AWS Big Data

AUGUST 19, 2024

For instructions to create an OpenSearch Service domain, refer to Getting started with Amazon OpenSearch Service. Under Generate the link as , select Snapshot and choose Copy iFrame code. There are different options available to host the web server, such as Amazon EC2 or Amazon S3. The domain creation takes around 15–20 minutes.

Dashboards 101

Dashboards Data Processing Visualization Snapshot 101

AWS Big Data

SEPTEMBER 10, 2024

Redshift Test Drive is a tool hosted on the GitHub repository that let customers evaluate which data warehouse configurations options are best suited for their workload. Refer to the Workload Replicator README and the Configuration Comparison README for more detailed instructions to execute a replay using the respective tool.

Testing 103

Testing Snapshot Data Warehouse Metrics 103

datapine

JUNE 23, 2020

Serving as a central, interactive hub for a host of essential fiscal information, CFO dashboards host dynamic financial KPIs and intuitive analytical tools, as well as consolidate data in a way that is digestible and improves the decision-making process. We offer a 14-day free trial. Benefit from great CFO dashboards & reports!

Dashboards 298

Dashboards Reporting KPI Metrics 298

AWS Big Data

OCTOBER 20, 2023

The connectors were only able to reference hostnames in the connector configuration or plugin that are publicly resolvable and couldn’t resolve private hostnames defined in either a private hosted zone or use DNS servers in another customer network. For instructions, refer to create key-pair here.

Data Processing 94

Data Processing Snapshot Data Warehouse Management 94

AWS Big Data

JULY 11, 2024

For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). You can install OpenSearch Benchmark directly on a host running Linux or macOS , or you can run OpenSearch Benchmark in a Docker container on any compatible host.

Optimization 95

Optimization Metrics Data Processing Snapshot 95

AWS Big Data

JULY 27, 2023

Redshift Test Drive also provides additional features such as a self-hosted analysis UI and the ability to replicate external objects that a Redshift workload may interact with. Compare replay performance Redshift Test Drive also provides the ability to compare the replay runs visually using a self-hosted UI tool.

Testing 66

Testing Data Warehouse Data Processing Snapshot 66

Cloudera

JULY 13, 2022

Apache HBase is a scalable, distributed, column-oriented data store that provides real-time read/write random access to very large datasets hosted on Hadoop Distributed File System (HDFS). In this method, you prepare the data for migration, and then set up the replication plugin to use a snapshot to migrate your data. using CM 6.3.0

Snapshot 89

Snapshot Management Cost-Benefit Metadata 89

The Unofficial Google Data Science Blog

JULY 17, 2018

Example: Recrawl Logic within Google search Google search works because our software has previously crawled many billions of web pages, that is, scraped and snapshotted each one. These snapshots comprise what we refer to as our search index. This results in a poor user experience.

Data Science 85

Data Science Snapshot Data Processing Optimization 85

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 73

Data Integration Snapshot Testing Visualization 73

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 90

Enterprise Data Warehouse Snapshot Cost-Benefit 90

AWS Big Data

DECEMBER 13, 2023

This solution uses Amazon Aurora MySQL hosting the example database salesdb. 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.,

Data Warehouse 105

Data Warehouse Snapshot Data Processing Internet of Things 105

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.

Cost-Benefit 97

Cost-Benefit Snapshot Metadata Metrics 97

CIO Business Intelligence

JANUARY 20, 2023

The term business intelligence often also refers to a range of tools that provide quick, easy-to-digest access to insights about an organization’s current state, based on available data. BI aims to deliver straightforward snapshots of the current state of affairs to business managers.

Business Intelligence 144

Business Intelligence Dashboards Data mining OLAP 144

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. For the template and setup information, refer to Test Your Streaming Data Solution with the New Amazon Kinesis Data Generator. We use two datasets in this post.

Management 110

Management Metadata Analytics Dashboards 110

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

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. Rollouts A rollout is a Kubernetes deployment modification.

Metrics 66

Metrics Key Performance Indicator Snapshot KPI 66

datapine

NOVEMBER 13, 2019

A procurement report allows an organization to demonstrate how its procurement activities deliver value for money, contribute to the realization of its broader goals and objectives, and provide a panoramic snapshot of the effectiveness of its procurement strategy. There are a host of benefits to procurement reporting.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

AWS Big Data

OCTOBER 18, 2023

To create it, refer to Tutorial: Get started with Amazon EC2 Windows instances. To download and install AWS SCT on the EC2 instance that you created, refer to Installing, verifying, and updating AWS SCT. For more information about bucket names, refer to Bucket naming rules. to indicate local host. Choose Create bucket.

