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2023 Spring AMM (Data Architecture and Infrastructure) Workshop
Planning for the Data Architecture and Infrastructure workshops at the 2023 Spring AMM in Porto.
Timing: Data Arch - 2 hours Thurs AM (9-11)
Inputs / ideas
Add your inputs here. Please add your name.
Data Arch session timings:
Tues PM: "Data Arch Intro (currently called "Data Centric Arch" in schedule)" (Primary: Steve/Christian, Adnan secondary)
Weds PM : "Deployment Scenarios" diagram discussion (Adnan/Erik/Steve)
Thurs AM: 9-11am Data Arch Workshop (all)
Thurs AM
Different Data Domains (which means also models) (Proposer: Christian)
Christian
Storage / Persistence (Proposer: Steve/Felix)
Cleaner version of storage pic which includes high level topics to tackle down
Persistence classification/Realm (Felix)
Storage backend (Steve)
Topic B
Topic C
Outcomes (focus is advancing the work)
Info sharing
Roadmap
Fri
Proposals:
Christian: Different Data Domains (approx 20-30 mins)
Presentation on BMW experience.
(placeholder from Steve until Christian replaces with details) Starting from using personal data as example of different data domain and moving to data middleware.
Steve: m/w may be handy bridge towards follow on discussion of persistence
Felix: Persistence
(placeholder from Steve until Felix replaces with details) Presentation on classifying different persistence options
Steve: Persistence
Data Server to Data Store connection, including high volume data
Data analytics using TS DB features
e.g. using DB User Defined Features (UDF) for analytics allows the same processing logic in-vehicle and the cloud
etc.
Goal: collective idea of high level outline of some topics to tackle down. We wonder if X, results should Y.
Steve: Deployment Scenarios
Pick one of the Deployment Scenario diagrams (from Miro set) and work on taking it to the next level. What are the requirements, logical components etc?
Paul: Would be useful to understand what the group wants from the scenario discussions. Requirements, PoCs etc.?
Steve: That is a way to approach the scenarios top-down. Derive how to approach the scenarios.
Goal: 1) Advance shared agreement/understanding of that scenario. 2) High level idea of what needs to be tackled.
Piotr: A useful discussion could be how to handle the compatibility issues between components.
Felix: workshop
Details TBA
Most likely Thursday PM
Agreed Plan
Timing | Topic | Lead | Notes |
|---|---|---|---|
1 hour | Building Bridges with a common Data Middleware: How to enable Data Sharing and Collaboration across different Domains | Christian / Felix for presentation, Steve facilitating | Return of experience from BMW/MongoDB on their investigations into using a common data centric architecture across different domains. Followed by a discussion of the points raised and the data-science big picture of leveraging VSS. |
40-60 mins | Deployment Scenarios | All | Take one of the Deployment Scenarios diagrams to the next level. |
15 mins | Wrap up |
|
|
AI:
Paul: We should ensure the data scientists are in the room.