Meeting notes
- hoejoo.lee
- subhash
- Joseph Thaliath
- Sridhar Rao
- 1 Meeting Info
- 2 All meeting notes
- 3 2025-06-24 (Tuesday) : Next Meeting
- 4 2025-06-10 (Tuesday) :
- 5 2025-05-27 (Tuesday) :
- 6 2025-05-13 (Tuesday) :
- 7 2025-04-29 (Tuesday) :
- 8 2025-04-15 (Tuesday) :
- 9 2025-03-18 (Tuesday) :
- 10 2025-03-04 (Tuesday) :
- 11 2025-02-18 (Tuesday) :
- 12 2025-02-04 (Tuesday) : Cancelled
- 13 2025-01-21 (Tuesday) :
- 14 2025-01-07 (Tuesday) : Cancelled
- 15 2024-12-24 (Tuesday) : Cancelled
- 16 2024-12-10 (Tuesday) : Cancelled due to low attendance
- 17 2024-11-26 (Tuesday) : Cancelled
- 18 2024-10-15 (Tuesday) :
- 19 2024-10-01 (Tuesday)
- 20 2024-09-17 (Tuesday)
- 21 2024-09-03 (Tuesday)
- 22 2024-08-20 (Tuesday)
- 23 2024-08-06 (Tuesday)
- 24 2024-07-23 (Tuesday)
- 25 2024-07-09 (Tuesday)
- 26 2024-07-09 (Tuesday)
- 27 2024-06-25 (Tuesday)
- 28 2024-05-28 (Tuesday)
- 29 2024-05-14 (Tuesday)
- 30 2024-04-16 (Tuesday)
- 31 2024-04-02 (Tuesday)
- 32 2024-03-19 (Tuesday)
- 33 2024-03-05 (Tuesday)
- 34 2024-02-20 (Tuesday)
- 35 2024-02-06 (Tuesday)
- 36 2024-01-23 (Tuesday)
- 37 2024-01-09 (Tuesday)
- 38 2023-12-12 (Tuesday)
- 39 2023-11-27 (Tuesday)
- 40 2023-11-14 (Tuesday)
- 41 2023-10-31 (Tuesday)
- 42 2023-10-17 (Tuesday)
- 43 2023-10-03 (Tuesday)
- 44 2023-09-19 (Tuesday)
- 45 2023-09-05 (Tuesday)
- 46 2023-08-22 (Tuesday)
- 47 2023-08-08 (Tuesday)
- 48 2023-07-25 (Tuesday)
- 49 2023-07-11 (Tuesday)
- 50 2023-06-27 (Tuesday)
- 51 2023-06-13 (Tuesday)
- 52 2023-05-30 (Tuesday)
- 53 2023-05-16 (Tuesday)
- 54 2023-05-02 (Tuesday)
- 55 2023-04-18 (Tuesday)
- 56 2023-04-04 (Tuesday)
- 57 2023-03-21 (Tuesday)
- 58 2023-03-07 (Tuesday)
- 59 2023-02-21 (Tuesday)
- 60 2023-02-07 (Tuesday)
- 61 2023-01-24 (Tuesday)
- 62 2023-01-10 (Tuesday)
- 63 2022-12-13 (Tuesday)
- 64 2022-11-29 (Tuesday)
- 65 2022-11-15 (Tuesday)
- 66 2022-11-01 (Tuesday)
- 67 2022-10-18 (Tuesday)
- 68 2022-10-04 (Tuesday)
- 69 2022-09-20 (Tuesday)
- 70 2022-09-06 (Tuesday)
Meeting Info
AI/ML Framework meetings are open to the public and held on Tuesdays at noon UTC. World Time Zone Map Zoom 1 Info:
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All meeting notes
2025-06-24 (Tuesday) : Next Meeting
2025-06-10 (Tuesday) :
Recording Link: TBD
Topics:
L Release : "L" Release
Specification alignment (no progress)
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176 (logical separation of API)
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177 (Next Release)
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Initials implementation of components has been pushed. 27/05
Patch to fix model storage SDK https://gerrit.o-ran-sc.org/r/c/aiml-fw/athp/sdk/model-storage/+/14397 (Merged)
Model storage SDK enhanced to exchange data between components: https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-185 (Done)
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181 (Done)
F2F demo participation : https://lf-o-ran-sc.atlassian.net/wiki/spaces/EV/pages/407699496 https://www.o-ran.org/event/o-ran-alliance-f2f-meeting-2-6-june-2025-fukuoka (Done)
Presentation on Architectural changes in AIMLFW to realize RL – @Geon(Corbin) Kim
