AWS Big Data

NOVEMBER 3, 2023

You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard. In the following sections, we show you how to set up the solution, explore the dashboards, and configure alarms. Let’s dive in!

Metrics 90

Metrics Dashboards Metadata Visualization 90

DataRobot Blog

SEPTEMBER 1, 2022

Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. After DataRobot AutoML has delivered an optimal model , Continuous AI helps ensure that the currently deployed model will always be the best one even as the world changes around it.

Metrics 145

Metrics Statistics Modeling Data Science 145

AWS Big Data

MARCH 25, 2024

A RAG-based generative AI application can only produce generic responses based on its training data and the relevant documents in the knowledge base. Amazon S3 provides a trigger to invoke an AWS Lambda function when a new document is stored. With a large number of documents, this process can be inefficient.

Data Lake 93

Data Lake Unstructured Data Management Modeling 93

AWS Big Data

MARCH 7, 2023

They should also provide optimal performance with low or no tuning. Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources.

Analytics 73

Analytics Data Warehouse Data Lake Metadata 73

AWS Big Data

MAY 16, 2024

With the new REST API, you can now invoke DAG runs, manage datasets, or get the status of Airflow’s metadata database, trigger, and scheduler—all without relying on the Airflow web UI or CLI. To learn more about the Airflow REST API and its various endpoints, refer to the Airflow documentation.

Testing 92

Testing Interactive Metrics Management 92

Cloudera

SEPTEMBER 1, 2020

Stores source documents. Solr indexes source documents to make them searchable. Includes a drag-n-drop style, GUI-based Search Dashboard Designer. You can use this to build simple dashboards for PoC or other exploratory purposes, out of the box. Coordinates distribution of data and metadata, also known as shards.

Snapshot 66

Snapshot Unstructured Data Dashboards Interactive 66

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift delivers on that needed performance through a number of mechanisms such as caching, automated data model optimization, and automated query rewrites. String-optimized compression The Data Vault 2.0 You can use this mechanism to optimize merge operations while still making the data accessible from within Amazon Redshift.

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

Alation

SEPTEMBER 7, 2021

Governance influences how an organization’s objectives are set and achieved, how risk is monitored and addressed, and how performance is optimized. Imagine writing a SQL query or using a BI dashboard with flags & warnings on compliance best practice within your natural workflow. Operationalize data governance at scale.

Data Governance 59

Data Governance Risk Data Quality Dashboards 59

AWS Big Data

SEPTEMBER 7, 2023

We will partition and format the server access logs with Amazon Web Services (AWS) Glue , a serverless data integration service, to generate a catalog for access logs and create dashboards for insights. Using Amazon Athena and Amazon QuickSight, we query and create dashboards for insights. Enable access logging on an S3 bucket.

Metadata 102

Metadata Dashboards Metrics Visualization 102

AWS Big Data

AUGUST 23, 2023

OpenSearch Serverless optimizes resource use depending on the type you set. in OpenSearch Service, provides consistency in search pagination even when new documents are ingested or deleted within a specific index. With the search relevance plugin, you can now view a side-by-side comparison of results in OpenSearch Dashboards.

Snapshot 95

Snapshot Dashboards Visualization Metrics 95

AWS Big Data

MAY 4, 2023

This has a few advantages: If a pod is optimally sized, the Kubernetes scheduler can efficiently pack in more pods in a single node, leading to better utilization of the underlying cluster. The Amazon EMR on EKS uplift is charged based on the vCPU and memory resources consumed by a Kubernetes pod.This means an optimally sized pod is cheaper.

Metrics 81

Metrics Dashboards Optimization Statistics 81

CIO Business Intelligence

MAY 25, 2022

As part of the process, AMC turned to computer-aided design (CAD) and implemented a product data management scheme in which all drawings and documents were stored in a central database. PLM can optimize the production process in real-time. PLM software. It also enables teams to collaborate with partners and customers.

Management 105

Management Manufacturing Cost-Benefit IoT 105

O'Reilly on Data

JULY 25, 2023

This theme of sub-optimal defaults will come up repeatedly—that is, ChatGPT ‘knows’ what the optimal choice is but won’t generate it for me without me asking for it. Instead what I decided to do was to parse the “landing pages” for each paper that contains metadata such as its title, abstract, and publication date.

Consulting 246

Consulting Interactive Software IT 246

AWS Big Data

MARCH 11, 2024

Create a user-facing table in the Redshift cluster and use dot notation to unnest the JSON document from the streaming materialized view into data columns of the table. Establish connectivity between an Amazon QuickSight dashboard and Amazon Redshift to deliver visualization and insights.

