SlideShare a Scribd company logo
See What Happened With Real-Time KVM
When Building Real Time Cloud?
Pei Zhang (张 培)
pezhang@redhat.com
June 20, 2017
Agenda
1. Background
2. Build real time cloud
3. Configure Open vSwitch, DPDK and vhost-user in real time environment
4. Show performance testing results
2
1. Background
3
1.1 Real-Time
Real-Time is about
determinism, constant
and predictive behaviour.
4
1.2 Network Function Virtualization(NFV)
5
Network functions will be
implemented in software that
can run on a range of industry
standard server hardware.
Dedicated network appliances
will be replaced by
virtualization and software.
1.3 FCAPS in Telecommunications
6
● Fault management
● Configuration management
● Accounting management
● Performance management
○ Throughput, network response times, packet loss rates, etc
● Security management
2. Build real time cloud
7
8
2.1 Real-Time in OpenStack
2.2 Strict pre-requisites for compute nodes
9
- Set up BIOS
- Install real time kernel/kvm
- Isolate cores
- Set hugepages
- Real time policy
- Pin vCPUs to individual cores
- Set housekeeping cores and real time cores
- Reserve hugepages
- Avoid devices which cause high latency
10
2.3 Configure Nova for launching real time VM
3. Configure Open vSwitch, DPDK and vhost-user
in real time environment
11
12
● Real-Time OS in the VNF
● Real-Time KVM in the NFVI
3.1 NFV Solution
3.2 VM with Open vSwitch, DPDK and vhost-user
13
- Poll mode driver
- Hugepage
- User space
- Strict NUMA policy
- Real time scheduling
- Individual cores pinning
14
3.2 Single queue topology
15
3.3 Multiple queues topology
4. Show performance testing results
16
4.1 Real-Time KVM latency testing
17
Versions: Red Hat Enterprise Linux 7
Testing environment:
CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz
vCPU 1 vCPU 2 vCPU 3 vCPU 4 vCPU 5 vCPU 6 vCPU 7 vCPU 8
Min(us) 00006 00006 00006 00006 00006 00005 00006 00006
Avg(us) 00006 00006 00006 00006 00006 00006 00006 00006
Max(us) 00012 00012 00012 00011 00016 00012 00012 00017
- Multiple vCPUs in VM
4.1 Real-Time KVM latency testing
18
Versions: Red Hat Enterprise Linux 7
Testing environment:
CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz
VM 1 VM 2 VM 3 VM 4
Min(us) 00005 00005 00005 00005
Avg(us) 00006 00006 00006 00006
Max(us) 00012 00011 00013 00013
- Multiple VMs
4.2 Network layer 2 latency testing
19
1 hour Min(us) Avg(us) Max(us) v_95p v_99p v_9999p
KVM / 2Q 15.987 17.077 777.990 17.555 18.547 23.692
RT-KVM /2Q 15.916 16.429 39.084 17.004 17.171 17.683
Testing environment:
CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz
NIC: 10-Gigabit X540-AT2
Versions: Red Hat Enterprise Linux 7
Thanks.
20
21
# cat /proc/cmdline
BOOT_IMAGE=/vmlinuz-3.10.0-661.rt56.579.el7.x86_64 ...default_hugepagesz=1G iommu=pt
intel_iommu=on isolcpus=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16 nohz=on
nohz_full=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16
rcu_nocbs=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16 intel_pstate=disable
nosoftlockup
# tuned-adm active
Current active profile: realtime-virtual-host
# cat /usr/lib/tuned/realtime-virtual-host/lapic_timer_adv_ns
3500
# cat /sys/module/kvm/parameters/lapic_timer_advance_ns
3500
# cat /sys/devices/system/node/node0/hugepages/hugepages-1048576kB/nr_hugepages
20
- Configuring compute node
Appendix
[root@compute1 ~]# cat /etc/nova/nova.conf
vcpu_pin_set=2,4,6,8,10,12,14,16,18
…
[root@compute1 ~]# source admin-openrc
[root@compute1 ~]# nova flavor-key 1 set hw:cpu_policy=dedicated
[root@compute1 ~]# nova flavor-key 1 set hw:cpu_realtime=yes
[root@compute1 ~]# nova flavor-key 1 set hw:cpu_realtime_mask="^0-1"
[root@compute1 ~]# nova flavor-key 1 set hw:mem_page_size=1GB
22
- configuring nova
23
vCPU pin
Real time
Hugepage
<memoryBacking>
<hugepages>
<page size='1048576' unit='KiB' nodeset='0'/>
</hugepages>
<locked/>
</memoryBacking>
<vcpu placement='static'>2</vcpu>
<cputune>
<vcpupin vcpu='0' cpuset='19'/>
<vcpupin vcpu='1' cpuset='18'/>
<emulatorpin cpuset='1,3,5,7,9'/>
<vcpusched vcpus='0-1' scheduler='fifo' priority='1'/>
</cputune>
<cpu mode='host-passthrough'>
<feature policy='require' name='tsc-deadline'/>
</cpu>
Note:
Remove devices which will cause high latency:
1. All USB support
2. All Spice support and QXL hardware
3. Virtio serial and guest agent sockets
4. Sound card
- booting VM
24
# cat /proc/cmdline
BOOT_IMAGE=/vmlinuz-3.10.0-661.rt56.579.el7.x86_64 root=/dev/mapper/rhel-root ro
crashkernel=auto rd.lvm.lv=rhel/root rd.lvm.lv=rhel/swap rhgb quiet LANG=en_US.UTF-8
console=tty0 console=ttyS0,115200 isolcpus=1 nohz=on nohz_full=1 rcu_nocbs=1
intel_pstate=disable nosoftlockup
# tuned-adm active
Current active profile: realtime-virtual-guest
- Configuring VM
- Set up of Open vSwitch
1. Bind network devices to the driver dpdk supported, like vfio-pci
2. Open DPDK support option
# ovs-vsctl --no-wait set Open_vSwitch . other_config:dpdk-init=true
3. Use hugepage
# ovs-vsctl --no-wait set Open_vSwitch . other_config:dpdk-socket-mem="1024,1024"
4. Create DPDK ports and vhost-user ports
#ovs-vsctl add-port ovsbr1 dpdk1 -- set Interface dpdk1 type=dpdk
# ovs-vsctl add-port ovsbr1 vhost-user1 -- set Interface vhost-user1 type=dpdkvhostuserclient
options:vhost-server-path=/tmp/vhostuser1.sock
# ovs-vsctl add-port ovsbr0 vhost-user0 -- set Interface vhost-user0 type=dpdk vhostuser
5. Pin each PMD thread to individual isolate core
Eg. 4 port, 4 pmd thread, 4 individual cores.
6. Follow strict NUMA placement policy
Should use cores and hugepage of same NUMA with network devices locate
7. Change the real time scheduling of all PMD processes.
# chrt -fp 95 $processID
25
- Set up of VM
1. Follow strict NUMA placement policy
Should use cores and hugepage of same NUMA with host network devices(or Open vSwitch)
2. Boot with enough vCPUs
3. Add network devices with vhost-user client/server mode
If Open vSwitch vhost-user ports is client mode, then guest should be server mode. Vice visa.
26

