AWS Big Data

OCTOBER 11, 2023

We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams. Frequent materialized view refreshes on top of constantly changing base tables due to streamed data can lead to snapshot isolation errors. We use two datasets in this post.

Management 104

Management Metadata Analytics Dashboards 104

AWS Big Data

FEBRUARY 13, 2023

To do this, we required the following: A reference cluster snapshot – This ensures that we can replay any tests starting from the same state. For more details about approach we used, including using the Amazon Redshift Simple Replay utility , refer to Compare different node types for your workload using Amazon Redshift.

Snapshot 65

Snapshot Data Warehouse Testing Analytics 65

AWS Big Data

MARCH 11, 2024

The third cost component is durable application backups, or snapshots. This is entirely optional and its impact on the overall cost is small, unless you retain a very large number of snapshots. The cost of durable application backup (snapshots) is $0.023 per GB per month. per hour, and attached application storage costs $0.10

Management 96

Management Snapshot Metrics Cost-Benefit 96

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. e) Take accurate measurements.

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

DataKitchen

MAY 10, 2021

The measurement and monitoring of your end-to-end process can serve as an important tool in the battle to eliminate errors. Week after week, it is measured with a million rows. These labor-intensive evaluations of data quality can only be performed periodically, so at best they provide a snapshot of quality at a particular time.

Testing 214

Testing Manufacturing Data Quality Statistics 214

AWS Big Data

JULY 19, 2023

You can structure your data, measure business processes, and get valuable insights quickly can be done by using a dimensional model. The grain is used in the fact table to accurately measure the data and enable you to roll up further. This is often referred to as the staging layer , which is the raw copy of the source data.

Modeling 67

Modeling Sales Data Warehouse Snapshot 67

AWS Big Data

AUGUST 2, 2023

In this blog, we will walk through how we can apply existing enterprise data to better understand and estimate Scope 1 carbon footprint using Amazon Simple Storage Service (S3) and Amazon Athena , a serverless interactive analytics service that makes it easy to analyze data using standard SQL. More information on CEMS is available here.

Data Lake 69

Data Lake Measurement Visualization Data Architecture 69

The Unofficial Google Data Science Blog

JULY 17, 2018

They are typically built as a software suite that has been abstracted into several interacting components, each owned by a distinct subteam of infrastructure engineers. Most of these subteams interact with only a small subset of subteams upstream or downstream of their subsystem. user behaviors/interests, the internet, etc.).

Data Science 85

Data Science Snapshot Data Processing Optimization 85

datapine

JUNE 13, 2019

They give a snapshot of the company’s exercise at a specific moment in time to assess the situation and determine the best decision to make and the type of action to undertake. If your daily KPI measures something that doesn’t contribute to your overall goal, it’s not valuable. 2) Number of opportunities created.

Sales 264

Sales Reporting KPI B2B 264

datapine

JANUARY 14, 2020

To provide the best possible standards of CS on a consistent basis, understanding how your consumers interact with your business is vital. 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

Jet Global

FEBRUARY 23, 2021

Flash reports are short, executive-level, summaries that provide a snapshot of a company’s key operational and financial metrics at regular time intervals. Regular review of flash reports provides a rough measure of change in the organization and gives insight into real-time trends and customer behavior. What is a Flash Report?

Reporting 52

Reporting KPI Metrics Manufacturing 52

Jet Global

MAY 15, 2020

A financial Key Performance Indicator (KPI) or metric is a quantifiable measure that a company uses to gauge its financial performance over time. 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. What is a Financial KPI?

Metrics 98

Metrics Finance Reporting KPI 98

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. If you have ever interacted with Impala in the past you would have encountered the Catalog Cache Service. Query Planner Design. Impala is architected to be the Speed-of-Thought query engine for your data.

Optimization 142

Optimization Metadata Statistics Cost-Benefit 142

AWS Big Data

JUNE 21, 2023

Nonetheless, many of the same customers using DynamoDB would also like to be able to perform aggregations and ad hoc queries against their data to measure important KPIs that are pertinent to their business. Fact tables store the numeric information about business measures and foreign keys to the dimension tables.

Data Warehouse 78

Data Warehouse Data Lake OLAP Cost-Benefit 78