Confluence: https://lf-o-ran-sc.atlassian.net/wiki/spaces/AIMLFEW/pages/433520695
JIRA: TBD
Action Item:
@subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-05-27 (Tuesday) :
Recording Link: https://zoom.us/rec/share/-aZyuoRUW41V2iUF6Vdl9DN8e4j6H-8c_c6VmIXW7x71Gm0R2rJQwKBYwwBcaKEI.ft2AI0ZCXU3pT6dz?startTime=1748350996000
Topics:
L Release : "L" Release
Specification alignment (no progress)
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176 (logical separation of API)
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177 (Next Release)
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Initials implementation of components has been pushed. 27/05
New repository approved for “pipeline-components“ : https://lists.o-ran-sc.org/g/toc/message/1080
patch to fix model storage SDK https://gerrit.o-ran-sc.org/r/c/aiml-fw/athp/sdk/model-storage/+/14397
Model storage SDK enhanced to exchange data between components: https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-185
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
F2F demo participation : https://lf-o-ran-sc.atlassian.net/wiki/spaces/EV/pages/407699496 https://www.o-ran.org/event/o-ran-alliance-f2f-meeting-2-6-june-2025-fukuoka
Suggestion to include RL in AIMLFW – @Geon(Corbin) Kim
Confluence: https://lf-o-ran-sc.atlassian.net/wiki/spaces/AIMLFEW/pages/433520695
JIRA: TBD
Action Item:
@subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-05-13 (Tuesday) :
Recording Link: Not Available
Topics:
L Release : "L" Release
Specification alignment (no progress)
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
New repository approved for “pipeline-components“ : https://lists.o-ran-sc.org/g/toc/message/1080
patch to fix model storage SDK https://gerrit.o-ran-sc.org/r/c/aiml-fw/athp/sdk/model-storage/+/14397
Model storage SDK enhanced to exchange data between components: https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-185
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
F2F demo participation : https://lf-o-ran-sc.atlassian.net/wiki/spaces/EV/pages/407699496 (suggestion ?)
Action Item:
@subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-04-29 (Tuesday) :
Recording Link: Not available
Topics:
L Release : "L" Release
Specification alignment
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Model storage SDK enhanced to exchange data between components: https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-185
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
Action Item:
@subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-04-15 (Tuesday) :
Recording Link: https://zoom.us/rec/share/oxcW9LGH6IZPxzZNYMoDmYfeB-WMalR4G_457NLs4YFsU0utYsGgK8yGwKCv45i3.J6Ymj9RfkOKdd4Yv
Topics:
Crash in Data extraction Module (Reported by NTUST) : https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-182
L Release : "L" Release
Specification alignment
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Model storage SDK enhanced to exchange data between components: https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-185
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
Query from @Tuck-Wai Choong :
Is AIMLFW outside/inside SMO , is it external to O-RAN ?
