Octopai

JANUARY 21, 2020

How much time has your BI team wasted on finding data and creating metadata management reports? BI groups spend more than 50% of their time and effort manually searching for metadata. It’s a snapshot of data at a specific point in time, at the end of a day, week, month or year. Ready for your next audit? Cube to the rescue.

OLAP 56

OLAP Metadata Online Analytical Processing Data Quality 56

Cloudera

SEPTEMBER 1, 2020

See the snapshot below. HDFS also provides snapshotting, inter-cluster replication, and disaster recovery. . The application provides support for the Solr standard query language and visualization of faceted search functionality. Coordinates distribution of data and metadata, also known as shards. What does DDE entail?

Snapshot 66

Snapshot Unstructured Data Dashboards Interactive 66

Cloudera

AUGUST 26, 2021

Before we jump into the data ingestion step, here is a quick overview of how Ozone manages its metadata namespace through volumes, buckets and keys. . If created using the Filesystem interface, the intermediate prefixes ( application-1 & application-1/instance-1 ) are created as directories in the Ozone metadata store.

Data Science 108

Data Science Forecasting Metadata Machine Learning 108

AWS Big Data

MARCH 25, 2024

The result is made available to the application by querying the latest snapshot. The snapshot constantly updates through stream processing; therefore, the up-to-date data is provided in the context of a user prompt to the model. OpenSearch Service offers visualization capabilities powered by OpenSearch Dashboards and Kibana (1.5

Data Lake 88

Data Lake Unstructured Data Management Modeling 88

AWS Big Data

AUGUST 23, 2023

Take Observability to the next level Observability in OpenSearch is a collection of plugins and features that let you explore, query and visualize telemetry data stored in OpenSearch. Before that, you needed to navigate to the Observability plugin to create event analytics visualizations using Piped Processing Language (PPL).

Snapshot 93

Snapshot Dashboards Visualization Metrics 93

AWS Big Data

OCTOBER 11, 2023

Frequent materialized view refreshes on top of constantly changing base tables due to streamed data can lead to snapshot isolation errors. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day.

Management 103

Management Metadata Analytics Dashboards 103

AWS Big Data

NOVEMBER 22, 2023

AWS Glue Crawler is a component of AWS Glue, which allows you to create table metadata from data content automatically without requiring manual definition of the metadata. AWS Glue crawlers updates the latest metadata file location in the AWS Glue Data Catalog that AWS analytical engines can directly use.

Data Lake 91

Data Lake Snapshot Metadata Optimization 91

AWS Big Data

JULY 28, 2023

By creating visual representations of data flows, organizations can gain a clear understanding of the lifecycle of personal data and identify potential vulnerabilities or compliance gaps. Tags provide metadata about resources at a glance. Redshift resources, such as namespaces, workgroups, snapshots, and clusters can be tagged.

Snapshot 81

Snapshot Metadata Measurement Data Warehouse 81

AWS Big Data

FEBRUARY 1, 2023

To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake. You can visually create, run, and monitor extract, transform, and load (ETL) pipelines to load data into your data lakes.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

Cloudera

MARCH 23, 2022

For example, a Jupyter notebook in CML, can use Spark or Python framework to directly access an Iceberg table to build a forecast model, while new data is ingested via NiFi flows, and a SQL analyst monitors revenue targets using Data Visualization. 2: Open formats. 3: Open Performance. Financial regulation. Reproducibility for ML Ops.

Metadata 89

Metadata Data Architecture Machine Learning Cost-Benefit 89

AWS Big Data

MARCH 3, 2023

You can set up a single-view dashboard in CloudWatch to visualize application-level and job-level metrics using an AWS CloudFormation template provided on the EMR Serverless CloudWatch Dashboard GitHub repository. A Delta table manifest contains a list of files that make up a consistent snapshot of the Delta table.

Data Lake 81

Data Lake Dashboards Metrics Metadata 81

DataKitchen

AUGUST 8, 2023

Data Observability leverages five critical technologies to create a data awareness AI engine: data profiling, active metadata analysis, machine learning, data monitoring, and data lineage. Data Lineage, a form of static analysis , is like a snapshot or a historical record describing data assets at a specific time.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. The earliest DI use cases leveraged metadata — EG, popularity rankings reflecting the most used data — to surface assets most useful to others. Again, metadata is key. Data Intelligence and Metadata. Data intelligence is fueled by metadata.

Metadata 64

Metadata Data Governance Dashboards Software 64

DataKitchen

JANUARY 23, 2023

Data lineage is often considered static because it is typically based on snapshots of data and metadata taken at a specific time. Only then can you tell the true impact of a column name change on the data transformations, the models, and the visualization you give to your customers.

Testing 130

Testing Data Governance Data Quality Data-driven 130