Amazon Redshift Spectrum vs Vespa

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Amazon Redshift Spectrum

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Vespa

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Amazon Redshift Spectrum vs Vespa: What are the differences?

Amazon Redshift Spectrum: Exabyte-Scale In-Place Queries of S3 Data. With Redshift Spectrum, you can extend the analytic power of Amazon Redshift beyond data stored on local disks in your data warehouse to query vast amounts of unstructured data in your Amazon S3 “data lake” -- without having to load or transform any data; Vespa: Store, search, rank and organize big data. Vespa is an engine for low-latency computation over large data sets. It stores and indexes your data such that queries, selection and processing over the data can be performed at serving time.

Amazon Redshift Spectrum and Vespa belong to "Big Data Tools" category of the tech stack.

Vespa is an open source tool with 2.85K GitHub stars and 339 GitHub forks. Here's a link to Vespa's open source repository on GitHub.

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Pros of Amazon Redshift Spectrum
Pros of Vespa
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    Good Performance
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    Great Documentation
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    Economical
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    What is Amazon Redshift Spectrum?

    With Redshift Spectrum, you can extend the analytic power of Amazon Redshift beyond data stored on local disks in your data warehouse to query vast amounts of unstructured data in your Amazon S3 “data lake” -- without having to load or transform any data.

    What is Vespa?

    Vespa is an engine for low-latency computation over large data sets. It stores and indexes your data such that queries, selection and processing over the data can be performed at serving time.

    Need advice about which tool to choose?Ask the StackShare community!

    What companies use Amazon Redshift Spectrum?
    What companies use Vespa?
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    What tools integrate with Amazon Redshift Spectrum?
    What tools integrate with Vespa?

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    What are some alternatives to Amazon Redshift Spectrum and Vespa?
    Amazon Athena
    Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.
    Amazon Redshift
    It is optimized for data sets ranging from a few hundred gigabytes to a petabyte or more and costs less than $1,000 per terabyte per year, a tenth the cost of most traditional data warehousing solutions.
    MySQL
    The MySQL software delivers a very fast, multi-threaded, multi-user, and robust SQL (Structured Query Language) database server. MySQL Server is intended for mission-critical, heavy-load production systems as well as for embedding into mass-deployed software.
    PostgreSQL
    PostgreSQL is an advanced object-relational database management system that supports an extended subset of the SQL standard, including transactions, foreign keys, subqueries, triggers, user-defined types and functions.
    MongoDB
    MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
    See all alternatives