Introduction¶
Overview¶
The Reference Model (RM) specifies a virtualisation technology agnostic (VM-based and container-based) cloud infrastructure abstraction and acts as a “catalogue” of the exposed infrastructure capabilities, resources, and interfaces required by the workloads. This document has been developed by the Linux Foundation Networking project Anuket Project.
Problem Statement: Based on community consultations, including telco operators, technology suppliers, and software developers, there is a realisation that there are significant technical, operational, and business challenges to the development and deployment of Virtual Network Functions (VNF) and Cloud Native Network Functions (CNF) due to the lack of a common cloud infrastructure platform. These include but are not limited to the following:
Higher development costs due to the need to develop virtualised/containerised network applications on multiple custom platforms for each operator.
Increased complexities due to the need to maintain multiple versions of applications to support each custom environment.
Lack of testing and validation commonalities, leading to inefficiencies and increased time to market. While the operators will still perform internal testing, the application developers utilising an industry standard verification program on a common cloud infrastructure would lead to efficiencies and faster time to market.
Slower adoption of cloud-native applications and architectures. A common telco cloud may provide an easier path to methodologies that will drive faster cloud-native development.
Increased operational overhead due to the need for operators to integrate diverse and sometime conflicting cloud platform requirements.
One of major challenges holding back the more rapid and widespread adoption of virtualised/containerised network applications is when, while building or designing their virtualised services, specific infrastructure assumptions and requirements are implied, often with custom design parameters. This leaves the operators being forced to build complex integrations of various vendor/function specific silos which are incompatible with each other and might possibly have different and conflicting operating models. In addition, this makes the onboarding and conformance processes of VNFs/CNFs (coming from different vendors) hard to automate and standardise. The need for a common model across the industry to facilitate more rapid adoption is clear.
The document starts from the abstract and as it progresses it increasingly gets into more details. It follows the traditional design process where you start from core principles, progress to abstract concepts and models, then finish with operational considerations, such as security and lifecycle management.
Chapter 01 - Introduction: Overall scope of the Reference Model document including the goals and objectives of the project.
Audience: This chapter is written for a general technical audience with interest in this topic.
Chapter 02 - Workload requirements & Analysis: High level requirements and core principles needed to understand how the model was developed. Addresses the thinking behind the decisions that were made.
Audience: This chapter is written for architects and others with an interest in how the decisions were made.
Chapter 03 - Modelling: The high-level cloud infrastructure model itself.
Audience: This chapter is written for architects and others who wants to gain a quick high-level understanding of the model.
Chapter 04 - Infrastructure Capabilities, Metrics, and Catalogue: Details about the capabilities needed to support the various types of workloads and how the capabilities are applied to the model. The details regarding T-shirt sizes and other considerations are found in this section.
Audience: This chapter is written for architects, developers and others who need to deploy infrastructure or develop applications.
Chapter 05 - Feature set and Requirements from Infrastructure: This chapter goes into more details on what needs to be part of the cloud infrastructure. It describes the software and hardware capabilities and configurations recommended for the different types of cloud infrastructure profiles.
Audience: This chapter is written for architects, developers and others who need to deploy infrastructure or develop applications.
Chapter 06 - External Interfaces: This chapter covers APIs and any actual interfaces needed to communicate with the workloads and any other external components.
Audience: This chapter is written for architects, developers and others who need to develop APIs or develop applications that use the APIs.
Chapter 07 - Security: This chapter identifies the security requirements that need to be taken into consideration when designing and implementing a cloud infrastructure environment. It does not cover details related to company specific requirements to meet regulatory requirements.
Audience: This chapter is written for security professional, architects, developers and others who need to understand the role of security in the cloud infrastructure environment.
Chapter 08 - Hybrid Multi-Cloud: Data Center to Edge: A generic telco cloud is a hybrid multi-cloud or a federated cloud that has deployments in large data centers, central offices or colocation facilities, and the edge. This chapter discusses the characteristics of telco edge and hybrid multi-cloud.
Audience: This chapter is written for a general technical audience with interest in this topic.
Chapter 09 - Life Cycle Management: This chapter focuses on the operational aspects of the cloud infrastructure. Discussions include deployment considerations, on-going management, upgrades and other lifecycle concerns and requirements. It does not cover details related to company specific operational requirements, nor does it go into how the cloud infrastructure will interface with existing BSS/OSS systems.
Audience: This chapter is written for lifecycle managers, operational support teams and others who need to support the infrastructure or the applications.
Chapter 10 - Challenges and Gaps: Opportunities for future developments as technology changes over time.
Audience: This chapter is written for a general technical audience with interest in this topic.
Scope¶
This Reference Model document focuses on identifying the abstractions, and associated concepts, that are needed to represent the cloud infrastructure. Figure 4 Scope of Reference Model.
