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Unrevealed Story
behind Biggest Cloud at Vietnam
Đặng Văn Đại @daikk115 Viettel Networks
Hà Mạnh Đông @donghm Viettel Networks
Nguyễn Tuấn Anh @anhnt425 Viettel Networks
1
Image source: https://www.discoverlosangeles.com 2
Client
Internal VTNet VTM
VTT ...
Storage
Server
Switch
Cloud Hotpot?
3
Agenda
1. Viettel Networks Cloud Hotpot
2. Mixing Compute Resources
3. Mixing Storage Resources
4. Tuning Sensitive Points on OpenStack
4
1. Viettel Networks Cloud Hotpot
5
Viettel Networks Cloud Hotpot
The early days
6
Viettel Networks Cloud Hotpot
Nowaday containerized cloud environment
7
Viettel Networks Cloud Hotpot
Tech Stack
OpenStack Docker Prometheus EFK
Ceph Ansible Kolla Stackstorm
Python, Go & Bash
8
Grafana
Viettel Networks Cloud Hotpot
❖ OpenStack projects:
➢ Nova, Neutron, Cinder, Keystone, Glance
➢ Octavia, Mistral, Magnum, Ironic, Heat
❖ External services are developed by Viettel
➢ Notify over SMS
➢ Auto healing for compute resources
➢ V2V, P2V tools
9
2. Mixing Compute Resources
10
Mixing Compute Resources
Dealing with different CPU models
❖ CPU model we have: SandyBridge,
SandyBridge-IBRS, Broadwell, Skylake,...
❖ OpenStack configurations
11
Mixing Compute Resources
Dealing with different CPU models
❖ Same computes should have same BIOS and
firmware version
❖ Check flags and cpu model mapping:
/usr/share/libvirt/cpu_map.xml
12
Mixing Compute Resources
CPU Pinning
❖ Dedicated cpu for virtual machine
❖ Supported configurations
➢ [DEFAULT]
vcpu_pin_set=0,1,2,3,8,9,10,11,16,17,18,19,24,25,26,27
➢ # grubby --update-kernel=ALL
--args="isolcpus=0,1,2,3,8,9,10,11,16,17,18,19,24,25,26,27"
➢ # cat /sys/devices/system/cpu/isolated
➢ # cat /sys/devices/system/cpu/present
13
Mixing Compute Resources
CPU Pinning
❖ Flavor properties
➢ hw:cpu_policy=dedicated
➢ hw:cpu_thread_policy=*
■ require
■ isolate
■ prefer (default)
❖ Pinning CPU for existed VMs
➢ virsh vcpupin instance-0000002e 0 5
14
3. Mixing Storage Resources
15
Mixing Storage Resources
16
Mixing Storage Resources
Schedule VMs to different storage backends
❖ In fact, not all our compute nodes have HBA
to connect SAN storage
❖ Use Host Aggregates to determine which
compute have HBA or not
➢ Metadata: hba=false or hba=true
❖ Flavor properties
➢ aggregate_instance_extra_specs:hba=true
➢ aggregate_instance_extra_specs:hba=false
17
18
Ceph
❖ One of our Ceph cluster with
difference OSD type, OSD size, need
to be adjusted:
➢ CRUSH rules
➢ OSD weight
19
Ceph
❖ None-raid mode for osd
❖ Three network: public-net, replica-net and
monitoring-net; all are bonding mode 4
(802.3ad)
❖ With HDD OSD: using SSD for rocksdb + wal
➢ Create SSD partition (LVM)
➢ 40GB SSD per HDD OSD (RockDB level 1 only)
20
SAN
❖ Using FC (Fibre Channel)
❖ Fabric mode (Storage controller <-> Switch
<-> Server)
❖ Redundancy: multipath
➢ Update HBA (qlogic/emulex/...) config to
fit with all SAN storage
➢ Update multipath.conf for multiple SAN
storage if need
4. Tuning Sensitive
Points in OpenStack
21
Tuning Sensitive Points in OpenStack
HAProxy
❖ By default, HAProxy will not accept over 2000
established connection for one backend per
thread
❖ In our case, when HAProxy not accept more
connection to MariaDB backend, then most of
services which are connecting to MariaDB
over HAProxy went down
22
Tuning Sensitive Points in OpenStack
HAProxy
❖ Increasing threshold
➢ Increase maxconn
➢ Use multi-thread for HAProxy
23
Tuning Sensitive Points in OpenStack
HAProxy
❖ Increasing timeout for cinder-api when
creating multiple VMs simultaneously on SAN.