Action Item:
@subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-03-18 (Tuesday) :
Recording link: Not recorded
Topics:
Crash in Data extraction Module (NTUST)
L Release planning : "L" Release
Specification alignment
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177
Model performance measurement and retraining
Default pipeline in AIMLFW https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-173
Platform enhancement
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Job queue — design changes ---- while(True) loop | issue in TM , kubeflow adapter
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
Action Item:
- @subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-03-04 (Tuesday) :
Recording link: https://zoom.us/rec/share/KPlFMgOMKfdGiciMBjylBU9_6C-a3sJZ4i34SSK8-aPH9Y5CDBYxYvffaKEmKvar.MrHA1zvH0B4CLF8L
Topics:
L Release planning : "L" Release
Specification alignment
model storage https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-176
model deployment https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-177
Model performance measurement and retraining
Default pipeline in AIMLFW https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-173
Platform enhancement
Generic and composable pipeline https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-178
Update Kubernetes version https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-179
Job queue — design changes ---- while(True) loop | issue in TM , kubeflow adapter
Error Handling for responses https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-181
Action Item:
- @subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-02-18 (Tuesday) :
Recording link: https://zoom.us/rec/share/2mKwgmYq3PJd1V8v8-Qbpl1YZTh2YS58Xh8KySdfkMFxIhblKjzBfFIp7438oO8V.W41pgdtxC-qkeWH7
Topics:
K Maintenance Release Done and new branch for repositories (TM, aimlfw-dep, Model-Management-Exposure and dashboard) has been created.
Unit Test
Documentation
Stability test
L Release planning : "L" Release
Specification alignment
model storage
model deployment
Model performance measurement and retraining
Platform enhancement
Generic and composable pipeline
Job queue — design changes ---- while(True) loop | issue in TM , kubeflow adapter
@guru raja: would like to discuss on anomaly detection rApp.
queries on dataset and counters to have anomaly detection rApp.
energy saving use case dataset : https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-67
Action Item:
- @subhash proposed to @Ivan Seskar for deployment of AIMLFW to integration lab.
2025-02-04 (Tuesday) : Cancelled
2025-01-21 (Tuesday) :
Recording link: https://zoom.us/rec/share/K27kL-wmFkoAfGJxjVAHZF6Nk5JlDoxrSOabWX6FpOT2j80LVJWNUaXtsoL1AU0.8RP8GowAiyxPPKri
Topics:
K Release notes : K Release#AIML-Framework-(AIMLFW)
AIMLFW maintenance release participation
Unit Test
Documentation
Stability test
L Release planning
Specification alignment
model storage
model deployment
Model performance measurement and retraining
Platform enhancement
Generic and composable pipeline
Job queue
Action Item:
2025-01-07 (Tuesday) : Cancelled
2024-12-24 (Tuesday) : Cancelled
2024-12-10 (Tuesday) : Cancelled due to low attendance
2024-11-26 (Tuesday) : Cancelled
2024-10-15 (Tuesday) :
Recording link: https://zoom.us/rec/share/5mPnHMzmPc164qTRRtQ4odQjWaO8koBnb1BVXCWAi635f2t1NLrvFxGF2fNoy1TF.NpYLuUd9VdocC04J
Topics:
Dev Sprint 2 : https://lf-o-ran-sc.atlassian.net/jira/software/c/projects/AIMLFW/boards/38/backlog
Bugs/feature (Recent merge /WIP)
Change in flow for 1. training 2. model registration
Model registration persisted in postgress : https://gerrit.o-ran-sc.org/r/q/topic:pg-storage
Models in TM
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
repository has been created
Builds are failing (raised to LF)
Integration of AIMLFW with NonRT RIC & F2F demo preparation : Release K: Creating & running an ML-based rApp
Import the code related to UAV path prediction use case to repository
version code management.
Plan Geon Kim (15min)
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
2024-10-01 (Tuesday)
Recording link: https://zoom.us/rec/share/8Ilxz99L_zX0BJ6ZkLAxoR-z3Gor9m1EFlQtpmXWXU1KLef4J848UuHw6aVhJFqq.uP1-2nqPh0AwlKBa
Topics:
Dev Sprint 2 : https://lf-o-ran-sc.atlassian.net/jira/software/c/projects/AIMLFW/boards/38/backlog (19th Aug - 9 sep)
Bugs/feature (Recent merge /WIP)
Change in flow for 1. training 2. model registration
Model registration persisted in postgress
https://gerrit.o-ran-sc.org/r/c/aiml-fw/athp/sdk/feature-store/+/13287 (on-going)
https://gerrit.o-ran-sc.org/r/c/aiml-fw/awmf/modelmgmtservice/+/13286 (on-going)
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
New repository :
Integration of AIMLFW with NonRT RIC & F2F demo preparation : Release K: Creating & running an ML-based rApp
Import the code related to UAV path prediction use case to repository
Issue while data extraction details already shared over slack
updated the pipeline based on kfp v2.2.2
version code management.