More Related Content

What's hot

The Open vSwitch and OVN Projects
The Open vSwitch and OVN ProjectsThe Open vSwitch and OVN Projects
The Open vSwitch and OVN Projects
LinuxCon ContainerCon CloudOpen China
 
Running Legacy Applications with Containers
Running Legacy Applications with ContainersRunning Legacy Applications with Containers
Running Legacy Applications with Containers
LinuxCon ContainerCon CloudOpen China
 
How Networking works with Data Science
How Networking works with Data Science How Networking works with Data Science
How Networking works with Data Science
HungWei Chiu
 
Scale Kubernetes to support 50000 services
Scale Kubernetes to support 50000 servicesScale Kubernetes to support 50000 services
Scale Kubernetes to support 50000 services
LinuxCon ContainerCon CloudOpen China
 
Meetup 23 - 02 - OVN - The future of networking in OpenStack
Meetup 23 - 02 - OVN - The future of networking in OpenStackMeetup 23 - 02 - OVN - The future of networking in OpenStack
Meetup 23 - 02 - OVN - The future of networking in OpenStack
Vietnam Open Infrastructure User Group
 
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
Vietnam Open Infrastructure User Group
 
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
jieun kim
 
Policy-based Resource Placement
Policy-based Resource PlacementPolicy-based Resource Placement
Policy-based Resource Placement
LinuxCon ContainerCon CloudOpen China
 
Practical CNI
Practical CNIPractical CNI
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
OpenStack Korea Community
 
Is there still room for innovation in container orchestration and scheduling
Is there still room for innovation in container orchestration and scheduling Is there still room for innovation in container orchestration and scheduling
Is there still room for innovation in container orchestration and scheduling
LinuxCon ContainerCon CloudOpen China
 
HA in OpenStack service - meetup #9
HA in OpenStack service - meetup #9HA in OpenStack service - meetup #9
HA in OpenStack service - meetup #9
Vietnam Open Infrastructure User Group
 
Get a Taste of 1 k+ Nodes by a Handful of Servers
Get a Taste of 1 k+ Nodes by a Handful of Servers Get a Taste of 1 k+ Nodes by a Handful of Servers
Get a Taste of 1 k+ Nodes by a Handful of Servers
LinuxCon ContainerCon CloudOpen China
 
