AWS Big Data

JUNE 27, 2024

With built-in features such as automated snapshots and cross-Region replication, you can enhance your disaster resilience with Amazon Redshift. Document the entire disaster recovery process. Amazon Redshift supports two kinds of snapshots: automatic and manual, which can be used to recover data.

Snapshot 93

Snapshot Data Warehouse Data Processing Strategy 93

AWS Big Data

AUGUST 14, 2024

For example, when the application scales up but runs into issues restoring from a savepoint due to operator mismatch between the snapshot and the Flink job graph. You may also receive a snapshot compatibility error when upgrading to a new Apache Flink version. For troubleshooting information, refer to documentation.

Management 105

Management Snapshot Testing Dashboards 105

AWS Big Data

AUGUST 23, 2023

Refer to Introducing the vector engine for Amazon OpenSearch Serverless, now in preview for more information about the new vector search option with OpenSearch Serverless. in OpenSearch Service, provides consistency in search pagination even when new documents are ingested or deleted within a specific index.

Snapshot 98

Snapshot Dashboards Visualization Metrics 98

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. Amazon S3 provides a trigger to invoke an AWS Lambda function when a new document is stored.

Data Lake 121

Data Lake Unstructured Data Management Snapshot 121

AWS Big Data

JULY 11, 2024

For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). Workloads contain descriptions of one or more benchmarking scenarios that use a specific document corpus to perform a benchmark against your cluster. GB with 247 million JSON documents.

Optimization 115

Optimization Metrics Data Processing Snapshot 115

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. He added, “We have also linked it to our documentation repository, so we have a description of our data documents.” For Matthieu G., This is live and dynamic.”.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

AWS Big Data

JULY 28, 2023

Data mapping involves identifying and documenting the flow of personal data in an organization. Audit tracking Organizations must maintain proper documentation and audit trails of the deletion process to demonstrate compliance with GDPR requirements. For more information about tagging, refer to Tagging resources in Amazon Redshift.

Snapshot 98

Snapshot Metadata Measurement Data Warehouse 98

datapine

OCTOBER 14, 2020

Sometimes referred to as nested charts, they are especially useful in tables, where you can access additional drilldown options such as aggregated data for categories/breakdowns (e.g. Each dashboard created should be a live snapshot of your business. Combining and connecting these snapshots takes your BI to the next level.

Dashboards 235

Dashboards Interactive Reporting KPI 235

AWS Big Data

JUNE 12, 2024

In this series, we talk about Swisscom’s journey of automating Amazon Redshift provisioning as part of the Swisscom One Data Platform (ODP) solution using the AWS Cloud Development Kit (AWS CDK), and we provide code snippets and the other useful references. This is covered using an AWS Systems Manager automation document (SSM document).

Data-driven 115

Data-driven Snapshot Optimization Management 115

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 122

Metrics Metadata Snapshot Management 122

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 98

Software Enterprise Snapshot IT 98

Cloudera

JULY 13, 2022

In this method, you prepare the data for migration, and then set up the replication plugin to use a snapshot to migrate your data. HBase replication policies also provide an option called Perform Initial Snapshot. Simultaneously creates a snapshot at T1 and copies it to the target cluster. . Deletes the snapshot. .

Snapshot 91

Snapshot Management Cost-Benefit Metadata 91

AWS Big Data

NOVEMBER 29, 2023

dbt lets data engineers quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, continuous integration and continuous delivery (CI/CD), and documentation. To learn more, refer to About dbt models. To learn more, refer to Materializations and Incremental models.

Data Lake 122

Data Lake Management Metrics Data Warehouse 122

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 111

Enterprise Data Warehouse Snapshot Cost-Benefit 111

Cloudera

JULY 9, 2021

Cloudera Replication Manager also allows for combining the HBase snapshot feature together with this plugin to also manage replication of pre-existing data in a single setup. For installation instructions, please refer to HBase replication policy topic on Replication Manager official documentation.

Snapshot 100

Snapshot Management Sales IT 100

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 98

Snapshot Metadata Testing Data-driven 98

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

AWS Big Data

AUGUST 6, 2024

During the upgrade process, Amazon MWAA captures a snapshot of your environment metadata; upgrades the workers, schedulers, and web server to the new Airflow version; and finally restores the metadata database using the snapshot, backing it with an automated rollback mechanism. For example, mw1.small

Cost-Benefit 111

Cost-Benefit Metadata Snapshot Metrics 111

AWS Big Data

JUNE 28, 2023

For more details, refer to the What’s New Post. For the complete list of public preview considerations, please refer to the feature AWS documentation. For complete getting started guides, refer to the following documentation links for Aurora and Amazon Redshift. Ongoing changes will be synced in near-real time.

Data Warehouse 105

Data Warehouse Analytics Metrics Dashboards 105

AWS Big Data

SEPTEMBER 9, 2024

Apache Flink is an opensource distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing, event time semantics, checkpointing, snapshots and rollback. We refer to this as the producer account.