Presentation from Geon Kim (15min) :
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
2024-09-17 (Tuesday)
Recording link: https://zoom.us/rec/share/lMXR7SSB3r9MBuHcJ12PvrU3YreTJAfwjk-NwivW4nRK9NyJHL1-eGLBTepeZIa5.iC04E57oIKb1efjn
Topics:
Dev Sprint 1 : https://lf-o-ran-sc.atlassian.net/jira/software/c/projects/AIMLFW/boards/38/backlog (19th Aug - 9 sep)
Bugs/feature (Recent merge /WIP
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
New repository :
Integration of AIMLFW with NonRT RIC & F2F demo preparation
Import the code related to UAV path prediction use case to repository
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
2024-09-03 (Tuesday)
Recording link: https://zoom.us/rec/share/pU7-ybDl_-Lha4bWE1Fn9Ybslv7i-y5y6je9TXpVR6q8UekoB1TQevmc9I_T12Gs.dBMp5kvH4JGQ-dYl
Topics:
Dev Sprint 1 : https://lf-o-ran-sc.atlassian.net/jira/software/c/projects/AIMLFW/boards/38/backlog (19th Aug - 9 sep)
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
Bugs/feature (Recent merge /WIP
Integration of AIMLFW with NonRT RIC
Import the code related to UAV path prediction use case to repository
Discussion: UAV path prediction from nonRT RIC team
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
Repository needed for model performance [Subhash]
update comments from last meeting on model performance:
Step 1 dev: have influx DB within AIMLFW and Y1 consumer will push the performance parameter to it.
Step 2 dev: Integrate with nonRT RIC as performance data producer.
2024-08-20 (Tuesday)
Recording link: https://zoom.us/rec/share/MmMzVVKztnYFLzpjwbhbmWIIfpp4Ig6bZEWyULAmgijQecteVsXFaUIJHIWyuvTZ.XWUsZ5REhKAKWDei
Topics:
Dev Sprint 1 : https://lf-o-ran-sc.atlassian.net/jira/software/c/projects/AIMLFW/boards/38/backlog (19th Aug - 9 sep)
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
Bugs/feature (Recent merge /WIP
Support asked:
Integration of AIMLFW with NonRT RIC
First time contributor
Jiwon Ock
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
Repository needed for model performance –
update comments from last meeting on model performance [Subhash]
2024-08-06 (Tuesday)
Recording link: https://zoom.us/rec/share/ByRTYX_vpNDnqCYCuZX_AyfVNIFdKd16ehi_ll8wb8KcvJDZ05206UxiIuebYyIE.qmDD8QdDADiLESS3
Topics:
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
Bugs
Support asked:
Integration of AIMLFW with NonRT RIC
First time contributor
JunHyuk Lim
GyuYong Park
Kim Do Young
inni
Sumin Im
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
2024-07-23 (Tuesday)
Recording link: Zoom1 O-RAN SC's Personal Meeting Room - Zoom
Topics:
Model Performance measurement https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-91
Bugs
Model Registration https://gerrit.o-ran-sc.org/r/c/aiml-fw/awmf/modelmgmtservice/+/13168
Support asked:
Integration of AIMLFW with NonRT RIC
First time contributor
https://gerrit.o-ran-sc.org/r/c/aiml-fw/aimlfw-dep/+/13184 (Hyok Sun Kwon)
Action Item:
Identify the AIMLFW expectation from integration test [any use case]
Pairwise testing plan
2024-07-09 (Tuesday)
Recording link: https://zoom.us/rec/share/CEfhPHAVjpVmBfmfkB7BRuDAzfVwZVDaM-HoMHEx8yIXTNMTCY-2HVGHefJ3OZrY.M8IZo3iYwTTUa-bk
Topics:
New patches :
Release J: J Release#AIMLFramework(AIMLFW)
Release K Plan: "K" Release
Action Item :
Upload slides for model monitoring.