Analytics 102

Analytics Data Warehouse Dashboards Testing 102

datapine

MARCH 27, 2019

Here, we’ll explore customer data management, offering a host of practical tips to help you embrace the power of customer data management software the right way. Centered on leveraging consumer insights to improve your strategies and communications by using a highly data-driven process can also be referred to as Customer Intelligence (CI).

Management 129

Management Data-driven Dashboards Visualization 129

AWS Big Data

JUNE 13, 2023

This post presents a reference architecture for real-time queries and decision-making on AWS using Amazon Kinesis Data Analytics for Apache Flink. For more information, refer to Flink Serialization Tuning Vol. The team then will host business logic provided by other departments in Klarna such as Fraud Prevention.

Data Analytics 52

Data Analytics Analytics Risk Snapshot 52

AWS Big Data

MARCH 3, 2023

Although this post uses an Aurora PostgreSQL database hosted on AWS as the data source, the solution can be extended to ingest data from any of the AWS DMS supported databases hosted on your data centers. Let’s refer to this S3 bucket as the raw layer. Refer to Submitting EMR Serverless jobs from Airflow for additional details.

Data Lake 84

Data Lake Dashboards Metrics Metadata 84

AWS Big Data

AUGUST 16, 2023

Crawlers support schema merging across all snapshots and update the latest metadata file location in the Data Catalog that AWS analytical engines can directly use. For more details, refer to Creating Apache Iceberg tables. The customer wants to make product data accessible to analyst personas for interactive analysis using Athena.

Data Lake 79

Data Lake Metadata Snapshot Management 79

datapine

JANUARY 14, 2020

It’s clear that there are a host of tangible benefits as stated in our 8 points above, and many of them will have a positive impact on other areas of the business. To ensure that you get optimum value from certain KPIs and metrics, you should set measurement time parameters that will give you a comprehensive snapshot of averages and trends.

Reporting 168

Reporting KPI Metrics Dashboards 168

datapine

JUNE 18, 2019

This metric is also referred to as “EBIT”, for “earnings before interest and tax”. This particular monthly financial report template provides you with an overview of how efficiently you are spending your capital while providing a snapshot of the main metrics on your balance sheet. The higher the Net Profit Margin, the better.

Reporting 251

Reporting KPI Metrics Finance 251

AWS Big Data

AUGUST 1, 2024

For an example, refer to How JPMorgan Chase built a data mesh architecture to drive significant value to enhance their enterprise data platform. The following figure shows a daily query volume snapshot (queries per day and queued queries per day, which waited a minimum of 5 seconds). The following figure shows a daily usage KPI.

Data Warehouse 92

Data Warehouse KPI Optimization Cost-Benefit 92

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 Dashboards Snapshot 248

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. They all host invaluable data for your business. Each dashboard created should be a live snapshot of your business. 10) Dashboard Widget Linking.

Dashboards 235

Dashboards Interactive Reporting KPI 235

AWS Big Data

MAY 30, 2023

Traditional batch ingestion and processing pipelines that involve operations such as data cleaning and joining with reference data are straightforward to create and cost-efficient to maintain. Solution overview For our example use case, streaming data is coming through Amazon Kinesis Data Streams , and reference data is managed in MySQL.

Data Lake 81

Data Lake Data Analytics Analytics Data Processing 81

AWS Big Data

MARCH 20, 2023

Top line revenue refers to the total value of sales of an organization’s services or products. Druid hosted on Amazon Elastic Compute Cloud (Amazon EC2) integrates with the Kinesis data stream for streaming ingestion and allows users to run slice-and-dice OLAP queries. Operational dashboards are hosted on Grafana integrated with Druid.

Analytics 52

Analytics Slice and Dice Data Processing Data Lake 52

AWS Big Data

JANUARY 27, 2023

You can refer to Table & SQL Connectors for more information. Refer to Catalogs for more information. For more information, refer to Creating catalogs and using catalogs and Catalogs. For more information, refer to Create Catalog. Refer to Configuring MySQL binary logging for more information.

Data Lake 62

Data Lake Metadata Business Analysis Data-driven 62