Figure 4 Scope of Reference Model¶
This document specifies:
Cloud Infrastructure abstraction: in context with how it interacts with the other components required to build a complete cloud system that supports workloads deployed in Virtual Machines (VM) or containers. Network function workloads that are deployed on virtual machines and containers are referred to as virtual network functions (VNF) and containerised network functions (CNF), respectively; please note that it is now more common to refer CNFs as cloud native network functions.
Cloud Infrastructure capabilities & metrics: A set of cloud infrastructure capabilities and metrics required to perform telco scale network functions and satisfy their performance criterion.
Infrastructure profiles catalogue: A catalogue of standard infrastructure software and hardware configurations, referred to as profiles; these profiles abstract the infrastructure for the workloads. Only a few profiles, with well-defined characteristics, can meet the operational and performance requirements of all workloads.
Cloud Infrastructure Software and Hardware profiles:
Cloud Infrastructure software profiles: These software profiles are components of the corresponding infrastructure profiles within the infrastructure profiles catalogue, and specify the host infrastructure software configurations.
Cloud Infrastructure hardware profiles: These hardware profiles are components of the corresponding infrastructure profiles within the infrastructure profiles catalogue, and specify the host infrastructure hardware configurations.
Conformance and verification:
Conformance programs: These define the requirements for verification and validation programs for both the cloud infrastructure and workloads.
Test framework: This document provides input into test suites to allow conformance of cloud infrastructure and workloads.
Principles¶
The Reference Model specifications conform to the overall principles defined in Anuket General Principles.
Definitions/Terminology/Abbreviations¶
To help guide the reader, the Reference Model Glossary provides an introduction to the main terms used within this document and throughout the project in general. These definitions are, with a few exceptions, based on the ETSI GR NFV 003 [1] definitions. In a few cases, they have been modified to avoid deployment technology dependencies only when it seems necessary to avoid confusion.
Please refer to Abbreviations for a full list of abbreviations used in this document.
Conventions¶
The key words “must”, “must not”, “required”, “shall”, “shall not”, “should”, “should not”, “recommended”, “may”, and “optional” in this document are to be interpreted as described in RFC2119 [2].
References¶
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Object storage api. URL: https://docs.openstack.org/api-ref/object-store/index.html.
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Networking service apis. URL: https://docs.openstack.org/api-ref/network/.
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Networking api v2.0. URL: https://docs.openstack.org/api-ref/network/v2/.
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Compute api. URL: https://docs.openstack.org/api-ref/compute/.
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Compute rest api version history. URL: https://docs.openstack.org/nova/latest/reference/api-microversion-history.html.
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Placement api. URL: https://docs.openstack.org/api-ref/placement/.
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Placement rest api version history. URL: https://docs.openstack.org/placement/latest/placement-api-microversion-history.html.
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Orchestration service api. URL: https://docs.openstack.org/api-ref/orchestration/.
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Template version history. URL: https://docs.openstack.org/heat/latest/template_guide/hot_spec.html.
- 140
Heat orchestration template (hot) specification. URL: https://docs.openstack.org/heat/latest/template_guide/hot_spec.html#rocky.
- 141
Openstack apis. URL: https://docs.openstack.org/api-ref/.
- 142
Kubernetes apis. URL: https://kubernetes.io/docs/concepts/overview/kubernetes-api/.
- 143
Kvm apis. URL: https://www.kernel.org/doc/Documentation/virtual/kvm/api.txt.
- 144
Libvirt apis. URL: https://libvirt.org/html/index.html.
- 145
Barbican api. URL: https://docs.openstack.org/barbican/latest/api/.
- 146
Openstack - security boundaries and threats. URL: https://docs.openstack.org/security-guide/introduction/security-boundaries-and-threats.html.
- 147
Openstack security guide. URL: https://docs.openstack.org/security-guide/introduction/introduction-to-openstack.html.
- 148
Mitre - common vulnerabilities and exposures. URL: https://cve.mitre.org/.
- 149
National institute of standards and technology vulnerabilities metrics. URL: https://nvd.nist.gov/vuln-metrics/cvss.
- 150
Openstack security guide - identity. URL: https://docs.openstack.org/security-guide/identity.html.
- 151
Openstack security guide - authentication methods. URL: https://docs.openstack.org/security-guide/identity/authentication-methods.html.
- 152
Openstack security guide - policies. URL: https://docs.openstack.org/security-guide/identity/policies.html#policy-section.
- 153
Openstack keystone default roles. URL: https://docs.openstack.org/keystone/latest/admin/service-api-protection.html.
- 154
Openstack - introduction to tls and ssl. URL: https://docs.openstack.org/security-guide/secure-communication/introduction-to-ssl-and-tls.html.
- 155
Center for internet security cis-cat pro. URL: https://www.cisecurity.org/cybersecurity-tools/cis-cat-pro/.
- 156
Center for internet security benchmarks. URL: https://www.cisecurity.org/cis-benchmarks/.