Add the interested folks to Release K Plan.
Topics:
New patches :
Release J: J Release#AIMLFramework(AIMLFW)
Release K Plan: "K" Release
Action Item :
Upload slides for model monitoring.
Add the interested folks to Release K Plan.
2024-07-09 (Tuesday)
Recording link: https://zoom.us/rec/share/CEfhPHAVjpVmBfmfkB7BRuDAzfVwZVDaM-HoMHEx8yIXTNMTCY-2HVGHefJ3OZrY.M8IZo3iYwTTUa-bk
Topics:
New patches :
Release J: J Release#AIMLFramework(AIMLFW)
Release K Plan: "K" Release
Action Item :
Upload slides for model monitoring.
Add the interested folks to Release K Plan.
2024-06-25 (Tuesday)
Recording link: https://zoom.us/rec/share/iwh-4JbNVpasyj_H0rPFCZGVFsBjAdUmS0A3FzCFRhzUkrn5IRDHT5hNbDc0gvCN.Y4iFuMo1OJELcNsT
Topics:
New patches :
https://gerrit.o-ran-sc.org/r/c/aiml-fw/aimlfw-dep/+/13009 https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-98
https://gerrit.o-ran-sc.org/r/c/portal/aiml-dashboard/+/12993 https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-86
https://gerrit.o-ran-sc.org/r/c/aiml-fw/athp/tps/kubeflow-adapter/+/12994 https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-102
Release preparation
release notes : K Release#AIMLFramework(AIMLFW)
Jira board : https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW#
Presentation on Model Monitoring System.
2024-05-28 (Tuesday)
Recording link: Zoom1 O-RAN SC's Personal Meeting Room - Zoom
Topics:
Deployment failure https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-96 https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-86
New CLI repository https://gerrit.o-ran-sc.org/r/admin/repos/aiml-fw/awmf/cli,general
Jira board : https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=39&projectKey=AIMLFW&view=detail&selectedIssue=AIMLFW-88#
Jimmy presented UAV path prediction user story : ppt – https://lf-o-ran-sc.atlassian.net/browse/AIMLFW-90
2024-05-14 (Tuesday)
Recording Link:
Topics:
ONE Summit Presentation: https://oranscworkshop2024.sched.com/
Build failure fixed
New CLI Repository
"J" Release discussion
2024-04-16 (Tuesday)
Recording Link: Zoom1 O-RAN SC's Personal Meeting Room - Zoom
Topics:
PTL Change announcement :
"J" Release discussion
ONES Summit participation
2024-04-02 (Tuesday)
Recording Link: TBD
Topics:
"J" Release discussion
CLI for AIMLFW – request TOC (sprint-2)
ONES Summit participation
Action Item:
Document pairwise testing procedure with nearRT RIC and nonRT RIC
Offline discussion with @Vishal Varvate for preparing content for ONE Summit.
Demo presentation on Flyte pipeline management.
2024-03-19 (Tuesday)
Recording Link: TBD
Topics:
"J" Release discussion
demo on cli for AIMLFW
ONES summit
Use case discussion :
New usecases from NTUST
Energy savings usecase
TIM's data
Viavi's data
2024-03-05 (Tuesday)
Recording Link: TBD
Presentation: NA
Topics:
"J" Release discussion (Sprint Planning)
F2F demo planning :
2024-02 O-RAN F2F Athens (event details)
2024-02 F2F Presentation Material (Presentation Material)
Use case discussion :
New usecases from NTUST
Energy savings usecase
TIM's data
Viavi's data
2024-02-20 (Tuesday)
Recording Link: https://zoom.us/rec/share/lKeMsbGSWclREGVkbObf4x6YSAFlBfbvSr1nZzhyEORDoHPv9eJvFzBY-Thhz3iF.JSaxjFRKq3mg796v
Presentation:
Topics:
"J" Release discussion (Sprint Planning)
F2F demo planning