Orchestration tool roundup kubernetes vs. docker vs. heat vs. terra form vs...
Orchestration tool roundup   kubernetes vs. docker vs. heat vs. terra form vs...Orchestration tool roundup   kubernetes vs. docker vs. heat vs. terra form vs...
Orchestration tool roundup kubernetes vs. docker vs. heat vs. terra form vs...
Nati Shalom
 
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN ControllerOpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
Yongyoon Shin
 
Overview of OpenDaylight Container Orchestration Engine Integration
Overview of OpenDaylight Container Orchestration Engine IntegrationOverview of OpenDaylight Container Orchestration Engine Integration
Overview of OpenDaylight Container Orchestration Engine Integration
Michelle Holley
 
Status of Embedded Linux
Status of Embedded LinuxStatus of Embedded Linux
Status of Embedded Linux
LinuxCon ContainerCon CloudOpen China
 
Kubernetes Networking
Kubernetes NetworkingKubernetes Networking
Kubernetes Networking
CJ Cullen
 
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
Juraj Hantak
 
Obstacles & Solutions for Livepatch Support on ARM64 Architecture
Obstacles & Solutions for Livepatch Support on ARM64 ArchitectureObstacles & Solutions for Livepatch Support on ARM64 Architecture
Obstacles & Solutions for Livepatch Support on ARM64 Architecture
LinuxCon ContainerCon CloudOpen China
 

What's hot (20)

The Open vSwitch and OVN Projects
The Open vSwitch and OVN ProjectsThe Open vSwitch and OVN Projects
The Open vSwitch and OVN Projects
 
Running Legacy Applications with Containers
Running Legacy Applications with ContainersRunning Legacy Applications with Containers
Running Legacy Applications with Containers
 
How Networking works with Data Science
How Networking works with Data Science How Networking works with Data Science
How Networking works with Data Science
 
Scale Kubernetes to support 50000 services
Scale Kubernetes to support 50000 servicesScale Kubernetes to support 50000 services
Scale Kubernetes to support 50000 services
 
Meetup 23 - 02 - OVN - The future of networking in OpenStack
Meetup 23 - 02 - OVN - The future of networking in OpenStackMeetup 23 - 02 - OVN - The future of networking in OpenStack
Meetup 23 - 02 - OVN - The future of networking in OpenStack
 
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
Unrevealed Story Behind Viettel Network Cloud Hotpot | Đặng Văn Đại, Hà Mạnh ...
 
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
OpenStack Korea 2015 상반기스터디(devops) 스크립트로 오픈스택 설치하기 20150728
 
Policy-based Resource Placement
Policy-based Resource PlacementPolicy-based Resource Placement
Policy-based Resource Placement
 
Practical CNI
Practical CNIPractical CNI
Practical CNI
 
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
[OpenStack Day in Korea 2015] Track 1-6 - 갈라파고스의 이구아나, 인프라에 오픈소스를 올리다. 그래서 보이...
 
Is there still room for innovation in container orchestration and scheduling
Is there still room for innovation in container orchestration and scheduling Is there still room for innovation in container orchestration and scheduling
Is there still room for innovation in container orchestration and scheduling
 
HA in OpenStack service - meetup #9
HA in OpenStack service - meetup #9HA in OpenStack service - meetup #9
HA in OpenStack service - meetup #9
 
Get a Taste of 1 k+ Nodes by a Handful of Servers
Get a Taste of 1 k+ Nodes by a Handful of Servers Get a Taste of 1 k+ Nodes by a Handful of Servers
Get a Taste of 1 k+ Nodes by a Handful of Servers
 
Orchestration tool roundup kubernetes vs. docker vs. heat vs. terra form vs...
Orchestration tool roundup   kubernetes vs. docker vs. heat vs. terra form vs...Orchestration tool roundup   kubernetes vs. docker vs. heat vs. terra form vs...
Orchestration tool roundup kubernetes vs. docker vs. heat vs. terra form vs...
 
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN ControllerOpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
OpenStack KOREA 정기 세미나_OpenStack meet iNaaS SDN Controller
 
Overview of OpenDaylight Container Orchestration Engine Integration
Overview of OpenDaylight Container Orchestration Engine IntegrationOverview of OpenDaylight Container Orchestration Engine Integration
Overview of OpenDaylight Container Orchestration Engine Integration
 
Status of Embedded Linux
Status of Embedded LinuxStatus of Embedded Linux
Status of Embedded Linux
 
Kubernetes Networking
Kubernetes NetworkingKubernetes Networking
Kubernetes Networking
 
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
4. CNCF kubernetes Comparison of-existing-cni-plugins-for-kubernetes
 