Publishing 108

Publishing Management Snapshot Dashboards 108

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

Snapshot 80

Snapshot Management Data Processing Modeling 80

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., If you haven’t deployed one, then follow the steps here in the AWS Documentation.

Data Warehouse 116

Data Warehouse Snapshot Data Processing Internet of Things 116

AWS Big Data

JUNE 9, 2023

Refer to Working with other AWS services in the Lake Formation documentation for an overview of table format support when using Lake Formation with other AWS services. Offers different query types , allowing to prioritize data freshness (Snapshot Query) or read performance (Read Optimized Query).

Data Lake 130

Data Lake Metadata Statistics Optimization 130

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. Please see the linked documentation to see how to take advantage of this feature.

Snapshot 70

Snapshot Data Warehouse Metadata Optimization 70

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 122

Management Snapshot Broadcasting Optimization 122

Cloudera

MARCH 15, 2023

For more information refer to the Cloudera documentation. The first time our connector connects to the service’s database, it takes a consistent snapshot of all schemas. After that snapshot is complete, the connector continuously captures row-level changes that were committed to the database.

Data-driven 91

Data-driven Snapshot Publishing Metadata 91

Depict Data Studio

SEPTEMBER 5, 2019

We have found that developing a style guide for different projects or organizations we work with has been a handy reference tool to help maintain this consistency and a polished look and feel. We most often document our style guides in Microsoft Word or PowerPoint. Document the Color Codes in Your Style Guide. The result?

Visualization 58

Visualization Snapshot Reporting Testing 58

Ontotext

SEPTEMBER 26, 2024

How to deploy GraphDB in AWS in GraphDB’s documentation describes the architecture in more detail. For more options, please refer to the variables.tf More technical details can be found in the GraphDB documentation and you can see all parameters in the GitHub repository. file in the terraform-aws-graphdb GitHub repository.

Snapshot 59

Snapshot Testing Dashboards Enterprise 59

AWS Big Data

AUGUST 1, 2024

If your data warehouse platform has gone through multiple enhancements over the years, your operational service levels documentation may not be current with the latest operational metrics and desired SLAs for each tenant (such as business unit, data domain, or organization group). The following figure shows a daily usage KPI.

Data Warehouse 115

Data Warehouse KPI Optimization Cost-Benefit 115

AWS Big Data

AUGUST 2, 2023

aws s3 cp /path/to/local/file s3://bucket-name/path/to/destination The snapshot of the S3 console shows two newly added folders that contains the files. References An example from page four of Amazon’s Carbon Methodology document illustrates this concept. Kg of CO2e per gallon of gasoline consumed= 8,810 Kg of CO2e.

Data Lake 97

Data Lake Measurement Visualization Data Architecture 97

Ontotext

JULY 19, 2024

The architecture is described in more detail in How to deploy GraphDB in Azure in GraphDB’s documentation. For more options, please refer to the variables.tf More technical details can be found in the GraphDB documentation and you can see all parameters in the GitHub repository. What’s next?

Testing 59

Testing Snapshot Metrics Enterprise 59

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

Cloudera

MAY 24, 2021

Second, configure a replication process to provide periodic and consistent snapshots of data, metadata, and accompanying governance policies. For reference, a single ten-gigabit network link can move about 85 terabytes of data per day using Replication Manager with sufficient parallelism. CDP Upgrade Documentation. When to use.

Metadata 83

Metadata Testing Snapshot Strategy 83

Insight

NOVEMBER 14, 2019

Snapshot of interactive visualization of the topics identified by Guided LDA and the keywords in each topic (pyLDAvis) Originally posted on A nalytics Vidhya. To prepare the data for topic modeling, I tokenized (split the document into sentences and sentences into words), removed punctuation and made them lower-case.

Testing 54

Testing Modeling Strategy Interactive 54

Cloudera

NOVEMBER 13, 2020

For a more in-depth description of these phases please refer to Impala: A Modern, Open-Source SQL Engine for Hadoop. The new Catalog design means that Impala coordinators will only load the metadata that they need instead of a full snapshot of all the tables. Query Planner Design. Next Steps.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

Jet Global

MAY 15, 2020

This key financial metric gives a snapshot of the financial health of your company by measuring the amount of cash generated by normal business operations. The balance sheet and the income statement are the two other financial reporting documents that provide a substantial amount of information pertaining to financial KPIs and metrics.

Metrics 98

Metrics Finance Reporting KPI 98

FineReport

JUNE 14, 2023

Additionally, the report presents daily sales revenue, which gives a snapshot of the revenue generated on a daily basis. Annual KPI Report Example The Annual KPI Report is a comprehensive document that provides a holistic overview of key performance indicators (KPIs) for a full year within an organization.

KPI 52

KPI Reporting Key Performance Indicator Sales 52