❖ Regarding to timeout: RPC timeout for Nova
and Cinder also need to be increased
24
Tuning Sensitive Points in OpenStack
RabbitMQ
❖ Some services of OpenStack published messages
to queues that does not have any consumer
➢ Need to set TTL for them
❖ OpenStack Ceilometer with notification bus
can sent too many connections to RabbitMQ
➢ Separating RabbitMQ cluster for Ceilometer
➢ Or destroy Ceilometer and all Telemetry
services as we done
25
Tuning Sensitive Points in OpenStack
RabbitMQ
❖ Set TTL for queues
# rabbitmqctl set_policy TTL "notifications*" '{"message-ttl":5400000}'
--priority 1 --apply-to queues -p "/"
# rabbitmqctl set_policy TTL "versioned_notifications.*"
'{"message-ttl":5400000}' --priority 1 --apply-to queues -p "/"
26
Tuning Sensitive Points in OpenStack
RabbitMQ
❖ Delete all messages in queues if need
$ rabbitmqctl purge_queue notifications.error -p "/"
$ rabbitmqctl purge_queue versioned_notifications.error -p "/"
$ rabbitmqctl purge_queue versioned_notifications.info -p "/"
27
28
Thank You for Listening!
Any question?
Be Part of Our Story!
Đặng Văn Đại @daikk115 Viettel Networks
Hà Mạnh Đông @donghm Viettel Networks
Nguyễn Tuấn Anh @anhnt425 Viettel Networks
Appendix
❖ Live migration problems
29
Live migration problems
❖ 100% CPU usage, virtual machine hangs
➢ Rarely
➢ Not fix yet
30
Bugs
VM have 30 vCPUs
Live migration problems
❖ VM live migration abort due to high memory usage
➢ Sometimes
➢ Solution
■ Force live migrate
● nova live-migration-force-complete <instance_id> <migration_id>
■ Slow down CPU
● set live_migration_permit_auto_converge=true in nova.conf
31
Bugs
Refer:
https://docs.openstack.org/nova/pike/admin/live-migration-usage.html
Live migration problems
❖ Unacceptable CPU info: CPU doesn't have compatibility
➢ Sometimes
➢ Solution
■ cpu_mode = custom in nova.conf
■ Use host aggregates to schedule VM into compatible compute node
32
Bugs

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  • 1. Unrevealed Story behind Biggest Cloud at Vietnam Đặng Văn Đại @daikk115 Viettel Networks Hà Mạnh Đông @donghm Viettel Networks Nguyễn Tuấn Anh @anhnt425 Viettel Networks 1
  • 3. Client Internal VTNet VTM VTT ... Storage Server Switch Cloud Hotpot? 3
  • 4. Agenda 1. Viettel Networks Cloud Hotpot 2. Mixing Compute Resources 3. Mixing Storage Resources 4. Tuning Sensitive Points on OpenStack 4
  • 5. 1. Viettel Networks Cloud Hotpot 5
  • 6. Viettel Networks Cloud Hotpot The early days 6
  • 7. Viettel Networks Cloud Hotpot Nowaday containerized cloud environment 7
  • 8. Viettel Networks Cloud Hotpot Tech Stack OpenStack Docker Prometheus EFK Ceph Ansible Kolla Stackstorm Python, Go & Bash 8 Grafana
  • 9. Viettel Networks Cloud Hotpot ❖ OpenStack projects: ➢ Nova, Neutron, Cinder, Keystone, Glance ➢ Octavia, Mistral, Magnum, Ironic, Heat ❖ External services are developed by Viettel ➢ Notify over SMS ➢ Auto healing for compute resources ➢ V2V, P2V tools 9
  • 10. 2. Mixing Compute Resources 10
  • 11. Mixing Compute Resources Dealing with different CPU models ❖ CPU model we have: SandyBridge, SandyBridge-IBRS, Broadwell, Skylake,... ❖ OpenStack configurations 11
  • 12. Mixing Compute Resources Dealing with different CPU models ❖ Same computes should have same BIOS and firmware version ❖ Check flags and cpu model mapping: /usr/share/libvirt/cpu_map.xml 12
  • 13. Mixing Compute Resources CPU Pinning ❖ Dedicated cpu for virtual machine ❖ Supported configurations ➢ [DEFAULT] vcpu_pin_set=0,1,2,3,8,9,10,11,16,17,18,19,24,25,26,27 ➢ # grubby --update-kernel=ALL --args="isolcpus=0,1,2,3,8,9,10,11,16,17,18,19,24,25,26,27" ➢ # cat /sys/devices/system/cpu/isolated ➢ # cat /sys/devices/system/cpu/present 13