Obstacles & Solutions for Livepatch Support on ARM64 Architecture
Obstacles & Solutions for Livepatch Support on ARM64 ArchitectureObstacles & Solutions for Livepatch Support on ARM64 Architecture
Obstacles & Solutions for Livepatch Support on ARM64 Architecture
 

Viewers also liked

Container Security
Container SecurityContainer Security
OpenDaylight OpenStack Integration
OpenDaylight OpenStack IntegrationOpenDaylight OpenStack Integration
OpenDaylight OpenStack Integration
LinuxCon ContainerCon CloudOpen China
 
Linuxcon secureefficientcontainerimagemanagementharbor
Linuxcon secureefficientcontainerimagemanagementharborLinuxcon secureefficientcontainerimagemanagementharbor
Linuxcon secureefficientcontainerimagemanagementharbor
LinuxCon ContainerCon CloudOpen China
 
Simplify Networking for Containers
Simplify Networking for ContainersSimplify Networking for Containers
Simplify Networking for Containers
LinuxCon ContainerCon CloudOpen China
 
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoT
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoTZephyr: Creating a Best-of-Breed, Secure RTOS for IoT
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoT
LinuxCon ContainerCon CloudOpen China
 
There is NO Open Source Business Model
There is NO Open Source Business ModelThere is NO Open Source Business Model
There is NO Open Source Business Model
LinuxCon ContainerCon CloudOpen China
 
Flowchain: A case study on building a Blockchain for the IoT
Flowchain: A case study on building a Blockchain for the IoTFlowchain: A case study on building a Blockchain for the IoT
Flowchain: A case study on building a Blockchain for the IoT
LinuxCon ContainerCon CloudOpen China
 
Rebuild - Simplifying Embedded and IoT Development Using Linux Containers
Rebuild - Simplifying Embedded and IoT Development Using Linux ContainersRebuild - Simplifying Embedded and IoT Development Using Linux Containers
Rebuild - Simplifying Embedded and IoT Development Using Linux Containers
LinuxCon ContainerCon CloudOpen China
 
Open Source Software Business Models Redux
Open Source Software Business Models ReduxOpen Source Software Business Models Redux
Open Source Software Business Models Redux
LinuxCon ContainerCon CloudOpen China
 
Secure Containers with EPT Isolation
Secure Containers with EPT IsolationSecure Containers with EPT Isolation
Secure Containers with EPT Isolation
LinuxCon ContainerCon CloudOpen China
 
UEFI HTTP/HTTPS Boot
UEFI HTTP/HTTPS BootUEFI HTTP/HTTPS Boot
From Resilient to Antifragile Chaos Engineering Primer
From Resilient to Antifragile Chaos Engineering PrimerFrom Resilient to Antifragile Chaos Engineering Primer
From Resilient to Antifragile Chaos Engineering Primer
LinuxCon ContainerCon CloudOpen China
 
Introduction to OCI Image Technologies Serving Container
Introduction to OCI Image Technologies Serving ContainerIntroduction to OCI Image Technologies Serving Container
Introduction to OCI Image Technologies Serving Container
LinuxCon ContainerCon CloudOpen China
 
Make Accelerator Pluggable for Container Engine
Make Accelerator Pluggable for Container EngineMake Accelerator Pluggable for Container Engine
Make Accelerator Pluggable for Container Engine
LinuxCon ContainerCon CloudOpen China
 
Build Robust Blockchain Services with Hyperledger and Containers
Build Robust Blockchain Services with Hyperledger and ContainersBuild Robust Blockchain Services with Hyperledger and Containers
Build Robust Blockchain Services with Hyperledger and Containers
LinuxCon ContainerCon CloudOpen China
 
How Open Source Communities do Standardization
How Open Source Communities do StandardizationHow Open Source Communities do Standardization
How Open Source Communities do Standardization
LinuxCon ContainerCon CloudOpen China
 
Quickly Debug VM Failures in OpenStack
Quickly Debug VM Failures in OpenStackQuickly Debug VM Failures in OpenStack
Quickly Debug VM Failures in OpenStack
LinuxCon ContainerCon CloudOpen China
 
Unikernelized Linux
Unikernelized LinuxUnikernelized Linux
Fully automated kubernetes deployment and management
Fully automated kubernetes deployment and managementFully automated kubernetes deployment and management
Fully automated kubernetes deployment and management
LinuxCon ContainerCon CloudOpen China
 

Viewers also liked (19)

Container Security
Container SecurityContainer Security
Container Security
 
OpenDaylight OpenStack Integration
OpenDaylight OpenStack IntegrationOpenDaylight OpenStack Integration
OpenDaylight OpenStack Integration
 
