Tech Lead Journal

#131 - Data Essentials in Software Architecture - Pramod Sadalage


Listen Later

“The notion of transaction, consistency, and ACID compliance are many times tech imposed. It should be the business that makes the decision. We as technologists should not make that decision."

Pramod Sadalage is a Director at ThoughtWorks and the co-author of the Jolt Award winning “Refactoring Databases”. In this episode, we discussed data essentials in software architecture. Pramod started by explaining why dealing with data is hard in software architecture and some data related concerns we should think about when making architecture decisions. He then shared the thought process of how we can choose the right database for our purpose and shared insights on data modeling differences between SQL and NoSQL. Pramod also touched on the important considerations in managing transactions and the trade-offs between ACID and eventual consistency. Towards the end, Pramod shared practical advice on the step-by-step how we can split a monolithic database through database refactoring.  

Listen out for:

  • Career Journey - [00:04:23]
  • Data is Hard - [00:15:57]
  • Data Related Architecture Concerns - [00:18:36]
  • Choosing the Right Database - [00:24:19]
  • Data Modeling in SQL vs NoSQL - [00:30:28]
  • Managing Transactions - [00:37:31]
  • Tradeoff Between ACID & Eventual Consistency - [00:44:06]
  • Refactoring Database - [00:46:58]
  • 3 Tech Lead Wisdom - [00:54:58]
  • _____

    Pramod Sadalage’s Bio
    Pramod Sadalage is Director at ThoughtWorks where he enjoys the rare role of bridging the divide between database professionals and application developers. In the early 00’s he developed techniques to allow relational databases to be designed in an evolutionary manner based on version-controlled schema migrations. He is co-author of Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures, co-author for Building Evolutionary Architectures - Automated Software Governance, co-author of Refactoring Databases: Evolutionary Database Design, co-author of NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot Persistence, author of Recipes for Continuous Database Integration and continues to speak and write about the insights he and his clients learn.

    Follow Pramod Sadalage:

    • Twitter – @pramodsadalage
    • LinkedIn – linkedin.com/in/pramodsadalage
    • Website – sadalage.com
    • Database Refactoring – databaserefactoring.com
    • DevOps for DBA – devopsfordba.com
    • Agile Data – agiledata.org
    • _____

      Our Sponsors

      Are you looking for a new cool swag? Tech Lead Journal now offers you some swags that you can purchase online. These swags are printed on-demand based on your preference, and will be delivered safely to you all over the world where shipping is available. Check out all the cool swags available by visiting techleadjournal.dev/shop. And don't forget to brag yourself once you receive any of those swags.


      Like this episode?

      Show notes & transcript: techleadjournal.dev/episodes/131

      Follow @techleadjournal on LinkedIn, Twitter, and Instagram.
      Buy me a coffee or become a patron.

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

      Tech Lead JournalBy Henry Suryawirawan

      • 4.7
      • 4.7
      • 4.7
      • 4.7
      • 4.7

      4.7

      14 ratings


      More shows like Tech Lead Journal

      View all
      The Knowledge Project by Shane Parrish

      The Knowledge Project

      2,672 Listeners

      Software Engineering Radio - the podcast for professional software developers by team@se-radio.net (SE-Radio Team)

      Software Engineering Radio - the podcast for professional software developers

      273 Listeners

      The Changelog: Software Development, Open Source by Changelog Media

      The Changelog: Software Development, Open Source

      288 Listeners

      Software Engineering Daily by Software Engineering Daily

      Software Engineering Daily

      626 Listeners

      Talk Python To Me by Michael Kennedy

      Talk Python To Me

      583 Listeners

      Soft Skills Engineering by Jamison Dance and Dave Smith

      Soft Skills Engineering

      287 Listeners

      Thoughtworks Technology Podcast by Thoughtworks

      Thoughtworks Technology Podcast

      44 Listeners

      The InfoQ Podcast by InfoQ

      The InfoQ Podcast

      38 Listeners

      Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

      Syntax - Tasty Web Development Treats

      985 Listeners

      Today, Explained by Vox

      Today, Explained

      10,331 Listeners

      The Stack Overflow Podcast by The Stack Overflow Podcast

      The Stack Overflow Podcast

      63 Listeners

      The Big Take by Bloomberg

      The Big Take

      155 Listeners

      科技工作講 Tech Job N Talk by Tech Job N Talk 科技工作講

      科技工作講 Tech Job N Talk

      24 Listeners

      HBR On Leadership by Harvard Business Review

      HBR On Leadership

      170 Listeners

      The Pragmatic Engineer by Gergely Orosz

      The Pragmatic Engineer

      77 Listeners