AWS Big Data

OCTOBER 3, 2023

For more information on streaming applications on AWS, refer to Real-time Data Streaming and Analytics. To learn more about the available optimize data executors and catalog properties, refer to the README file in the GitHub repo. For instructions to set up an EMR notebook, refer to Amazon EMR Studio overview.

Optimization 106

Optimization Snapshot Data Lake Metadata 106

AWS Big Data

APRIL 3, 2024

Snowflake integrates with AWS Glue Data Catalog to retrieve the snapshot location. In the event of a query, Snowflake uses the snapshot location from AWS Glue Data Catalog to read Iceberg table data in Amazon S3. Snowflake can query across Iceberg and Snowflake table formats.

Data Lake 92

Data Lake Snapshot Metadata Data Architecture 92

AWS Big Data

SEPTEMBER 14, 2023

We’ve already discussed how checkpoints, when triggered by the job manager, signal all source operators to snapshot their state, which is then broadcasted as a special record called a checkpoint barrier. When barriers from all upstream partitions have arrived, the sub-task takes a snapshot of its state.

Snapshot 85

Snapshot Broadcasting Optimization Management 85

CIO Business Intelligence

JUNE 28, 2022

On the secondary storage front, you need to figure out what to do from a replication/snapshot perspective for disaster recovery and business continuity. Data needs to be air-gapped, including logical air gapping and immutable snapshot technologies. Data security must go hand-in-hand with cyber resilience.

Snapshot 96

Snapshot Enterprise Testing Software 96

CIO Business Intelligence

SEPTEMBER 22, 2022

InfiniSafe brings together the key foundational requirements essential for delivering comprehensive cyber-recovery capabilities with immutable snapshots, logical air-gapped protection, a fenced forensic network, and near-instantaneous recovery of backups of any repository size.”.

Snapshot 98

Snapshot IT Cost-Benefit Reporting 98

Cloudera

FEBRUARY 4, 2022

For more information and get started with COD, refer to Getting Started with Cloudera Data Platform Operational Database (COD). Using a snapshot to migrate data. To start the process you first have to disable the replication peer before taking a snapshot. Migrate your HBase to CDP Operational Database (COD).

Snapshot 76

Snapshot Management IT 76

AWS Big Data

MARCH 27, 2023

For Filter by resource type , you can filter by Workgroup , Namespace , Snapshot , and Recovery Point. For more details on tagging, refer to Tagging resources overview. For more tagging best practices, refer to Tagging AWS resources. Choose Save changes. Confirm the changes by choosing Apply changes.

Data Warehouse 82

Data Warehouse Management Snapshot Data Lake 82

AWS Big Data

OCTOBER 18, 2023

in Amazon OpenSearch Service , we introduced Snapshot Management , which automates the process of taking snapshots of your domain. Snapshot Management helps you create point-in-time backups of your domain using OpenSearch Dashboards, including both data and configuration settings (for visualizations and dashboards).

Snapshot 79

Snapshot Management Dashboards Data Processing 79

AWS Big Data

APRIL 10, 2024

For complete getting started guides, refer to Working with Aurora zero-ETL integrations with Amazon Redshift and Working with zero-ETL integrations. Refer to Connect to an Aurora PostgreSQL DB cluster for the options to connect to the PostgreSQL cluster. The following diagram illustrates the architecture implemented in this post.

Data Warehouse 89

Data Warehouse Analytics Metrics Snapshot 89

AWS Big Data

NOVEMBER 16, 2023

Data Vault overview For a brief review of the core Data Vault premise and concepts, refer to the first post in this series. For more information, refer to Amazon Redshift database encryption. Automated snapshots retain all of the data required to restore a data warehouse from a snapshot. model in Amazon Redshift.

Enterprise 80

Enterprise Data Warehouse Snapshot Cost-Benefit 80

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. For more information, refer to Notions of Time: Event Time and Processing Time.

Data Lake 87

Data Lake Unstructured Data Management Modeling 87

AWS Big Data

JANUARY 8, 2024

Refer to Amazon Kinesis Data Streams integrations for additional details. Refer to Near Real-Time Processing with Amazon Kinesis, Amazon Timestream, and Grafana showcasing a serverless streaming pipeline to process and store device telemetry IoT data into a time series optimized data store such as Amazon Timestream.

