Skyward Data

460K VSAM Records in 25 Seconds: Rethinking VSAM → PostgreSQL at Enterprise Scale


Listen Later

What really slows down IBM Z modernization?

It’s not the application code.

It’s the data.

In this episode of Skyward Data, Dusty Froyum (Co-Founder, VirtualZ) and Marc Sokol (Executive Chairman, former SVP at CA Technologies) break down what’s actually happening inside enterprise VSAM → PostgreSQL migrations — and why data execution is often the hardest part to get right.

They walk through real-world results, including:

  • 460,000 VSAM records moved to PostgreSQL in 25 seconds
  • 60.9 million records delivered in 18 minutes (~56K/sec sustained)
  • But the conversation goes beyond performance.

    You’ll hear how modernization efforts often start as “simple migrations” — only to become complex when data dependencies, stale datasets, and heavy ETL or CDC architectures enter the picture.

    Marc shares firsthand experience from decades in the mainframe world, including why so many migration programs slow down at the data layer — and what changes when execution becomes predictable.

    Dusty outlines how a no-code, direct-access approach can simplify architecture, reduce operational complexity, and help teams meet tight migration windows without over-engineering the solution.

    • Why data — not code — delays modernization
    • The hidden complexity behind “simple” migrations
    • How to avoid overbuilt ETL and CDC architectures
    • Incremental data movement without disruption
    • What predictable execution looks like at enterprise scale
    • Visit: www.virtualzcomputing.com

      Or reach out: [email protected]

      ...more
      View all episodesView all episodes
      Download on the App Store

      Skyward DataBy VirtualZ