AWS Big Data

JULY 20, 2023

Additionally, partition evolution enables experimentation with various partitioning strategies to optimize cost and performance without requiring a rewrite of the table’s data every time. Furthermore, Apache Iceberg’s time travel feature provides the ability to review a table’s history and roll back to a previous snapshot.

Data Lake 98

Data Lake Analytics Snapshot Data Quality 98

AWS Big Data

OCTOBER 19, 2023

or later supports change data capture as an experimental feature, which is only available for Copy-on-Write (CoW) tables. csv has historical records for record ID='AE000041196' from 20220101 to 20221231 ; however, the query result shows only four records, one record per ELEMENT at the latest snapshot of the day 20221230 or 20221231.

Data Lake 137

Data Lake Data Warehouse Visualization Snapshot 137

AWS Big Data

JULY 8, 2024

In every Apache Flink release, there are exciting new experimental features. Extending checkpoint intervals allows Apache Flink to prioritize processing throughput over frequent state snapshots, thereby improving efficiency and performance. Connectors With the release of version 1.19.1,

Management 114

Management Snapshot Dashboards Consulting 114

Domino Data Lab

JANUARY 11, 2021

It offers an extensive array of features making experimentation, reproducibility, and collaboration across the data science life cycle easy to manage, helping organizations to work faster, deploy results sooner and scale data science across the entire enterprise. Domino Data Lab is the system-of-record for enterprise data science teams.

Data Science 103

Data Science Recreation/Entertainment Data Warehouse Publishing 103

AWS Big Data

SEPTEMBER 13, 2024

name=='spark-cluster-b-v' && state=='RUNNING'].id"

Management 110

Management Snapshot Cost-Benefit Testing 110

IBM Big Data Hub

SEPTEMBER 25, 2023

They ingest data in snapshots from operational systems. Next, they build model data sets out of the snapshots, cleanse and deduplicate the data, and prepare it for analysis as Parquet files. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber.

OLAP 86

OLAP Data Lake Data-driven Online Analytical Processing 86

Ontotext

AUGUST 8, 2024

And up until recently, the lab tests were relatively simple, point-in-time snapshots of a single quantitative result. Around 2015, Next-Generation Sequencing (NGS) became an accepted diagnostic tool with data capture that was more complex than a simple point-in-time snapshot.

Informatics 64

Informatics Snapshot Software Testing 64

AWS Big Data

MARCH 20, 2023

Spark Structured Streaming continuous processing is an experimental feature and provides at-least once guarantees. It handles core capabilities like provisioning compute resources, parallel computation, automatic scaling , and application backups (implemented as checkpoints and snapshots).

Analytics 52

Analytics Data Processing Slice and Dice Data Lake 52

Corinium

APRIL 25, 2019

For example, a single source of truth like your customer master might have had some basic access controls in place, but one of its administrators agreed take a snapshot of that data and share with a marketing analyst team (for example), and it’s their BI tool that got breached.

Insurance 150

Insurance Risk IoT Data-driven 150

AWS Big Data

MAY 9, 2025

Representative use case The following are common scenarios where PyIceberg can be particularly useful: Data science experimentation and feature engineering In data science, experiment reproducibility is crucial for maintaining reliable and efficient analyses and models.

Snapshot 89

Snapshot Analytics Data-driven Data Processing 89