Cost-Benefit Optimization Snapshot Testing 
AWS Big Data
OCTOBER 3, 2023
Compaction is the process of combining these small data and metadata files to improve performance and reduce cost. Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. with Spark 3.3.2,
datapine
MAY 2, 2023
Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. These applications are designed to benefit logistics and shipping companies alike. Did you know?
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AWS Big Data
NOVEMBER 17, 2023
It also applies general software engineering principles like integrating with git repositories, setting up DRYer code, adding functional test cases, and including external libraries. In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift. For more information, refer SQL models.
AWS Big Data
NOVEMBER 16, 2023
Building a starter version of anything can often be straightforward, but building something with enterprise-grade scale, security, resiliency, and performance typically requires knowledge and adherence to battle-tested best practices, and using the right tools and features in the right scenario.
AWS Big Data
MARCH 2, 2023
Apache Iceberg is designed to support these features on cost-effective petabyte-scale data lakes on Amazon S3. Whenever there is an update to the Iceberg table, a new snapshot of the table is created, and the metadata pointer points to the current table metadata file. The snapshot points to the manifest list.
Cloudera
JULY 14, 2023
However, as there are already 25 million terabytes of data stored in the Hive table format, migrating existing tables in the Hive table format into the Iceberg table format is necessary for performance and cost. They also provide a “ snapshot” procedure that creates an Iceberg table with a different name with the same underlying data.
datapine
APRIL 12, 2023
In November, while running an advertising campaign that cost $1,500, the retailer sells $20,000 worth of ethical sweaters online. As you’ve learned by now, when done correctly, incremental sales analysis can bring multiple benefits to your company. In the end, your marketing efforts are only as valuable as their profitability.
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