Non-Real-time RIC (NONRTRIC)

H-Release - Highlights:

Consolidated & Improved RAN PM data exposure in new repo for RAN PM functions
- Adds 4 new services for RAN PM processing
- Lots of work on deployment scripts/charts, testing, CI, and documentation
(R1) Service Exposure & Management (SME)
- CAPIF Aligned Service Registry & Discovery
- Continued work of Service execution platform extensions (K8s, Istio, Keycloak, OPA, Gateway) to enable and enforce service isolation & exposure
- Controlled access & exposure of service to/from rApps
(R1) Data Management & Exposure (DME)
- Small updates to Information Coordination Service – studying alignment with R1 proposals
- File-based PM data → Kafka/InfluxDB/Minio
  - Including parsing, filtering & delivery
  - ref. PM Data exposure above
rApp Management
- Started work on a new rApp Manager functions – more in next release
- LCM for rApps: Building on ONAP “Automation Composition” model & platform to implement rApp use cases
  - Added a 'KServe Participant’
    - Inference Services in rApps
    - Now supports KServe-based AI/ML rApps
  - Added an ‘A1 Policy Participant’
- Overlap with Service Exposure work to examine role of an rApp Manager to support controlled access to and exposure of Services
- Overlap with Data Exposure work to examine role of an rApp Manager to support controlled access to and exposure of Data types
Continued A1-Policy & A1-Enrichment-Information evolution (& R1-A1)
- A1-Policy work in ONAP (continues in ONAP London) - candidate for R1-A1(P)
  - Numerous updates to improve security
  - Improved support fine-grained policy-based access control
  - Removed DMaaP NBI
- A1-EI management as part of DME - candidate for how to include A1-EI in R1-DME
  - ref. DME work above
Demonstrated ASD-based CNF LCM
- ONAP SO CNFM in standalone mode
Sample use cases (rApps)
- Requirements Drivers for rApp/R1 development
Testing, Maintenance & Housekeeping
- 3PP update – esp. Springboot 3 & JDK 17
- Function Test & Integration Test environment,
  - Lots of new test cases, and new ONAP L & OSC H test profiles
- Continue integration, deployment & configuration of SMO/Non-RT-RIC related functions & usecases in OSC Integration environment.
- Project coordination, Documentation, Delivery, Reporting, Cross-project alignment, Community demos, O-RAN Standardization support, etc.

H Release - Tasks:

Count of Epics (20 issues), User Stories, Tasks, and Issues: (455 issues)

Relevant Epics:

Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-855
Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-846
Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-846
Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-842

Jira

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key	NONRTRIC-829

Jira

server	ORAN Jira
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Jira

server	ORAN Jira
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columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
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key	NONRTRIC-825

Jira

server	ORAN Jira
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columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	NONRTRIC-818

Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-799

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
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key	NONRTRIC-788

Jira

server	ORAN Jira
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key	NONRTRIC-781

Jira

server	ORAN Jira
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columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
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Jira

server	ORAN Jira
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key	NONRTRIC-725

Jira
server ORAN Jira
serverId 5ec52304-b77c-3ce7-af6a-112cb13e6008
key NONRTRIC-696

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
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key	NONRTRIC-670

Jira

server	ORAN Jira
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columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
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key	NONRTRIC-648

PTL: John Keeney

Wiki: https://wiki.o-ran-sc.org/display/RICNR

Latest Architecture: Release H Architecture

Components: Release H Components

Tasks / Backlog / JIRA: https://jira.o-ran-sc.org/projects/NONRTRIC/issues

Gerrit / Source Code:

nonrtric : https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric
nonrtric-plt-a1policymanagementservice: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/a1policymanagementservice
nonrtric-plt-dmaapadapter: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/dmaapadapter
nonrtric-plt-dmaapmediatorproducer: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/dmaapmediatorproducer
nonrtric-plt-helmmanager: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/helmmanager
nonrtric-plt-informationcoordinatorservice: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/informationcoordinatorservice
nonrtric-plt-ranpm: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/ranpm
nonrtric-plt-rappcatalogue: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/rappcatalogue
nonrtric-plt-sme: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/sme
nonrtric-plt-ranpm: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/plt/ranpm
nonrtric-rapp-healthcheck: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/rapp/healthcheck
nonrtric-rapp-orufhrecovery: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/rapp/orufhrecovery
nonrtric-rapp-ransliceassurance: https://gerrit.o-ran-sc.org/r/admin/repos/nonrtric/rapp/ransliceassurance
portal/nonrtric-controlpanel : https://gerrit.o-ran-sc.org/r/admin/repos/portal/nonrtric-controlpanel
sim/a1-interface : https://gerrit.o-ran-sc.org/r/admin/repos/sim/a1-interface