- 157
Openstack image signature verification. URL: https://docs.openstack.org/glance/wallaby/user/signature.html.
- 158
Openstack - sr-iov passthrough for networking. URL: https://wiki.openstack.org/wiki/SR-IOV-Passthrough-For-Networking.
- 159
Openstack trusted images. URL: https://docs.openstack.org/security-guide/instance-management/security-services-for-instances.html#trusted-images.
- 160
Openstack virtual machine image guide. URL: https://docs.openstack.org/image-guide/.
- 161
Adding signed images. URL: https://docs.openstack.org/operations-guide/ops-user-facing-operations.html#adding-signed-images.
- 162
Network functions virtualisation (nfv) release 4; protocols and data models; vnf package and pnfd archive specification. ETSI GS NFV-SOL 004 V4.3.1, July 2022. URL: https://www.etsi.org/deliver/etsi_gs/NFV-SOL/001_099/004/04.03.01_60/gs_NFV-SOL004v040301p.pdf.
- 163
Network functions virtualisation (nfv) release 2; security; vnf package security specification. ETSI GS NFV-SEC 021 V2.6.1, June 2019. URL: https://www.etsi.org/deliver/etsi_gs/NFV-SEC/001_099/021/02.06.01_60/gs_nfv-sec021v020601p.pdf.
- 164
Foreman. URL: https://www.theforeman.org/.
- 165
Ansible documentation. URL: https://docs.ansible.com/.
- 166
Openstack tripleo architecture. URL: https://docs.openstack.org/tripleo-docs/latest/install/introduction/architecture.html#project-architecture.
- 167
Ovp. URL: https://www.opnfv.org/verification.
- 168
Jenkins. URL: https://build.opnfv.org/.
- 169
Test dabase. URL: https://docs.opnfv.org/en/stable-hunter/_images/OPNFV_testing_working_group.png.
- 170
S3 compatible storage service. URL: http://artifacts.opnfv.org/.
- 171
Functest-wallaby-zip. URL: https://build.opnfv.org/ci/job/functest-wallaby-zip/4/console.
- 172
Xtesting ci. URL: https://galaxy.ansible.com/collivier/xtesting.
- 173
Docker. URL: https://www.docker.com/.
- 174
Xtesting. URL: https://xtesting.readthedocs.io/en/latest/.
- 175
Opnfv fraser. URL: https://www.sdxcentral.com/articles/news/opnfvs-6th-release-brings-testing-capabilities-that-orange-is-already-using/2018/05/.
- 176
Xtesting python package. URL: https://pypi.org/project/xtesting/.
- 177
Test case execution description. URL: https://git.opnfv.org/functest-xtesting/tree/docker/core/testcases.yaml.
- 178
Ci/cd toolchains in a few commands. URL: https://github.com/collivier/ansible-role-xtesting#readme.
- 179
Ci/cd deployment models. URL: https://lists.opnfv.org/g/opnfv-tsc/message/5702.
- 180
Anuket releng. URL: https://git.opnfv.org/releng/tree/jjb/functest.
- 181
Test case result dump. URL: http://artifacts.opnfv.org/functest/9ID39XK47PMZ.zip.
- 182
Xtesting samples. URL: https://git.opnfv.org/functest-xtesting/plain/ansible/site.yml?h=stable/wallaby.
- 183
Openstack verification. URL: https://git.opnfv.org/functest/plain/ansible/site.yml?h=stable/wallaby.
- 184
Anuket rc1. URL: https://git.opnfv.org/functest/plain/ansible/site.cntt.yml?h=stable/wallaby.
- 185
Kubernetes verification. URL: https://git.opnfv.org/functest-kubernetes/plain/ansible/site.yml?h=stable/v1.22.
- 186
Functest. URL: https://functest.readthedocs.io/en/stable-wallaby/.
- 187
Refstack. URL: https://refstack.openstack.org/.
- 188
Networking bgpvpn. URL: https://docs.openstack.org/networking-bgpvpn/latest/.
- 189
Networking sfc. URL: https://docs.openstack.org/networking-sfc/latest/.
- 190
Devstack gates. URL: https://docs.opendev.org/opendev/system-config/latest/devstack-gate.html.
- 191
Rally. URL: https://github.com/openstack/rally-openstack.
- 192
Temptest. URL: https://github.com/openstack/tempest.
- 193
Temptest. URL: https://docs.openstack.org/devstack/latest/.
- 194
Raspberry pi. URL: https://www.raspberrypi.org/.
- 195
Functest daily jobs. URL: https://build.opnfv.org/ci/view/functest/job/functest-wallaby-daily/17/.
- 196
Openstack performance tools. URL: https://docs.openstack.org/developer/performance-docs/methodologies/tools.html.
- 197
Run alpine functest containers (wallaby). URL: https://wiki.anuket.io/display/HOME/Functest+Wallaby.
- 198
Functest gates. URL: https://build.opnfv.org/ci/view/functest.