Linuxcon secureefficientcontainerimagemanagementharbor
Linuxcon secureefficientcontainerimagemanagementharborLinuxcon secureefficientcontainerimagemanagementharbor
Linuxcon secureefficientcontainerimagemanagementharbor
 
Simplify Networking for Containers
Simplify Networking for ContainersSimplify Networking for Containers
Simplify Networking for Containers
 
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoT
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoTZephyr: Creating a Best-of-Breed, Secure RTOS for IoT
Zephyr: Creating a Best-of-Breed, Secure RTOS for IoT
 
There is NO Open Source Business Model
There is NO Open Source Business ModelThere is NO Open Source Business Model
There is NO Open Source Business Model
 
Flowchain: A case study on building a Blockchain for the IoT
Flowchain: A case study on building a Blockchain for the IoTFlowchain: A case study on building a Blockchain for the IoT
Flowchain: A case study on building a Blockchain for the IoT
 
Rebuild - Simplifying Embedded and IoT Development Using Linux Containers
Rebuild - Simplifying Embedded and IoT Development Using Linux ContainersRebuild - Simplifying Embedded and IoT Development Using Linux Containers
Rebuild - Simplifying Embedded and IoT Development Using Linux Containers
 
Open Source Software Business Models Redux
Open Source Software Business Models ReduxOpen Source Software Business Models Redux
Open Source Software Business Models Redux
 
Secure Containers with EPT Isolation
Secure Containers with EPT IsolationSecure Containers with EPT Isolation
Secure Containers with EPT Isolation
 
UEFI HTTP/HTTPS Boot
UEFI HTTP/HTTPS BootUEFI HTTP/HTTPS Boot
UEFI HTTP/HTTPS Boot
 
From Resilient to Antifragile Chaos Engineering Primer
From Resilient to Antifragile Chaos Engineering PrimerFrom Resilient to Antifragile Chaos Engineering Primer
From Resilient to Antifragile Chaos Engineering Primer
 
Introduction to OCI Image Technologies Serving Container
Introduction to OCI Image Technologies Serving ContainerIntroduction to OCI Image Technologies Serving Container
Introduction to OCI Image Technologies Serving Container
 
Make Accelerator Pluggable for Container Engine
Make Accelerator Pluggable for Container EngineMake Accelerator Pluggable for Container Engine
Make Accelerator Pluggable for Container Engine
 
Build Robust Blockchain Services with Hyperledger and Containers
Build Robust Blockchain Services with Hyperledger and ContainersBuild Robust Blockchain Services with Hyperledger and Containers
Build Robust Blockchain Services with Hyperledger and Containers
 
How Open Source Communities do Standardization
How Open Source Communities do StandardizationHow Open Source Communities do Standardization
How Open Source Communities do Standardization
 
Quickly Debug VM Failures in OpenStack
Quickly Debug VM Failures in OpenStackQuickly Debug VM Failures in OpenStack
Quickly Debug VM Failures in OpenStack
 
Unikernelized Linux
Unikernelized LinuxUnikernelized Linux
Unikernelized Linux
 
Fully automated kubernetes deployment and management
Fully automated kubernetes deployment and managementFully automated kubernetes deployment and management
Fully automated kubernetes deployment and management
 

Similar to See what happened with real time kvm when building real time cloud pezhang@redhat.com.pdf

LF_OVS_17_OVS-DPDK Installation and Gotchas
LF_OVS_17_OVS-DPDK Installation and GotchasLF_OVS_17_OVS-DPDK Installation and Gotchas
LF_OVS_17_OVS-DPDK Installation and Gotchas
LF_OpenvSwitch
 
Known basic of NFV Features
Known basic of NFV FeaturesKnown basic of NFV Features
Known basic of NFV Features
Raul Leite
 
[OpenStack 하반기 스터디] HA using DVR
[OpenStack 하반기 스터디] HA using DVR[OpenStack 하반기 스터디] HA using DVR
[OpenStack 하반기 스터디] HA using DVR
OpenStack Korea Community
 
Network Automation Tools
Network Automation ToolsNetwork Automation Tools
Network Automation Tools
Edwin Beekman
 
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/StableSR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
juet-y
 
Implementing an IPv6 Enabled Environment for a Public Cloud Tenant
Implementing an IPv6 Enabled Environment for a Public Cloud TenantImplementing an IPv6 Enabled Environment for a Public Cloud Tenant
Implementing an IPv6 Enabled Environment for a Public Cloud Tenant
Shixiong Shang
 
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
Sungman Jang
 
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
OpenStack Korea Community
 
Spectre meltdown performance_tests - v0.3
Spectre meltdown performance_tests - v0.3Spectre meltdown performance_tests - v0.3
Spectre meltdown performance_tests - v0.3
David Pasek
 