Sonar / Test Coverage Reports

nonrtric-plt-dmaapadapter: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-dmaapadapter
nonrtric-plt-dmaapmediatorproducer: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-dmaapmediatorproducer
nonrtric-plt-informationcoordinatorservice: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-informationcoordinatorservice
~~nonrtric-plt-rappcatalogue: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-rappcatalogue~~
nonrtric-plt-rappcatalogue-enhanced: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-rappcatalogue-enhanced
nonrtric-plt-auth-token-fetch: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-auth-token-fetch
nonrtric-plt-sme: https://sonarcloud.io/project/overview?id=o-ran-sc_nonrtric-plt-sme
~~nonrtric-plt-capifcore: https://sonarcloud.io/project/overview?id=o-ran-sc_o-ran-sc_nonrtric-plt-sme-capifcore~~
nonrtric use cases: https://sonarcloud.io/organizations/o-ran-sc/projects?search=nonrtric&sort=name
- nonrtric-rapp-orufhrecovery-consumer: https://sonarcloud.io/project/overview?id=nonrtric-rapp-orufhrecovery-consumer
- nonrtric-rapp-ransliceassurance: https://sonarcloud.io/project/overview?id=nonrtric-rapp-ransliceassurance
portal/nonrtric-controlpanel: https://sonarcloud.io/project/overview?id=o-ran-sc_portal-nonrtric-controlpanel
- nonrtric-gateway: https://sonarcloud.io/project/overview?id=portal-nonrtric-controlpanel-gateway
sim/a1-interface: https://sonarcloud.io/project/overview?id=o-ran-sc_sim-a1-interface

Docs:

nonrtric : https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric
nonrtric-plt-a1policymanagementservice: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-a1policymanagementservice
nonrtric-plt-dmaapadapter: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-dmaapadapter
nonrtric-plt-dmaapmediatorproducer: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-dmaapmediatorproducer
nonrtric-plt-helmmanager: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-helmmanager
nonrtric-plt-informationcoordinatorservice: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-informationcoordinatorservice
nonrtric-plt-ranpm: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-ranpm
- nonrtric-plt-ranpm-datafilecollector: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-ranpm/en/h-release/datafilecollector
- nonrtric-plt-pmlog: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-ranpm/en/h-release/influxlogger
- nonrtric-plt-ranpm-pm-file-converter: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-ranpm/en/h-release/pm-file-converter
- nonrtric-plt-pmproducer: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-ranpm/en/h-release/pmproducer
nonrtric-plt-rappcatalogue: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-rappcatalogue
nonrtric-plt-sme: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-plt-sme
nonrtric-rapp-orufhrecovery: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-rapp-orufhrecovery
nonrtric-rapp-ransliceassurance: https://docs.o-ran-sc.org/projects/o-ran-sc-nonrtric-rapp-ransliceassurance/
portal/nonrtric-controlpanel: https://docs.o-ran-sc.org/projects/o-ran-sc-portal-nonrtric-controlpanel
sim/a1-interface : https://docs.o-ran-sc.org/projects/o-ran-sc-sim-a1-interface

Testing:

Function Tests

Studies

Children Display

depth	1
page	RICNR:Release H: Technical spikes

Weekly Meetings:

Meetings

Demos:

17 May 2023
H-Release: Demonstration: "LCM of ASD-based CNFs using ONAP CNFM function in Standalone mode"
See Video (HD), Video (SD) and Slides for more information
17 May 2023
H-Release: Demonstration: "CAPIF for Service Registration & Service Discovery"
See Video (HD), Video (SD) and Slides for more information

H release: Container images

Release H - Docker Images

H release: Deployment Instruction

...