- 199
New functest cntt containers. URL: https://lists.opnfv.org/g/opnfv-tsc/message/5717.
- 200
Keystone-tempest-plugin. URL: https://opendev.org/openstack/keystone-tempest-plugin.
- 201
Functest smoke cntt. URL: https://git.opnfv.org/functest/tree/docker/smoke-cntt/testcases.yaml?h=stable%2Fwallaby.
- 202
Cinder-tempest-plugin. URL: https://opendev.org/openstack/cinder-tempest-plugin.
- 203
Functest review 68881. URL: https://gerrit.opnfv.org/gerrit/68881.
- 204
Functest review 71011. URL: https://gerrit.opnfv.org/gerrit/71011.
- 205
Openstack bug 1770179. URL: https://launchpad.net/bugs/1770179.
- 206
Openstack bug 1677525. URL: https://launchpad.net/bugs/1677525.
- 207
Openstack bug 1317133. URL: https://launchpad.net/bugs/1317133.
- 208
Openstack bug 1905432. URL: https://launchpad.net/bugs/1905432.
- 209
Neutron-tempest-plugin. URL: https://opendev.org/openstack/neutron-tempest-plugin.
- 210
Openstack bug 1863707. URL: https://launchpad.net/bugs/1863707.
- 211
Functest review 69105. URL: https://gerrit.opnfv.org/gerrit/69105.
- 212
Openstack bug 1676207. URL: https://launchpad.net/bugs/1676207.
- 213
Openstack bug 1836595. URL: https://launchpad.net/bugs/1836595.
- 214
Openstack bug 1186354. URL: https://launchpad.net/bugs/1186354.
- 215
Openstack bug 1014647. URL: https://launchpad.net/bugs/1014647.
- 216
Openstack bug 1311500. URL: https://launchpad.net/bugs/1311500.
- 217
Openstack bug 1161411. URL: https://launchpad.net/bugs/1161411.
- 218
Openstack bug 1540645. URL: https://launchpad.net/bugs/1540645.
- 219
Heat-tempest-plugin. URL: https://opendev.org/openstack/heat-tempest-plugin.
- 220
Openstack story 2007804. URL: https://storyboard.openstack.org/#!/story/2007804.
- 221
Functest review 69926. URL: https://gerrit.opnfv.org/gerrit/69926.
- 222
Functest review 69931. URL: https://gerrit.opnfv.org/gerrit/69931.
- 223
Functest review 70004. URL: https://gerrit.opnfv.org/gerrit/70004.
- 224
Tempest-horizon. URL: https://github.com/openstack/tempest-horizon.
- 225
Functest healthcheck. URL: https://git.opnfv.org/functest/tree/docker/healthcheck/testcases.yaml?h=stable%2Fwallaby.
- 226
Functest benchmarking cntt. URL: https://git.opnfv.org/functest/tree/docker/benchmarking-cntt/testcases.yaml?h=stable%2Fwallaby.
- 227
Rally_full_cntt. URL: http://artifacts.opnfv.org/functest/KDBNITEN317M/functest-opnfv-functest-benchmarking-cntt-wallaby-rally_full_cntt-run-5/rally_full_cntt/rally_full_cntt.html.
- 228
Rally_jobs_cntt. URL: http://artifacts.opnfv.org/functest/KDBNITEN317M/functest-opnfv-functest-benchmarking-cntt-wallaby-rally_jobs_cntt-run-5/rally_jobs_cntt/rally_jobs_cntt.html.
- 229
Vmtp. URL: http://vmtp.readthedocs.io/en/latest.
- 230
Shaker. URL: https://pyshaker.readthedocs.io/en/latest/.
- 231
Vmtp scenarios. URL: http://artifacts.opnfv.org/functest/KDBNITEN317M/functest-opnfv-functest-benchmarking-wallaby-vmtp-run-8/vmtp/vmtp.json.
- 232
Functest vmtp. URL: http://artifacts.opnfv.org/functest/KDBNITEN317M/functest-opnfv-functest-benchmarking-wallaby-vmtp-run-8/vmtp/vmtp.html.
- 233
Shaker scenarios. URL: http://artifacts.opnfv.org/functest/KDBNITEN317M/functest-opnfv-functest-benchmarking-wallaby-shaker-run-8/shaker/report.json.
- 234
Functest vnf. URL: https://git.opnfv.org/functest/tree/docker/vnf/testcases.yaml?h=stable%2Fwallaby.
- 235
Clearwater ims. URL: https://clearwater.readthedocs.io/en/stable/.
- 236
Vyos vrouter. URL: https://www.vyos.io/.
- 237
Openairinterface vepc. URL: https://www.openairinterface.org/.
- 238
Cloudify. URL: https://cloudify.co.
- 239
Juju. URL: https://jaas.ai/.
- 240
Clearwater-live-test. URL: https://github.com/Metaswitch/clearwater-live-test.