Intel DPDK Step by Step instructions
Intel DPDK Step by Step instructionsIntel DPDK Step by Step instructions
Intel DPDK Step by Step instructions
Hisaki Ohara
 
Achieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVMAchieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVM
DevOps.com
 
Understanding kube proxy in ipvs mode
Understanding kube proxy in ipvs modeUnderstanding kube proxy in ipvs mode
Understanding kube proxy in ipvs mode
Victor Morales
 
Libvirt/KVM Driver Update (Kilo)
Libvirt/KVM Driver Update (Kilo)Libvirt/KVM Driver Update (Kilo)
Libvirt/KVM Driver Update (Kilo)
Stephen Gordon
 
Achieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVMAchieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVM
data://disrupted®
 
SR-IOV+KVM on Debian/Stable
SR-IOV+KVM on Debian/StableSR-IOV+KVM on Debian/Stable
SR-IOV+KVM on Debian/Stable
juet-y
 
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker Containers
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker ContainersDockerCon14 Performance Characteristics of Traditional VMs vs. Docker Containers
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker ContainersDocker, Inc.
 
Openstack Networking Internals - first part
Openstack Networking Internals - first partOpenstack Networking Internals - first part
Openstack Networking Internals - first part
lilliput12
 
KVM Enhancements for OPNFV
KVM Enhancements for OPNFVKVM Enhancements for OPNFV
KVM Enhancements for OPNFV
OPNFV
 
NetBSD on Google Compute Engine (en)
NetBSD on Google Compute Engine (en)NetBSD on Google Compute Engine (en)
NetBSD on Google Compute Engine (en)
Ryo ONODERA
 
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017 - ...
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017  - ...Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017  - ...
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017 - ...
Haidee McMahon
 

Similar to See what happened with real time kvm when building real time cloud pezhang@redhat.com.pdf (20)

LF_OVS_17_OVS-DPDK Installation and Gotchas
LF_OVS_17_OVS-DPDK Installation and GotchasLF_OVS_17_OVS-DPDK Installation and Gotchas
LF_OVS_17_OVS-DPDK Installation and Gotchas
 
Known basic of NFV Features
Known basic of NFV FeaturesKnown basic of NFV Features
Known basic of NFV Features
 
[OpenStack 하반기 스터디] HA using DVR
[OpenStack 하반기 스터디] HA using DVR[OpenStack 하반기 스터디] HA using DVR
[OpenStack 하반기 스터디] HA using DVR
 
Network Automation Tools
Network Automation ToolsNetwork Automation Tools
Network Automation Tools
 
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/StableSR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
SR-IOV, KVM and Emulex OneConnect 10Gbps cards on Debian/Stable
 
Implementing an IPv6 Enabled Environment for a Public Cloud Tenant
Implementing an IPv6 Enabled Environment for a Public Cloud TenantImplementing an IPv6 Enabled Environment for a Public Cloud Tenant
Implementing an IPv6 Enabled Environment for a Public Cloud Tenant
 
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
20151222_Interoperability with ML2: LinuxBridge, OVS and SDN
 
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
[OpenStack 하반기 스터디] Interoperability with ML2: LinuxBridge, OVS and SDN
 
Spectre meltdown performance_tests - v0.3
Spectre meltdown performance_tests - v0.3Spectre meltdown performance_tests - v0.3
Spectre meltdown performance_tests - v0.3
 
Intel DPDK Step by Step instructions
Intel DPDK Step by Step instructionsIntel DPDK Step by Step instructions
Intel DPDK Step by Step instructions
 
Achieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVMAchieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVM
 
Understanding kube proxy in ipvs mode
Understanding kube proxy in ipvs modeUnderstanding kube proxy in ipvs mode
Understanding kube proxy in ipvs mode
 
Libvirt/KVM Driver Update (Kilo)
Libvirt/KVM Driver Update (Kilo)Libvirt/KVM Driver Update (Kilo)
Libvirt/KVM Driver Update (Kilo)
 
Achieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVMAchieving the Ultimate Performance with KVM
Achieving the Ultimate Performance with KVM
 
SR-IOV+KVM on Debian/Stable
SR-IOV+KVM on Debian/StableSR-IOV+KVM on Debian/Stable
SR-IOV+KVM on Debian/Stable
 
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker Containers
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker ContainersDockerCon14 Performance Characteristics of Traditional VMs vs. Docker Containers
DockerCon14 Performance Characteristics of Traditional VMs vs. Docker Containers
 
Openstack Networking Internals - first part
Openstack Networking Internals - first partOpenstack Networking Internals - first part
Openstack Networking Internals - first part
 
KVM Enhancements for OPNFV
KVM Enhancements for OPNFVKVM Enhancements for OPNFV
KVM Enhancements for OPNFV
 
NetBSD on Google Compute Engine (en)
NetBSD on Google Compute Engine (en)NetBSD on Google Compute Engine (en)
NetBSD on Google Compute Engine (en)
 
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017 - ...
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017  - ...Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017  - ...
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017 - ...
 

