.0.1:vol-1 /var/images/running glusterfs defaults,_netdev,noauto,x-systemd.automount 0 0" >> /etc/fstab  # sudo setsebool –P virt_use_fusefs 1
  • 31. 31 Virtualized Controller VM Definition 2017 Lenovo. All rights reserved.. <domain type="kvm" id="1"> <name>controller1</name> <memory unit="GB">64</memory> ... <os> <type machine="pc" arch="x86_64">hvm</type> <boot dev="network"/> <boot dev="hd"/> ... <devices> ... <disk device="disk" type="file"> <driver type="qcow2" name="qemu"/> <source file="/var/images/controller/controller1_os.qcow2"/> ... </disk> <disk device="disk" type="file"> <driver type="qcow2" name="qemu"/> <source file="/var/images/controller/controller1_mongo.qcow2"/> ... </disk> <interface type="bridge"> <source bridge="br-pxe"/> <target dev="vnet0"/> ... </interface> <interface type="bridge"> <source bridge="br-cloud1"/> <target dev="vnet1"/> ... </interface> <interface type="bridge"> <source bridge="br-cloud2"/> <target dev="vnet2"/> ... </interface> </devices> </domain> virsh create controller1.xml
  • 32. 32 Virtualized OpenStack Controllers Considerations Power Control Undercloud to use virsh to control power management of other nodes Pre Pike release pxe_ipmitool => pxe_ssh Starting from Pike transition to virtualbmc High Availability Core services – Galera, RabbitMQ, Redis Active-Passive services – Cinder-Volume service SystemD services – independent and able to withstand service interruption Isolating a faulty node to protect a cluster and its resources Pacemaker + Shoot-The-Other-Node-In-The-Head Fencing agent – fence_ipmilan / fence_xvm, fence_virt2017 Lenovo. All rights reserved..
  • 33. 33 Hyperconverged Compute Node Deploy Ceph OSD alongside nova-compute on the same node Tuning - Compute shares memory and CPU with Ceph OSD Nova.conf – set aside CPU and memory for Ceph OSD cpu_allocation_ratio / reserved_host_memory_mb Ceph.conf – balance system resources needed for ceph recovery and rebalancing and guest workloads Osd_recovery_op_priority, osd_recovery_max_active, osd_max_backfilles Tune overal system performance - throughput-performance NUMA Pinning of Ceph OSD processes <=> NIC PCIe Slots Operations Nova / Compute operational worklows must account for Ceph OSD processes and vice versa2017 Lenovo. All rights reserved..
  • 34. 34 Testing using Rally 2017 Lenovo. All rights reserved.. Tenant creation with user  Conditions 20-concurrency tests (create a tenant with user) and totally accomplish 100 times of tests  Overall Results All of the tasks were successfully finished. Majority of them accomplished the tasks within 4 seconds and the maximum consumed 6 seconds
  • 35. 35 Testing using Rally 2017 Lenovo. All rights reserved.. Snapshot creation and deletion  Conditions 10-concurrency tests (create a snapshot and delete it, set it to 10 since the snapshot limitation is 10) and totally accomplish 100 times of tests  Overall Results All of the tasks were successfully finished. Majority of them accomplished the tasks within 17 seconds and the maximum consumed 23 seconds
  • 36. 36 Testing using Rally 2017 Lenovo. All rights reserved.. Small instance creation and deletion  Conditions 1. Image: TestVM (around 30M) 2. Flavor: 1 core + 512M RAM+ 20G Disk 3. 20-concurrency tests (create a instance and then delete it) and totally accomplish 100 times of tests  Overall Results All of the tasks were successfully finished. Majority of them accomplished the tasks within 28 seconds and the maximum consumed 30 seconds
  • 37. 37 Testing using Rally 2017 Lenovo. All rights reserved.. Large instance creation and deletion  Conditions: 1. Image: Redhat 7.2 (around 4G) 2. Flavor: 8 core + 19G RAM+ 100G Disk 3. 5-concurrency tests (create a instance and then delete it, set concurrency to 5 due to quota limitation) and totally accomplish 100 times of tests  Overall Results Almost all of the tasks were successfully finished, some of them failed because the RAM of coexisted instances exceeded the quota limitation. Majority of them accomplished the tasks within 58 seconds and the maximum consumed almost 60 seconds
  • 38. 38 Testing using Phoronix Test Suite  Open source testing suites including test development framework, test runner, management and reporting  Benchmark catalog at OpenBenchmarking.org is comprehensive 984 tests & suite  Many real-world workloads wrapped for benchmarking  Corpus of shared results for comparison / initial settings  Easy to extend and share 2017 Lenovo. All rights reserved.. Development environment to deploy, configure and package PTS OpenStack Image with PTS Installed VMs in OpenStack running PTS test suites Client launching and controlling PTS VMs
  • 39. 39 Testing using Phoronix Test Suite 2017 Lenovo. All rights reserved.. 0 5000 10000 15000 20000 25000 30000 35000 40000 1 11 21 31 41 51 Average IOPS per Number of VMs (randread) IOPS_4k IOPS_64k IOPS_8k 0 20000 40000 60000 80000 100000 120000 140000 160000 0 5 10 15 20 25 30 35 40 45 50 IOPS Number of VMs Total IOPS per Number of VMs (randread) IOPS_64k IOPS_4k IOPS_8k Number of VMs 1 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 / 3 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 / 6 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 / 15 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g / 30 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g / 45 pts/fio-1.9.0 - randread libaio 0 1 8k 1 64 10g /
  • 40. 40 Testing using Phoronix Test Suite 2017 Lenovo. All rights reserved.. 0 100 200 300 400 500 600 700 0 10 20 30 40 50 CompilationTime(inseconds) Number of VMs Compilation time vs number of VMs Build Linux kernel Build Php Build Image Magick Build Apache 0 100 200 300 400 500 600 700 800 0 10 20 30 40 50 CompilationTime(inseconds) Number of VMs Compilation time vs number of VMs Build Linux kernel Build Linux Kernel Min Build Linux kernel max pts/build-apache-1.5.1 - pts/build-imagemagick-1.7.2 - pts/build-linux-kernel-1.7.0 - pts/build-php-1.3.1 -
  • 41. 41 Virtualized Control Plane Operations Similar concept as containers but ready to use today Reuse existing expertise in operating virtualized infrastructure Using the Host HA capabilities in addition to the app level HA Better resource utilization for resource limited deployments, can pack more components on the same HW VM snapshots before patching VM migration before HW upgrades VM resizing to provide additional resources VM restore after failure Implication on VM structure and services deployments, “OS/services” stateless disk and data on separate disk Should be combined with and is not replacement for backup strategy2017 Lenovo. All rights reserved..
  • 42. 42 Potential Future Work Reusable VM images for Undercloud and Overcloud Containerized Control Plane 2017 Lenovo. All rights reserved..
  • 43. 43 Resources  https://access.redhat.com/articles/2922421  https://access.redhat.com/articles/2360321  https://access.redhat.com/articles/2861641  https://access.redhat.com/documentation/en- us/red_hat_openstack_platform/10/html- single/understanding_red_hat_openstack_platform_high_availability/  http://docs.openstack.org/developer/performance-docs/  http://tripleo.org/environments/virtualbmc.html  https://docs.openstack.org/developer/kolla-kubernetes/deployment- guide.html  https://www.openstack.org/assets/presentation-media/Chasing-1000-nodes- scale.pdf  https://www.phoronix-test-suite.com/  https://openbenchmarking.org 2017 Lenovo. All rights reserved..