- 241
Docker http/https proxy. URL: https://docs.docker.com/config/daemon/systemd/#httphttps-proxy.
- 242
Openstack autoscaling with heat. URL: https://docs.openstack.org/senlin/latest/scenarios/autoscaling_heat.html.
- 243
Reference model for cloud infrastructure (rm). GSMA PRD NG.126 v3.0, 2022.
- 244
Kubernetes documentation. URL: https://kubernetes.io/docs/home/.
- 245
What is kubernetes. URL: https://kubernetes.io/docs/concepts/overview/.
- 246
Scott O. Bradner. Key words for use in rfcs to indicate requirement levels. RFC 2119, March 1997. URL: https://www.rfc-editor.org/info/rfc2119, doi:10.17487/RFC2119.
- 247
Cis password policy guide. URL: https://www.cisecurity.org/insights/white-papers/cis-password-policy-guide.
- 248
Cis controls list. URL: https://www.cisecurity.org/controls/cis-controls-list.
- 249
Cve - common vulnerabilities and exposures. URL: https://cve.mitre.org/.
- 250
Sbom - software bill of materials. URL: https://ntia.gov/page/software-bill-materials.
- 251
Cloud security alliance. URL: https://cloudsecurityalliance.org/.
- 252
Owasp cheat sheet series (ocss). URL: https://github.com/OWASP/CheatSheetSeries/.
- 253
Owasp top ten security risks. URL: https://owasp.org/www-project-top-ten/.
- 254
Owasp software maturity model (samm). URL: https://owaspsamm.org/.
- 255
Owasp web security testing guide. URL: https://github.com/OWASP/wstg/.
- 256
Iso/iec 27001. URL: https://www.iso.org/obp/ui/#iso:std:iso-iec:27001:ed-2:v1:en.
- 257
Iso/iec 27032. URL: https://www.iso.org/obp/ui/#iso:std:iso-iec:27032:ed-1:v1:en.
- 258
Cncf kubernetes conformance. URL: https://github.com/cncf/k8s-conformance.
- 259
Open container initiative (oci) runtime spec. URL: https://github.com/opencontainers/runtime-spec.
- 260
Kubernetes docs - pod. URL: https://kubernetes.io/docs/concepts/workloads/pods.
- 261
Kubernetes docs - replicaset. URL: https://kubernetes.io/docs/concepts/workloads/controllers/replicaset.
- 262
Kubernetes docs - deployment. URL: https://kubernetes.io/docs/concepts/workloads/controllers/deployment.
- 263
Kubernetes docs - daemonset. URL: https://kubernetes.io/docs/concepts/workloads/controllers/daemonset.
- 264
Kubernetes docs - job. URL: https://kubernetes.io/docs/concepts/workloads/controllers/job.
- 265
Kubernetes docs - cronjob. URL: https://kubernetes.io/docs/concepts/workloads/controllers/cron-jobs.
- 266
Kubernetes docs - statefulset. URL: https://kubernetes.io/docs/concepts/workloads/controllers/statefulset.
- 267
Kubernetes docs - cpu manager. URL: https://kubernetes.io/docs/tasks/administer-cluster/cpu-management-policies.
- 268
Kubernetes docs - huge pages. URL: https://kubernetes.io/docs/tasks/manage-hugepages/scheduling-hugepages.
- 269
Kubernetes docs - memory manager. URL: https://kubernetes.io/docs/tasks/administer-cluster/memory-manager.
- 270
Kubernetes docs - topology manager. URL: https://kubernetes.io/docs/tasks/administer-cluster/topology-manager.
- 271
Kubernetes node feature discovery. URL: https://kubernetes-sigs.github.io/node-feature-discovery/.
- 272
Kubernetes docs - device plugin framework. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/device-plugins.
- 273
Kubernetes sr-iov network device plugin. URL: https://github.com/k8snetworkplumbingwg/sriov-network-device-plugin.
- 274
Github: multus-cni. URL: https://github.com/k8snetworkplumbingwg/multus-cni.
- 275
Kubernetes docs - network plugins. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins.
- 276
Kubernetes network custom resource definition. URL: https://github.com/k8snetworkplumbingwg/multi-net-spec.
- 277
Tungsten fabric. URL: https://tungsten.io/.
- 278
Af_xdp device plugin. URL: https://github.com/intel/afxdp-plugins-for-kubernetes.
- 279
Cloud native data plane. URL: https://cndp.io/.
- 280
Dpdk af_xdp poll mode driver. URL: https://doc.dpdk.org/guides/nics/af_xdp.html.
- 281
Kubernetes docs - ingress. URL: https://kubernetes.io/docs/concepts/services-networking/ingress.
- 282
Kubernetes docs - service. URL: https://kubernetes.io/docs/concepts/services-networking/service.
- 283
Kubernetes docs - endpointslices. URL: https://kubernetes.io/docs/concepts/services-networking/endpoint-slices.