Analytics 109

Analytics IoT Data-driven Snapshot 109

AWS Big Data

MARCH 2, 2023

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. At the top of the hierarchy is the metadata file, which stores information about the table’s schema, partition information, and snapshots. This makes the overall writes slower.

Data Lake 114

Data Lake Data Processing Metadata Snapshot 114

Cloudera

NOVEMBER 15, 2022

Additionally, region split/merge operations and snapshot restore/clone operations create links or references to store files, which in the context of store file tracking require the same handling as store files. Snapshot cloning. New store files are also created by compactions and bulk loading.

Snapshot 76

Snapshot Cost-Benefit Reporting IT 76

AWS Big Data

MARCH 23, 2023

For additional information about roles, refer to Requirements for roles used to register locations. Refer to Registering an encrypted Amazon S3 location for guidance. The Iceberg table keeps track of the snapshots. consumer_iceberg$snapshots" limit 10; We can observe that we have generated multiple snapshots.

Interactive 66

Interactive Snapshot Data Lake Software 66

Cloudera

JULY 14, 2023

They also provide a “ snapshot” procedure that creates an Iceberg table with a different name with the same underlying data. You could first create a snapshot table, run sanity checks on the snapshot table, and ensure that everything is in order. As of this writing, the “__BACKUP__” suffix is hardcoded.

Snapshot 70

Snapshot Metadata Data Warehouse Testing 70

datapine

JUNE 23, 2020

By including this cohesive mix of visual information, every CFO, regardless of sector, can gain a clear snapshot of the company’s fiscal performance within the first quarter of the year. This is one of the high-level CFO metrics that need to be monitored in order to see a bigger picture of acquiring your income.

Dashboards 298

Dashboards Reporting KPI Metrics 298

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. Please reference user documentation for installation and configuration of Cloudera Data Platform Private Cloud Base 7.1.9 as well for streaming ingestion.

Snapshot 76

Snapshot Management Data Processing Modeling 76

AWS Big Data

JULY 26, 2023

To learn more about how to implement your AWS Glue job scripts locally, refer to Develop and test AWS Glue version 3.0 To learn more about how to achieve unit testing locally, refer to Develop and test AWS Glue version 3.0 jobs locally using a Docker container. Test In the testing phase, you check the implementation for bugs.

Data Integration 69

Data Integration Snapshot Testing Visualization 69

Cloudera

NOVEMBER 12, 2021

We also couldn’t reference the underlying infrastructure as it would break our abstraction as an “autonomous database.”. Create a snapshot . Export the snapshot to the destination in the Cloud. Import the snapshot into the database. This meant intelligent automation behind the scenes. Enable replication.

Software 94

Software Enterprise Snapshot IT 94

AWS Big Data

JUNE 5, 2023

In the event of an upgrade failure, Amazon MWAA is designed to roll back to the previous stable version using the associated metadata database snapshot. To learn more about in-place version upgrades, refer to Upgrading the Apache Airflow version from Amazon MWAA documentation. You can upgrade your existing Apache Airflow 2.0

Snapshot 73

Snapshot Metadata Testing Data-driven 73

AWS Big Data

NOVEMBER 6, 2023

You can see the time each task spends idling while waiting for the Redshift cluster to be created, snapshotted, and paused. Refer to the Configuration reference in the User Guide for detailed configuration values. To learn more about Setup and Teardown tasks, refer to the Apache Airflow documentation.

Metrics 99

Metrics Metadata Snapshot Management 99

datapine

APRIL 2, 2020

To track KPIs and set actionable benchmarks, today’s most forward-thinking businesses use what is often referred to as a KPI tracking system or a key performance indicator report. Key performance provides a panoramic snapshot of your business’s essential activities. So, what do most companies use to track KPIs?

KPI 195

KPI Key Performance Indicator Software Cost-Benefit 195

FineReport

APRIL 28, 2021

Simply put, you can understand the report as a snapshot of the actual situation, and the analysis can be described as the further exploration of the phenomenon. If you want to know in more details, you can refer to: Reporting vs Analytics: Why Different & Which is More Needed? Difference between Analysis and Reports. BI vs Report.

Reporting 98

Reporting Key Performance Indicator Dashboards Visualization 98

AWS Big Data

DECEMBER 13, 2023

Valid values for OP field are: c = create u = update d = delete r = read (applies to only snapshots) The following diagram illustrates the solution architecture: The solution workflow consists of the following steps: Amazon Aurora MySQL has a binary log (i.e., In this example, c indicates that the operation created a row.