  • 14. Mixing Compute Resources CPU Pinning ❖ Flavor properties ➢ hw:cpu_policy=dedicated ➢ hw:cpu_thread_policy=* ■ require ■ isolate ■ prefer (default) ❖ Pinning CPU for existed VMs ➢ virsh vcpupin instance-0000002e 0 5 14
  • 15. 3. Mixing Storage Resources 15
  • 17. Mixing Storage Resources Schedule VMs to different storage backends ❖ In fact, not all our compute nodes have HBA to connect SAN storage ❖ Use Host Aggregates to determine which compute have HBA or not ➢ Metadata: hba=false or hba=true ❖ Flavor properties ➢ aggregate_instance_extra_specs:hba=true ➢ aggregate_instance_extra_specs:hba=false 17
  • 18. 18 Ceph ❖ One of our Ceph cluster with difference OSD type, OSD size, need to be adjusted: ➢ CRUSH rules ➢ OSD weight
  • 19. 19 Ceph ❖ None-raid mode for osd ❖ Three network: public-net, replica-net and monitoring-net; all are bonding mode 4 (802.3ad) ❖ With HDD OSD: using SSD for rocksdb + wal ➢ Create SSD partition (LVM) ➢ 40GB SSD per HDD OSD (RockDB level 1 only)
  • 20. 20 SAN ❖ Using FC (Fibre Channel) ❖ Fabric mode (Storage controller <-> Switch <-> Server) ❖ Redundancy: multipath ➢ Update HBA (qlogic/emulex/...) config to fit with all SAN storage ➢ Update multipath.conf for multiple SAN storage if need
  • 21. 4. Tuning Sensitive Points in OpenStack 21
  • 22. Tuning Sensitive Points in OpenStack HAProxy ❖ By default, HAProxy will not accept over 2000 established connection for one backend per thread ❖ In our case, when HAProxy not accept more connection to MariaDB backend, then most of services which are connecting to MariaDB over HAProxy went down 22
  • 23. Tuning Sensitive Points in OpenStack HAProxy ❖ Increasing threshold ➢ Increase maxconn ➢ Use multi-thread for HAProxy 23
  • 24. Tuning Sensitive Points in OpenStack HAProxy ❖ Increasing timeout for cinder-api when creating multiple VMs simultaneously on SAN. ❖ Regarding to timeout: RPC timeout for Nova and Cinder also need to be increased 24
  • 25. Tuning Sensitive Points in OpenStack RabbitMQ ❖ Some services of OpenStack published messages to queues that does not have any consumer ➢ Need to set TTL for them ❖ OpenStack Ceilometer with notification bus can sent too many connections to RabbitMQ ➢ Separating RabbitMQ cluster for Ceilometer ➢ Or destroy Ceilometer and all Telemetry services as we done 25
  • 26. Tuning Sensitive Points in OpenStack RabbitMQ ❖ Set TTL for queues # rabbitmqctl set_policy TTL "notifications*" '{"message-ttl":5400000}' --priority 1 --apply-to queues -p "/" # rabbitmqctl set_policy TTL "versioned_notifications.*" '{"message-ttl":5400000}' --priority 1 --apply-to queues -p "/" 26
  • 27. Tuning Sensitive Points in OpenStack RabbitMQ ❖ Delete all messages in queues if need $ rabbitmqctl purge_queue notifications.error -p "/" $ rabbitmqctl purge_queue versioned_notifications.error -p "/" $ rabbitmqctl purge_queue versioned_notifications.info -p "/" 27
  • 28. 28 Thank You for Listening! Any question? Be Part of Our Story! Đặng Văn Đại @daikk115 Viettel Networks Hà Mạnh Đông @donghm Viettel Networks Nguyễn Tuấn Anh @anhnt425 Viettel Networks
  • 30. Live migration problems ❖ 100% CPU usage, virtual machine hangs ➢ Rarely ➢ Not fix yet 30 Bugs VM have 30 vCPUs
  • 31. Live migration problems ❖ VM live migration abort due to high memory usage ➢ Sometimes ➢ Solution ■ Force live migrate ● nova live-migration-force-complete <instance_id> <migration_id> ■ Slow down CPU ● set live_migration_permit_auto_converge=true in nova.conf 31 Bugs Refer: https://docs.openstack.org/nova/pike/admin/live-migration-usage.html
  • 32. Live migration problems ❖ Unacceptable CPU info: CPU doesn't have compatibility ➢ Sometimes ➢ Solution ■ cpu_mode = custom in nova.conf ■ Use host aggregates to schedule VM into compatible compute node 32 Bugs