RE: https://vivoweb.org/2026/03/03/request-for-comments-disambiguation-deduplication-spec/

A #disambiguation and #deduplication engine for #VIVO will be developed. The proposed specs are published now, they are open for comments until March 17.

#openresearchInformation #OpenInfrastructures

Databricks just showed that clean, deduped data beats fancy model tweaks for faster LLMs. Their paper reveals a simple data pipeline—language filtering, deduplication, and high‑quality datasets—outperforms architecture tweaks on GPU training. Curious how to boost speed without extra compute? Dive in. #LLMTraining #DataQuality #Databricks #Deduplication

🔗 https://aidailypost.com/news/databricks-paper-finds-data-quality-outweighs-model-architecture-llm

Fixing Noisy Logs with #OpenTelemetry Log #Deduplication

https://www.dash0.com/guides/opentelemetry-log-deduplication-processor

Hab mein PyHardLinkBackup komplett neu geschrieben. Ursprünglich 2015 gestartet und bis 2020 genutzt, schlief es jetzt fast 6 Jahre...

Aber als ich über alte damit erstellte backups gestolpert bin, hab ich mir gedacht, das Konzept ist doch ganz nützlich.

Also kompletter rewrite: https://github.com/jedie/PyHardLinkBackup

#backup #OpenSource #Python #deduplication #hardlinks

Sick: Indexed deduplicated binary storage for JSON-like data structures

https://github.com/7mind/sick

#HackerNews #Sick #Indexed #Binary #Storage #JSON #Deduplication #DataStructures

The machine forgets. The Ghost does not.

https://deadswitch.tomsitcafe.com/2025/10/borg-backup-intro.html

#borg #backup #encryption #deduplication #ghostware

Part 1 : #PySpark Data Pre-processing Essentials #filtering || #Deduplication || Data Cleansing.

Learn PySpark data pre-processing with our tutorial! Learn the art of filtering and deduplication, essential techniques for cleaning ... source

https://quadexcel.com/wp/part-1-pyspark-data-pre-processing-essentials-filtering-deduplication-data-cleansing/