- 284
Kubernetes docs - network policies. URL: https://kubernetes.io/docs/concepts/services-networking/network-policies.
- 285
Container network interface. URL: https://github.com/containernetworking/cni.
- 286
Kubernetes network special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-network.
- 287
Kubernetes network plumbing working group. URL: https://github.com/k8snetworkplumbingwg/community.
- 288
Helm documentation. URL: https://helm.sh/docs.
- 289
Kubernetes docs - custom resources. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources.
- 290
Kubernetes docs - custom resource definitions. URL: https://kubernetes.io/docs/tasks/extend-kubernetes/custom-resources/custom-resource-definitions.
- 291
Kubernetes docs - api server aggregation. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/apiserver-aggregation.
- 292
Kubernetes docs - custom controllers. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources/#custom-controllers.
- 293
Kubernetes docs - operator pattern. URL: https://kubernetes.io/docs/concepts/extend-kubernetes/operator.
- 294
Operator hub. URL: https://operatorhub.io.
- 295
Reference implementation based on ra2 specifications (ri2). URL: https://cntt.readthedocs.io/projects/ri2/.
- 296
Reference architecture (ra1) for openstack based cloud infrastructure. URL: https://cntt.readthedocs.io/projects/ra1/.
- 297
Node feature discovery. URL: https://kubernetes-sigs.github.io/node-feature-discovery/stable/get-started/index.html.
- 298
Kubernetes distributions and platforms document. URL: https://docs.google.com/spreadsheets/d/1uF9BoDzzisHSQemXHIKegMhuythuq_GL3N1mlUUK2h0/.
- 299
Kubernetes supported versions. URL: https://kubernetes.io/releases/version-skew-policy/#supported-versions.
- 300
Kubernetes alpha api. URL: https://kubernetes.io/docs/reference/using-api/#api-versioning.
- 301
Kubernetes publishing services (servicetypes). URL: https://kubernetes.io/docs/concepts/services-networking/service/#publishing-services-service-types.
- 302
Kubernetes ingress. URL: https://kubernetes.io/docs/concepts/services-networking/ingress/.
- 303
Open container initiative runtime specification, version 1.0.0. URL: https://github.com/opencontainers/runtime-spec/blob/v1.0.0/spec.md.
- 304
Kubernetes: introducing container runtime interface (cri) in kubernetes. URL: https://kubernetes.io/blog/2016/12/container-runtime-interface-cri-in-kubernetes/.
- 305
Kubernetes network custom resource definition de-facto standard. URL: https://github.com/k8snetworkplumbingwg/multi-net-spec/tree/master/v1.2.
- 306
Kubernetes csi drivers. URL: https://kubernetes-csi.github.io/docs/drivers.html.
- 307
Application service descriptor (asd) and packaging proposals for cnf. URL: https://wiki.onap.org/display/DW/Application+Service+Descriptor+%28ASD%29+and+packaging+Proposals+for+CNF.
- 308
Etsi gs nfv-sol 001: nfv descriptors based on tosca specification. ETSI GS NFV-SOL 001, 2022. URL: https://www.etsi.org/deliver/etsi_gs/NFV-SOL/001_099/001/04.02.01_60/gs_NFV-SOL001v040201p.pdf.
- 309
Kubernetes types of volumes, hostpath. URL: https://kubernetes.io/docs/concepts/storage/volumes/#hostpath.
- 310
Cnf testsuite, rationale, test if the helm chart is published: helm_chart_published. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-helm-chart-is-published-helm_chart_published.
- 311
Cnf testsuite, rationale, test if the helm chart is valid: helm_chart_valid. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-helm-chart-is-valid-helm_chart_valid.
- 312
Cnf testsuite, rationale, to test if the cnf can perform a rolling update: rolling_update. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-the-cnf-can-perform-a-rolling-update-rolling_update.
- 313
Cnf testsuite, rationale, to check if a cnf version can be downgraded through a rolling_downgrade: rolling_downgrade. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-a-cnf-version-can-be-downgraded-through-a-rolling_downgrade-rolling_downgrade.
- 314
Cnf testsuite, rationale, to check if the cnf is compatible with different cnis: cni_compatibility. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-the-cnf-is-compatible-with-different-cnis-cni_compatibility.
- 315
Cnf testsuite, rationale, test if the cnf crashes when node drain occurs: node_drain. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-node-drain-occurs-node_drain.
- 316
Cnf testsuite, rationale, test if the cnf crashes when network latency occurs: pod_network_latency. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-network-latency-occurs-pod_network_latency.
- 317
Cnf testsuite, rationale, test if the cnf crashes when disk fill occurs: disk_fill. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-disk-fill-occurs-disk_fill.
- 318
Cnf testsuite, rationale, test if the cnf crashes when pod memory hog occurs: pod_memory_hog. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-pod-memory-hog-occurs-pod_memory_hog.
