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Data Distribution Strategy and Best Practices

By: Arshad

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Data Distribution Strategy and Best Practices

1.Introduction of distributed system and data distribution
2.Table types in SQL pools
3.Round Robin Distribution - Introduction
4.Hash Distribution - Introduction
5.Concept of distribution and how it maps to compute nodes
6.Round Robin Vs Hash - Example and performance differences
7.Round Robin Vs Hash - Analyze execution plans
8.Round Robin Vs Hash - Join Compatibility
9.Hash Distribution - Data skewness
... Show more
11.Hash Distributed - Best Practices and Guidelines
12.Replicated Table - Introduction, Best Practices and Guidelines
13.Replicated Table - Example

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Instructed by

Arshad Ali
Principal Architect

Seasoned technical architect with deep experience in architecting and delivering enterprise scale data warehousing, business intelligence, big data and advance analytics solutions for enterprise customers across globe. Engages with strategic customers for digital transformation and business prioritization processes, particularly focused on data platform modernization and data analytics, to enable them to better utilize their data platform assets, and drive new insights and scale from their investment in cloud solutions through a combination of batch or real-time data consumption & processing (Lambda or Kappa architecture), predictive analytics as well as intuitive visualizations that enables users to make smarter, faster decisions.


A technical thought-leader who manages and collaborates with multi-stakeholders ecosystem - customers, engineering, marketing and sales, consulting, partners etc.


Presented in several technical events both internally and externally. Has co-authored a book on big data analytics (Big Data Analytics with Microsoft HDInsight by Sams\Pearson) and has written 200+ technical and performance optimization technique articles on data platform and analytics which have been published on several sites.

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Who is this Data Distribution Strategy and Best Practices for?
distributed system data distribution round robin hash hash distribution hash distributed data
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