More from LinuxCon ContainerCon CloudOpen China

kdump: usage and_internals
kdump: usage and_internalskdump: usage and_internals
kdump: usage and_internals
LinuxCon ContainerCon CloudOpen China
 
Building a Better Thermostat
Building a Better ThermostatBuilding a Better Thermostat
Building a Better Thermostat
LinuxCon ContainerCon CloudOpen China
 
OCI Support in Mesos
OCI Support in MesosOCI Support in Mesos
Libvirt API Certification
Libvirt API CertificationLibvirt API Certification
Libvirt API Certification
LinuxCon ContainerCon CloudOpen China
 
Rethinking the OS
Rethinking the OSRethinking the OS
Releasing a Distribution in the Age of DevOps.
Releasing a Distribution in the Age of DevOps. Releasing a Distribution in the Age of DevOps.
Releasing a Distribution in the Age of DevOps.
LinuxCon ContainerCon CloudOpen China
 

More from LinuxCon ContainerCon CloudOpen China (6)

kdump: usage and_internals
kdump: usage and_internalskdump: usage and_internals
kdump: usage and_internals
 
Building a Better Thermostat
Building a Better ThermostatBuilding a Better Thermostat
Building a Better Thermostat
 
OCI Support in Mesos
OCI Support in MesosOCI Support in Mesos
OCI Support in Mesos
 
Libvirt API Certification
Libvirt API CertificationLibvirt API Certification
Libvirt API Certification
 
Rethinking the OS
Rethinking the OSRethinking the OS
Rethinking the OS
 
Releasing a Distribution in the Age of DevOps.
Releasing a Distribution in the Age of DevOps. Releasing a Distribution in the Age of DevOps.
Releasing a Distribution in the Age of DevOps.
 

Recently uploaded

DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
DianaGray10
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
UiPathCommunity
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
OnBoard
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
Product School
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Product School
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 

Recently uploaded (20)

DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdfLeading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 

See what happened with real time kvm when building real time cloud pezhang@redhat.com.pdf