- 319
Cnf testsuite, rationale, test if the cnf crashes when pod io stress occurs: pod_io_stress. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-pod-io-stress-occurs-pod_io_stress.
- 320
Cnf testsuite, rationale, test if the cnf crashes when pod network corruption occurs: pod_network_corruption. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-pod-network-corruption-occurs-pod_network_corruption.
- 321
Cnf testsuite, rationale, test if the cnf crashes when pod network duplication occurs: pod_network_duplication. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#test-if-the-cnf-crashes-when-pod-network-duplication-occurs-pod_network_duplication.
- 322
Cnf testsuite, rationale, to test if the cnf uses local storage: no_local_volume_configuration. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-the-cnf-uses-local-storage-no_local_volume_configuration.
- 323
Cnf testsuite, rationale, to test if there is a liveness entry in the helm chart: liveness. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-there-is-a-liveness-entry-in-the-helm-chart-liveness.
- 324
Cnf testsuite, rationale, to test if there is a readiness entry in the helm chart: readiness. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-there-is-a-readiness-entry-in-the-helm-chart-readiness.
- 325
Cnf testsuite, rationale, to check if there is automatic mapping of service accounts: service_account_mapping. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-there-is-automatic-mapping-of-service-accounts-service_account_mapping.
- 326
Cnf testsuite, rationale, to check if there is a host network attached to a pod: host_network. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-there-is-a-host-network-attached-to-a-pod-host_network.
- 327
Cnf testsuite, rationale, to check if containers are running with hostpid or hostipc privileges: host_pid_ipc_privileges. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-containers-are-running-with-hostpid-or-hostipc-privileges-host_pid_ipc_privileges.
- 328
Cnf testsuite, rationale, to check if containers have resource limits defined: resource_policies. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-containers-have-resource-limits-defined-resource_policies.
- 329
Cnf testsuite, rationale, to check if containers have immutable file systems: immutable_file_systems. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-containers-have-immutable-file-systems-immutable_file_systems.
- 330
Kubernetes documentation: images. URL: https://kubernetes.io/docs/concepts/containers/images/.
- 331
Cnf testsuite, rationale, to test if there are any (non-declarative) hardcoded ip addresses or subnet masks in the k8s runtime configuration: hardcoded_ip_addresses_in_k8s_runtime_configuration. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-there-are-any-non-declarative-hardcoded-ip-addresses-or-subnet-masks-in-the-k8s-runtime-configuration-hardcoded_ip_addresses_in_k8s_runtime_configuration.
- 332
Kubernetes documentation: service. URL: https://kubernetes.io/docs/concepts/services-networking/service/.
- 333
Kubernetes documentation: immutable configmaps. URL: https://kubernetes.io/docs/concepts/configuration/configmap/#configmap-immutable.
- 334
Kubernetes documentation: horizontal pod autoscaling. URL: https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/.
- 335
Cnf testsuite, rationale, to check if the cnf has a reasonable image size: reasonable_image_size. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-the-cnf-has-a-reasonable-image-size-reasonable_image_size.
- 336
Cnf testsuite, rationale, to check if the cnf have a reasonable startup time: reasonable_startup_time. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-the-cnf-have-a-reasonable-startup-time-reasonable_startup_time.
- 337
Cnf testsuite, rationale, to check if there are any privileged containers: privileged_containers. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-there-are-any-privileged-containers-privileged_containers.
- 338
Cnf testsuite, rationale, to check if any containers are running as a root user (checks the user outside the container that is running dockerd): non_root_user. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-any-containers-are-running-as-a-root-user-checks-the-user-outside-the-container-that-is-running-dockerd-non_root_user.
- 339
Cnf testsuite, rationale, to check if any containers allow for privilege escalation: privilege_escalation. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-any-containers-allow-for-privilege-escalation-privilege_escalation.
- 340
Cnf testsuite, rationale, to check if containers are running with non-root user with non-root membership: non_root_containers. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-check-if-containers-are-running-with-non-root-user-with-non-root-membership-non_root_containers.
- 341
Kubernetes documentation: recommended labels. URL: https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/.
- 342
The twelve factor app: logs. URL: https://12factor.net/logs.
- 343
Cnf testsuite, rationale, to test if there are host ports used in the service configuration: hostport_not_used. URL: https://github.com/cncf/cnf-testsuite/blob/main/RATIONALE.md#to-test-if-there-are-host-ports-used-in-the-service-configuration-hostport_not_used.
- 344
Kubernetes documentation ports and protocols. URL: https://kubernetes.io/docs/reference/networking/ports-and-protocols/.
- 345
Building secure microservices-based applications using service-mesh architecture. NIST Special Publication 800-204A, 2020. URL: https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-204a.pdf.
- 346
Attribute-based access control for microservices-based applications using a service mesh. NIST Special Publication 800-204B, 2020. URL: https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-204B.pdf.
