Topic

#data-pipelines

2 articles found

Breaking the Code: I Built SEQUOIA Cloud Compute Engine from Scratch

RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source) After 20+ hours of compute time on local hardware, I benchmarked 7 RAG configurations against real-world tasks. The results surprised me — and changed how I think about retrieval architecture. RAG is everywhere in 2026. Everyone claims t

#cloud-computing#open-source#data-pipelines#benchmarking

· 3 days ago· Analytics Vidhya

Boosting PySpark Performance: 12 Expert-Backed Strategies for Faster Spark Jobs

Modern data pipelines handle massive volumes of structured and unstructured data every day. As datasets grow, poorly optimized Spark jobs become slower, more expensive, and harder to scale. Common issues include long execution times, excessive shuffling, memory bottlenecks, and inefficient joins. Ef

#pyspark#data-pipelines#big-data#data-optimization#spark-jobs