AWS Big Data

AUGUST 23, 2023

Snapshot management By default, OpenSearch Service takes hourly snapshots of your data with a retention time of 14 days. The automatic snapshots are incremental in nature and help you recover from data loss or cluster failure. Snapshot management is available under the index management plugin in OpenSearch Dashboards.

Snapshot 97

Snapshot Dashboards Visualization Metrics 97

Smart Data Collective

JUNE 17, 2019

In fact, you’ll probably have to do some prior planning and even make some concessions as you prioritize keynote presentations, break out sessions, demos, and workshops. Data conferences can be downright thrilling when you consider they’re just as much a glimpse into the future as they are a snapshot of the present.

Snapshot 94

Snapshot Data Science Big Data Marketing 94

O'Reilly on Data

MARCH 20, 2019

Model monitoring and management explicitly for security : Serious practitioners understand most models are trained on static snapshots of reality represented by training data and that their prediction accuracy degrades in real time as present realities drift away from the past information captured in the training data. “A ACM (2018).

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

AWS Big Data

APRIL 27, 2023

Athena also supports the ability to create views and perform VACUUM (snapshot expiration) on Apache Iceberg tables to optimize storage and performance. Specifically, to extract changed data including inserts, updates, and deletes from the database, you can configure AWS DMS with two replication tasks, as described in the following workshop.

Data Lake 81

Data Lake Snapshot Optimization Data Transformation 81

AWS Big Data

JULY 20, 2023

Expiring old snapshots – This operation provides a way to remove outdated snapshots and their associated data files, enabling Orca to maintain low storage costs. 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 94

Data Lake Analytics Snapshot Data Quality 94

datapine

JANUARY 7, 2020

Evidence: While this may seem like an abstract concept, when it comes to data analytics, the more panoramic a snapshot you can access, the better. The intuitive and customizable nature of an executive dashboard offers the unique (and powerful) benefit of speeding up existing processes while enhancing the strategy and decision-making process.

Dashboards 149

Dashboards Reporting KPI Metrics 149

Cloudera

OCTOBER 16, 2023

Time Travel: Reproduce a query as of a given time or snapshot ID, which can be used for historical audits, validating ML models, and rollback of erroneous operations, as an example. Table Rollback : Allow users to quickly correct problems by resetting tables to a good state. and follow our Getting Started blog series.

Snapshot 80

Snapshot Management Data Processing Modeling 80