Data Warehouse Optimizations Every Developer Should Know | Webinar 🤓

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  • čas přidán 30. 07. 2024
  • Data Warehouse Optimizations Every Developer Should Know
    Learn about quick optimization tricks to speed up your queries BEFORE paying big bucks.
    In this session, Matan explored some of the traditional techniques, like indexing, as well as modern techniques that make your queries go from fast to fastest in the cloud:
    ✔️ How to use clustered indexes for better data pruning
    Schema evolution using JSONs
    ✔️ Eliminate JOIN/UNION using array + lambdas
    ✔️ Accelerate schema mutations using daily objects
    ✔️ Accelerate aggregation queries using partitions + distributed execution
    00:00 Intro
    01:45 What qualifies as warehouse-based data app?
    05:38 Data app examples
    06:23 Data warehouse optimization techniques
    07:02 Improve data pruning using clustered indexes
    14:53 Eliminate JOIN using ARRAYS
    22:41 Accelerate UPSERT using PARTITIONS
    29:56 Schema evolution using JSON and LAMBDA
    firebolt.io/resources/webinar-data-warehouse-optimizations-every-developer-should-know
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