- 347
Arstechnica: tesla cloud resources are hacked to run cryptocurrency-mining malware. URL: https://arstechnica.com/information-technology/2018/02/tesla-cloud-resources-are-hacked-to-run-cryptocurrency-mining-malware/.
- 348
Kubernetes testing special interest group. URL: https://github.com/kubernetes/community/blob/master/sig-testing/charter.md.
- 349
Kubernetes end-to-end testing. URL: https://github.com/kubernetes/community/blob/master/contributors/devel/sig-testing/e2e-tests.md.
- 350
Kubernetes feature gates. URL: https://kubernetes.io/docs/reference/command-line-tools-reference/feature-gates/#feature-gates.
- 351
Kubernetes kep-3136. URL: https://github.com/kubernetes/enhancements/blob/master/keps/sig-architecture/3136-beta-apis-off-by-default/README.md.
- 352
Kubernetes api. URL: https://kubernetes.io/docs/reference/using-api/.
- 353
Kubernetes api reference. URL: https://kubernetes.io/docs/reference/kubernetes-api/.
- 354
Kubernetes api groups. URL: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.26/ #-strong-api-groups-strong-.
- 355
Kubernetes api machinery special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-api-machinery.
- 356
Kubernetes feature crossnamespacepodaffinity. URL: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#namespace-selector.
- 357
Kubernetes feature storageversionapi. URL: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#storageversion-v1alpha1-internal-apiserver-k8s-io.
- 358
Kubernetes apps special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-apps.
- 359
Kubernetes feature daemonsetupdatesurge. URL: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#rollingupdatedaemonset-v1-apps.
- 360
Kubernetes feature indexedjob. URL: https://kubernetes.io/docs/concepts/workloads/controllers/job/.
- 361
Kubernetes feature statefulset. URL: https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/.
- 362
Kubernetes feature suspendjob. URL: https://kubernetes.io/docs/concepts/workloads/controllers/job/#suspending-a-job.
- 363
Kubernetes feature tainteviction. URL: https://kubernetes.io/docs/concepts/scheduling-eviction/taint-and-toleration/#taint-based-evictions.
- 364
Kubernetes feature ttlafterfinished. URL: https://kubernetes.io/docs/concepts/workloads/controllers/ttlafterfinished/.
- 365
Kubernetes auth special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-auth.
- 366
Kubernetes feature boundserviceaccounttokenvolume. URL: https://github.com/kubernetes/enhancements/blob/master/keps/sig-auth/1205-bound-service-account-tokens/README.md.
- 367
Kubernetes cluster lifecycle special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-cluster-lifecycle.
- 368
Kubernetes instrumentation special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-instrumentation.
- 369
Kubernetes network special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-network.
- 370
Kubernetes feature ipv6dualstack. URL: https://kubernetes.io/docs/concepts/services-networking/dual-stack/.
- 371
Kubernetes node special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-node.
- 372
Kubernetes feature probeterminationgraceperiod. URL: https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-startup-probes/#probe-level-terminationgraceperiodseconds.
- 373
Kubernetes feature downwardapihugepages. URL: https://kubernetes.io/docs/tasks/inject-data-application/downward-api-volume-expose-pod-information.
- 374
Kubernetes feature podreadinessgate. URL: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#pod-readiness-gate.
- 375
Kubernetes feature sysctls. URL: https://kubernetes.io/docs/tasks/administer-cluster/sysctl-cluster/.
- 376
Kubernetes scheduling special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-scheduling.
- 377
Kubernetes feature localstoragecapacityisolation. URL: https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/.
- 378
Kubernetes storage special interest group. URL: https://github.com/kubernetes/community/tree/master/sig-storage.
- 379
Alibaba cloud blog: what can we learn from twitter's move to kubernetes. URL: https://www.alibabacloud.com/blog/what-can-we-learn-from-twitters-move-to-kubernetes_595156.
- 380
Youtube: kubernetes failure stories, or: how to crash your cluster - henning jacobs. URL: https://www.youtube.com/watch?v=LpFApeaGv7A.
- 381
Cncf blog: demystifying kubernetes as a service – how alibaba cloud manages 10,000s of kubernetes clusters. URL: https://www.cncf.io/blog/2019/12/12/demystifying-kubernetes-as-a-service-how-does-alibaba-cloud-manage-10000s-of-kubernetes-clusters/.
- 382
Google docs: kep: multinetwork podnetwork object. URL: https://docs.google.com/document/d/17LhyXsEgjNQ0NWtvqvtgJwVqdJWreizsgAZHWflgP-A/edit.
- 383
Kubernetes docs: user namespaces. URL: https://kubernetes.io/docs/concepts/workloads/pods/user-namespaces/.
- 384
Kep-127: support user namespaces in stateless pods. URL: https://github.com/kubernetes/enhancements/tree/master/keps/sig-node/127-user-namespaces.
- 385
Wikipedia: linux namespaces. URL: https://en.wikipedia.org/wiki/Linux_namespaces.