Data Modeling & Architecture

Amazon Redshift Development and Consulting Services

To achieve the exceptional performance and cost advantages provided by Amazon Redshift, it all starts with a solid Redshift Data Model, designed around AWS Redshift Best Practices. Our Data Modeling and Architectural solutions include:

  • Design and development of scalable petabyte DW solutions in AWS Redshift
  • Multiple On-Demand Redshift Spectrum clusters to improve concurrency
  • Investigation of data skew and best practices based upon skew
  • Advanced Architectural Data Models based on MPP design principles
  • Implementation of Sorting Strategies based on Best Practices (Compound, Interleaved Sort Keys)
  • Use of VACUUM processes for Reindexing of Sort Keys
  • Selection of column compression encodings (raw, delta, lzo, byte-dictionary, mostly, run-length etc)
  • Data Distribution Design and Selection of distribution keys (Even, Key, All)
  • Constraint Definition and Configuration
  • Logical and Physical Data Modeling

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About Us

RougeWarehouse is a MPP (Massively Parallel Processing) consulting firm focused on architecture and development of scalable data warehouse solutions built on top of Amazon Redshift. Our senior redshift consultants, maintain extensive Redshift architecture knowledge and have built many highly scalable data warehouse solutions, processing terabytes of data per day.

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