Data Warehouse 94

Data Warehouse Snapshot Data Processing Management 94

CIO Business Intelligence

AUGUST 17, 2022

To help make it quick and easy for IT leaders to get a reliable snapshot of the enterprise storage trends, we put together this “trends update” for the second half of 2022. To download a PDF of these market trends for your quick and easy reference, click here. Data Management

Enterprise 111

Enterprise Cost-Benefit Snapshot Data-driven 111

datapine

APRIL 12, 2023

To put our definition into a real-world perspective, here’s a hypothetical incremental sales example we’ve created for reference: A green clothing retailer typically sells $14,000 worth of ethical sweaters per month without investing in advertising.

Sales 176

Sales KPI Metrics Cost-Benefit 176

AWS Big Data

APRIL 3, 2024

By analyzing the historical report snapshot, you can identify areas for improvement, implement changes, and measure the effectiveness of those changes. For instructions, refer to Amazon DataZone quickstart with AWS Glue data. To learn more about Amazon DataZone, refer to the Amazon DataZone User Guide. option("header", "true").option("inferSchema",

Data Quality 85

Data Quality Visualization Metadata Metrics 85

datapine

MARCH 20, 2019

If you apply that same logic to the financial sector or a finance department, it’s clear that financial reporting tools could serve to benefit your business by giving you a more informed snapshot of your activities. Exclusive Bonus Content: Your cheat sheet on reporting in finance! Let’s start by exploring a financial reporting definition.

Reporting 248

Reporting Finance Snapshot Dashboards 248

AWS Big Data

NOVEMBER 10, 2023

This is particularly valuable for Type 2 slowly changing dimension (SCD) and timespan accumulating snapshot facts. For additional details and code samples, refer to New – Amazon Redshift Integration with Apache Spark. You can gain performance improvements by using the default Parquet format used for unloading with this integration.

Data Processing 89

Data Processing Data Lake Data Warehouse Optimization 89

AWS Big Data

MARCH 18, 2024

where the operator state couldn’t be properly restored when snapshot compression is enabled. And finally, if your application is stateful, we recommend taking a snapshot of the running application state. For more detailed information about the process and the API, refer to In-place version upgrade for Apache Flink.

Management 96

Management Snapshot Broadcasting Optimization 96

AWS Big Data

JANUARY 17, 2024

Incremental query refers to a query strategy that focuses on processing and analyzing only the new or updated data within a data lake since the last query. Refer to Providing certificates for encrypting data in transit with Amazon EMR encryption for details. The following are some highlighted steps: Run a snapshot query. %%sql

Data Lake 90

Data Lake Snapshot Big Data Data-driven 90

AWS Big Data

MARCH 16, 2023

Refer to Managing Amazon Redshift Serverless using the console for setup steps. Refer to Getting started data sharing using the console for setup steps. Refer to Connect dbt Cloud to Redshift for setup steps. We create a datashare called prod_datashare to allow the serverless instance access to data in the provisioned cluster.

Data Warehouse 52

Data Warehouse Testing Snapshot Modeling 52

IBM Big Data Hub

FEBRUARY 15, 2024

In DevOps , the concept of observability has evolved to refer to the end-to-end visibility of a system state as dictated by telemetry data. Kubernetes tends to capture data “snapshots,” or information captured at a specific point in the lifecycle.

Metrics 73

Metrics Key Performance Indicator Snapshot KPI 73

datapine

OCTOBER 23, 2019

A static report offers a snapshot of trends, data, and information over a predetermined period to provide insight and serve as a decision-making guide. Exclusive Bonus Content: Get our free summary to create better reports! Download our bite-sized guide and learn everything you need to know! What Is Static Reporting?

Reporting 109

Reporting Key Performance Indicator KPI Dashboards 109

erwin

JULY 2, 2020

a senior business process management architect at a pharma/biotech company with more than 5,000 employees, erwin Evolve was useful for enterprise architecture reference. They’re static snapshots of a diagram at some point in time. For Matthieu G., You can’t do that in things like Visio and PowerPoint. George H.,

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

datapine

MARCH 15, 2019

Data intelligence refers to every analytical tool and activity based on forming a better understanding of the information and data a company (or business) collects, analyzing and utilizing it with the goal of enhancing and evolving business processes. Download right here our guide, and find out everything you need to know! click to enlarge**.

Technology 143

Technology Cost-Benefit KPI Dashboards 143