  • 1. See What Happened With Real-Time KVM When Building Real Time Cloud? Pei Zhang (张 培) pezhang@redhat.com June 20, 2017
  • 2. Agenda 1. Background 2. Build real time cloud 3. Configure Open vSwitch, DPDK and vhost-user in real time environment 4. Show performance testing results 2
  • 4. 1.1 Real-Time Real-Time is about determinism, constant and predictive behaviour. 4
  • 5. 1.2 Network Function Virtualization(NFV) 5 Network functions will be implemented in software that can run on a range of industry standard server hardware. Dedicated network appliances will be replaced by virtualization and software.
  • 6. 1.3 FCAPS in Telecommunications 6 ● Fault management ● Configuration management ● Accounting management ● Performance management ○ Throughput, network response times, packet loss rates, etc ● Security management
  • 7. 2. Build real time cloud 7
  • 8. 8 2.1 Real-Time in OpenStack
  • 9. 2.2 Strict pre-requisites for compute nodes 9 - Set up BIOS - Install real time kernel/kvm - Isolate cores - Set hugepages
  • 10. - Real time policy - Pin vCPUs to individual cores - Set housekeeping cores and real time cores - Reserve hugepages - Avoid devices which cause high latency 10 2.3 Configure Nova for launching real time VM
  • 11. 3. Configure Open vSwitch, DPDK and vhost-user in real time environment 11
  • 12. 12 ● Real-Time OS in the VNF ● Real-Time KVM in the NFVI 3.1 NFV Solution
  • 13. 3.2 VM with Open vSwitch, DPDK and vhost-user 13 - Poll mode driver - Hugepage - User space - Strict NUMA policy - Real time scheduling - Individual cores pinning
  • 16. 4. Show performance testing results 16
  • 17. 4.1 Real-Time KVM latency testing 17 Versions: Red Hat Enterprise Linux 7 Testing environment: CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz vCPU 1 vCPU 2 vCPU 3 vCPU 4 vCPU 5 vCPU 6 vCPU 7 vCPU 8 Min(us) 00006 00006 00006 00006 00006 00005 00006 00006 Avg(us) 00006 00006 00006 00006 00006 00006 00006 00006 Max(us) 00012 00012 00012 00011 00016 00012 00012 00017 - Multiple vCPUs in VM
  • 18. 4.1 Real-Time KVM latency testing 18 Versions: Red Hat Enterprise Linux 7 Testing environment: CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz VM 1 VM 2 VM 3 VM 4 Min(us) 00005 00005 00005 00005 Avg(us) 00006 00006 00006 00006 Max(us) 00012 00011 00013 00013 - Multiple VMs
  • 19. 4.2 Network layer 2 latency testing 19 1 hour Min(us) Avg(us) Max(us) v_95p v_99p v_9999p KVM / 2Q 15.987 17.077 777.990 17.555 18.547 23.692 RT-KVM /2Q 15.916 16.429 39.084 17.004 17.171 17.683 Testing environment: CPU: Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz NIC: 10-Gigabit X540-AT2 Versions: Red Hat Enterprise Linux 7
  • 21. 21 # cat /proc/cmdline BOOT_IMAGE=/vmlinuz-3.10.0-661.rt56.579.el7.x86_64 ...default_hugepagesz=1G iommu=pt intel_iommu=on isolcpus=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16 nohz=on nohz_full=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16 rcu_nocbs=1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,30,28,26,24,22,20,18,16 intel_pstate=disable nosoftlockup # tuned-adm active Current active profile: realtime-virtual-host # cat /usr/lib/tuned/realtime-virtual-host/lapic_timer_adv_ns 3500 # cat /sys/module/kvm/parameters/lapic_timer_advance_ns 3500 # cat /sys/devices/system/node/node0/hugepages/hugepages-1048576kB/nr_hugepages 20 - Configuring compute node Appendix
  • 22. [root@compute1 ~]# cat /etc/nova/nova.conf vcpu_pin_set=2,4,6,8,10,12,14,16,18 … [root@compute1 ~]# source admin-openrc [root@compute1 ~]# nova flavor-key 1 set hw:cpu_policy=dedicated [root@compute1 ~]# nova flavor-key 1 set hw:cpu_realtime=yes [root@compute1 ~]# nova flavor-key 1 set hw:cpu_realtime_mask="^0-1" [root@compute1 ~]# nova flavor-key 1 set hw:mem_page_size=1GB 22 - configuring nova
  • 23. 23 vCPU pin Real time Hugepage <memoryBacking> <hugepages> <page size='1048576' unit='KiB' nodeset='0'/> </hugepages> <locked/> </memoryBacking> <vcpu placement='static'>2</vcpu> <cputune> <vcpupin vcpu='0' cpuset='19'/> <vcpupin vcpu='1' cpuset='18'/> <emulatorpin cpuset='1,3,5,7,9'/> <vcpusched vcpus='0-1' scheduler='fifo' priority='1'/> </cputune> <cpu mode='host-passthrough'> <feature policy='require' name='tsc-deadline'/> </cpu> Note: Remove devices which will cause high latency: 1. All USB support 2. All Spice support and QXL hardware 3. Virtio serial and guest agent sockets 4. Sound card - booting VM
  • 24. 24 # cat /proc/cmdline BOOT_IMAGE=/vmlinuz-3.10.0-661.rt56.579.el7.x86_64 root=/dev/mapper/rhel-root ro crashkernel=auto rd.lvm.lv=rhel/root rd.lvm.lv=rhel/swap rhgb quiet LANG=en_US.UTF-8 console=tty0 console=ttyS0,115200 isolcpus=1 nohz=on nohz_full=1 rcu_nocbs=1 intel_pstate=disable nosoftlockup # tuned-adm active Current active profile: realtime-virtual-guest - Configuring VM
  • 25. - Set up of Open vSwitch 1. Bind network devices to the driver dpdk supported, like vfio-pci 2. Open DPDK support option # ovs-vsctl --no-wait set Open_vSwitch . other_config:dpdk-init=true 3. Use hugepage # ovs-vsctl --no-wait set Open_vSwitch . other_config:dpdk-socket-mem="1024,1024" 4. Create DPDK ports and vhost-user ports #ovs-vsctl add-port ovsbr1 dpdk1 -- set Interface dpdk1 type=dpdk # ovs-vsctl add-port ovsbr1 vhost-user1 -- set Interface vhost-user1 type=dpdkvhostuserclient options:vhost-server-path=/tmp/vhostuser1.sock # ovs-vsctl add-port ovsbr0 vhost-user0 -- set Interface vhost-user0 type=dpdk vhostuser 5. Pin each PMD thread to individual isolate core Eg. 4 port, 4 pmd thread, 4 individual cores. 6. Follow strict NUMA placement policy Should use cores and hugepage of same NUMA with network devices locate 7. Change the real time scheduling of all PMD processes. # chrt -fp 95 $processID 25
  • 26. - Set up of VM 1. Follow strict NUMA placement policy Should use cores and hugepage of same NUMA with host network devices(or Open vSwitch) 2. Boot with enough vCPUs 3. Add network devices with vhost-user client/server mode If Open vSwitch vhost-user ports is client mode, then guest should be server mode. Vice visa. 26