Author: kiran.irabatti
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PySpark Cache Optimization: Why Your Pipeline Is Slow
The Problem: A 40-Minute Pipeline That Should Take 10 Why do PySpark pipelines slow down even when the cluster is properly sized and the code is correct? In most cases, the answer is redundant computation – Spark silently re-executing the same joins, filters, and transformations every time an action like count() or write() is called,…
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Monolith to Microservices: Scaling a Failing Backend
Signs Your Monolithic Architecture Is Failing Under Load Our team at ScriptsHub Technologies was engaged by a mid-market healthcare benefits provider whose core enrollment platform had become a critical business liability. The system – a single monolithic application built eight years prior – handled authentication, enrollment workflows, payment processing, document generation, and reporting within one…
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Power BI SCD Type 2: Fix Historical Reporting Using DAX
Discover the key AI trends shaping enterprise transformation in 2026 and how organizations can leverage them for competitive advantage.