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Andreas Buckenhofer

@buckenhofer.com

Topics around Data Lakehouse and AI with focus on Databases, Data Engineering, Vector technologies, CICD

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20.11.2024
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Latest posts by Andreas Buckenhofer @buckenhofer.com

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One Database, Six Workloads: Analyzing F1 Telemetry With Oracle Converged Database - data.KISS A complete technical demo of the Oracle Converged Database. I analyze the Singapore GP using SQL for Spatial, Time Series, Graph, Vector Search.

My new post analyzes Formula 1 telemetry ๐ŸŽ๏ธ using Oracle Converged Database with 6 workloads: โœ… Relational โœ… JSON โœ… Time Series โœ… Spatial โœ… Graph โœ… Vector

Full breakdown & code: buckenhofer.com/2026/01/one-...

#DataEngineering #Oracle #SQL #F1 #DataArchitecture #ConvergedDatabase

24.01.2026 15:12 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Andreas Buckenhofer gibt in seiner DOAG Datenbank Kolumne "Commit to #Compliance โ€“ von #DSGVO bis Data Act" einen รœberblick รผber wichtige Verordnungen und Gesetze, die fรผr Unternehmen im Umgang mit Daten relevant sind. โžก๏ธ scomp.ly/6lWQZPw

#EUDataAct #AIAct

17.09.2025 11:20 ๐Ÿ‘ 5 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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The illusion of simplicity: hidden reporting pitfalls of the Big-Table model - data.KISS At first glance, a single de-normalized big-table model looks like the hero of reporting: no joins to write, only one table to maintain, ...

One Big Table for serious reporting? Think twice! ๐Ÿšจ

What looks like ๐˜ด๐˜ช๐˜ฎ๐˜ฑ๐˜ญ๐˜ช๐˜ค๐˜ช๐˜ต๐˜บ & ๐˜ฑ๐˜ฆ๐˜ณ๐˜ง๐˜ฐ๐˜ณ๐˜ฎ๐˜ข๐˜ฏ๐˜ค๐˜ฆ in the Big Table model is often an ๐—ถ๐—น๐—น๐˜‚๐˜€๐—ถ๐—ผ๐—ป: complexity just shifts downstream into the reporting tool. The one Big Table model has its place, but ๐—ป๐—ผ๐˜ in serious reporting.
buckenhofer.com/2025/07/the-...

20.07.2025 17:29 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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TDWI Munich 2025 Unleashed โ€“ My Key Take-Aways on Generative AI, Complexity Reduction & Data Governance - data.KISS TDWI Munich 2025 recap: Generative AI insights, practical complexity-taming tactics and data-governance must-dos.

๐Ÿš€ TDWI Mรผnchen 2025 โ€“ drei Tage im Analytics-Universum!

Meine Highlights zu GenAI, Komplexitรคtsยญbremse & Data Governance โ€“ inklusive Code aus meinem RAG-Workshop โ€“ findest du in meinem Recap
buckenhofer.com/2025/06/tdwi...

#AdamRiese #TDWI #TDWIMunich #GenAI #DataGovernance #RAG

28.06.2025 17:13 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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TDWI Mรผnchen | Programm Welche Vortrรคge und Workshops erwarten uns auf der TDWI Mรผnchen? Hier gibt es alle Informationen!

๐Ÿ’ป ๐‚๐จ๐๐ข๐ž๐ซ๐ž๐ง ๐ฌ๐ญ๐š๐ญ๐ญ ๐…๐จ๐ฅ๐ข๐ž๐ซ๐ž๐ง!

Lust auf einen ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง-๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ zu Retrieval Augmented Generation auf der #๐“๐ƒ๐–๐ˆ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ“ (24.โ€“26.06.)?

Ablauf:
๐ŸงนDaten laden & reinigen
โœ‚๏ธChunking
๐ŸงฎEmbedding
๐Ÿ—„๏ธVector Store
๐ŸŒ€Prompt pimpen
๐Ÿช„Chat GPTiert

www.tdwi-konferenz.de/de/programm/...

#RAG #VectorSearch #AdamRiese

19.06.2025 09:04 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Integrating Oracle AI Vector, Ollama, and Mistral - data.KISS By integrating Oracle AI Vector Search,ย Ollama, andย Mistral, developers can build intelligent applications that leverage structured data, semantic search, and local LLMsโ€”all within a unified environme...

Integrating Oracle AI Vector, Ollama, and Mistral
#oracleai #ollama #mistral #llm #vector

buckenhofer.com/2025/05/inte...

25.05.2025 14:13 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Spotify music clustering with Oracle AI Vector: From vectors to visual insights - data.KISS The article uses Oracle AI Vector for a use case to cluster and visualize vectors. In my previous article I showed how to enable Oracle AI Vector, create a

Article on clustering and visualizing vectors using Oracle AI Vector
#oracleai #tsne #kmeans

buckenhofer.com/2025/05/spot...

25.05.2025 14:09 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

The hunt for getting the โ€žlow hanging fruitโ€œ reminds me of need vs want in your article. Need is ignored - convenience and instant gratification is the short-term focus in low hanging fruit.

21.05.2025 03:59 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Iโ€˜m looking forward to my workshop on โ€ž๐—›๐—ฎ๐—ป๐—ฑ๐˜€-๐—ผ๐—ป ๐—ฅ๐—”๐—š: ๐—ฉ๐—ฒ๐—ธ๐˜๐—ผ๐—ฟ๐—ฏ๐—ฎ๐˜€๐—ถ๐—ฒ๐—ฟ๐˜๐—ฒ ๐—ฆ๐˜‚๐—ฐ๐—ต๐—ฒ ๐—บ๐—ถ๐˜ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ปโ€œ at TDWI conference (24.โ€“26. Juni 2025). Letโ€˜s dive into the world of semantic search.
#AdamRiese #TDWI #VectorDatabase #RAG #SemanticSearch #DataArchitecture
TDWI program: www.tdwi-konferenz.de/de/programm/...

12.03.2025 17:13 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0