AIML Framework (AIMLFW)

Primary Goals:

Diversify training data source for Training host
Kserve adapter for Near-RT RIC
AIMLFW feature enhancements

H release highlights/accomplishments:

Diversify training data source for Training host
- Obtaining training data from DME in Non-RT RIC
- Creating Feature groups with data source and feature information
Kserve adapter
- Deploy and manage AI models in Near-RT RIC/Non-RT RIC
- Integrate Inference host with O-Cloud( RICDMS ) and Management Functions of RIC.
Training pipeline Enhancement
- Provide sample pipelines by default
AIMLFW feature enhancements
- Options for edit, retrain and delete training jobs

EPICs considered for H-release:

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-13

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-23

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-25

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-26

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-35

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-47

Jira

server	ORAN Jira
columnIds	issuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columns	key,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId	5ec52304-b77c-3ce7-af6a-112cb13e6008
key	AIMLFW-50

PTL: Joseph Thaliath

Wiki: AI/ML Framework

Tasks / Backlog / JIRA: https://jira.o-ran-sc.org/projects/AIMLFW/issues

Gerrit / Code:

aiml-fw/awmf/tm: Training Manager : Training job and model management
aiml-fw/athp/tps/kubeflow-adapter: Adapter for Kubeflow
aiml-fw/athp/sdk/model-storage: Sdk for accessing Model storage
aiml-fw/athp/sdk/feature-store: Sdk for accessing Feature store
aiml-fw/athp/data-extraction: Retrieving features for training from Data lake
aiml-fw/aimlfw-dep: Deployment scripts aiml workflow
portal/aiml-dashboard: GUI for AIML Workflow
ric-app/qp-aimlfw: Sample ML Assist xApp for QoE prediction
aiml-fw/aihp/ips/kserve-adapter: kserve adapter for near-RT RIC

Sonar / Test Coverage Reports:

Documentation:

https://docs.o-ran-sc.org/en/latest/projects.html#ai-ml-framework

Installation/Demo guides:

AIMLFW: https://docs.o-ran-sc.org/projects/o-ran-sc-aiml-fw-aimlfw-dep/en/latest/installation-guide.html

Kserve adapter: https://docs.o-ran-sc.org/projects/o-ran-sc-aiml-fw-aihp-ips-kserve-adapter/en/latest/

Demo videos:

Demo Videos Files for H release

Release Container images:

Training manager component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-awmf-tm-docker:1.1.3
Data extraction component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-athp-data-extraction-docker:1.0.1
Kubeflow adapter component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-athp-tps-kubeflow-adapter-docker:1.1.0
AIMLFW dashboard component: nexus3.o-ran-sc.org:10002/o-ran-sc/portal-aiml-dashboard-docker::1.1.2
AIMLFW notebook component: nexus3.o-ran-sc.org:10002/o-ran-sc/portal-aiml-notebook-docker::1.1.2

Features Implemented Mapping to O-RAN Spec by Project

Project Name	O-RAN spec	Additional Notes
Non RT RIC	O-RAN.WG2.Non-RT-RIC-ARCH-TS-v02.01 ORAN.WG2.R1GAP-v02.00 O-RAN.WG2.A1GAP-v03.00 O-RAN.WG2.R1 Use Cases and Requirements.v02.00
RICAPP	O-RAN.WG3.E2SM-KPM-v02.03 O-RAN.WG3.E2SM-RC-v01.03 O-RAN.WG3.E2AP-v02.03
RICPLT	O-RAN.WG3.RICARCH-R003-v04.00 O-RAN-WG3.RICAPI-R003-v01.00 O-RAN.WG3.E2AP-v02.03 O-RAN.WG3.UCR-v02.00
OAM	O-RAN.WG10.O1-Interface.0-v08.00
O-DU High	O-RAN-WG3.RICAPI-R003-v01.00
SIM
SMO
INF	O-RAN.WG6.O2IMS-INTERFACEv04.00 O-RAN.WG6.O2DMS-INTERFACE-K8S-PROFILE-v02.00	O-RAN_O2_IMS_Spec_Compliance_v3v4_v01.xlsx
AIMLFM

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Features Implemented Mapping to O-RAN Spec by Project

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Versions Compared

Old Version 67

New Version Current

Key

Non-Real-time RIC (NONRTRIC)

AIML Framework (AIMLFW)

Features Implemented Mapping to O-RAN Spec by Project