Analytics 66

Analytics Data Warehouse Optimization Metrics 66

AWS Big Data

AUGUST 28, 2023

By converting logs and events using Open Cybersecurity Schema Framework , an open standard for storing security events in a common and shareable format, Security Lake optimizes and normalizes your security data for analysis using your preferred analytics tool. Confirm the dashboard objects are imported correctly, then choose Done.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

JUNE 19, 2023

Understanding the event data found in Security Lake Security Lake stores the normalized OCSF security events in Apache Parquet format —an optimized columnar data storage format with efficient data compression and enhanced performance to handle complex data in bulk. In OpenSearch Dashboards, choose Security in the navigation pane.

Publishing 87

Publishing Dashboards Visualization Management 87

Cloudera

AUGUST 16, 2021

CDF-PC enables Apache NiFi users to run their existing data flows on a managed, auto-scaling platform with a streamlined way to deploy NiFi data flows and a central monitoring dashboard making it easier than ever before to operate NiFi data flows at scale in the public cloud. This will create a JSON file containing the flow metadata.

Dashboards 117

Dashboards Metrics KPI Data-driven 117

IBM Big Data Hub

MAY 9, 2023

In a prompt lab, users can experiment with models by entering prompts for a wide range of tasks such as summarizing transcripts or performing sentiment analysis on a document. Through workload optimization an organization can reduce data warehouse costs by up to 50 percent by augmenting with this solution. [1] Watsonx.ai

Data Warehouse 107

Data Warehouse Cost-Benefit Machine Learning Modeling 107

Sisense

AUGUST 21, 2020

Gartner: “Within the current pandemic context, AI techniques such as machine learning (ML), optimization and natural language processing (NLP) are providing vital insights and predictions about the spread of the virus and the effectiveness and impact of countermeasures. Trend 2: Decline of the dashboard. Trend 3: Decision intelligence.

Analytics 112

Analytics Machine Learning Dashboards Visualization 112

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model. CDW implements a true win-win architecture, for all stakeholders’ and all data involved.

Data Lake 93

Data Lake Data Warehouse IT Analytics 93

AWS Big Data

JANUARY 25, 2023

Both options give you full control over the configuration of compute, memory, and storage resources in clusters, which allows you to optimize cost and performance for their applications. OpenSearch Dashboards can now be accessed using your SAML and AWS Identity and Access Management (IAM) credentials.

Management 111

Management Dashboards Metadata Modeling 111

erwin

JUNE 27, 2019

For decades, data modeling has provided the optimal way to design and deploy new relational databases with high-quality data sources and support application development. The chosen data modeling tool should be able to read the technical formats of each of these platforms and translate them into highly graphical models rich in metadata.

Measurement 81

Measurement Modeling Unstructured Data Metadata 81

Alation

MARCH 21, 2023

Some companies struggle to optimize their data’s value and leverage analytics effectively. Below are a few examples: Revenue management and optimization Big data analysis enables companies to make data-driven decisions about pricing based on historical transactional data. What are common data challenges for the travel industry?

Data Analytics 52

Data Analytics Analytics Data-driven Big Data 52

AWS Big Data

JULY 25, 2023

In the event of data loss, Alcion customers need to search metadata for the backed-up items (files, emails, contacts, events, and so on) to select specific item versions for restore. This allowed Alcion to focus on optimizing the tenancy model for the new search architecture. OpenSearch is an Apache-2.0-licensed,

Cost-Benefit 75

Cost-Benefit Modeling Management Optimization 75

Andrew White

JANUARY 9, 2022

At the end of the day, we would like to shift the conversation away from a request for a report or a dashboard, toward a discussion about the business outcome the leader or team is trying to impact. I would have to admit that there are few documents that talk about all the connections across any set of topics. That is the key.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Sisense

SEPTEMBER 3, 2019

This blog is intended to give an overview of the considerations you’ll want to make as you build your Redshift data warehouse to ensure you are getting the optimal performance. Amazon describes the dense storage nodes (DS2) as optimized for large data workloads and use hard disk drives (HDD) for storage. Sort & Dist Keys.

Data Warehouse 78

Data Warehouse OLAP Statistics Cost-Benefit 78

Alation

FEBRUARY 10, 2022

With data classification, metadata tags are used to: Protect sensitive data. With user-based data classification, users review documents, files, or databases, and then categorize them based on their personal jurisdiction. Companies use data classification to maintain compliance and answer important questions about data.

Data Governance 52

Data Governance Risk Insurance Strategy 52

Alation

OCTOBER 4, 2022

By aligning business needs and goals with the organization’s data governance strategy, leaders can optimize data use for data teams and increase efficiencies. Meanwhile, data procedures implement these policies, documenting the tasks needed to comply with the internal controls. Determine Needs and Business Goals.

Insurance 52

Insurance Data Governance Risk Strategy 52

Jet Global

MAY 1, 2023

Their dashboards were visually stunning. In turn, end users were thrilled with the bells and whistles of charts, graphs, and dashboards. Yes—but basic dashboards won’t be enough. These users interact with dashboards and reports as well as personalized views of the information.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Jet Global

FEBRUARY 23, 2024

ETL helps collect, optimize, and store data for better reporting and real-time analysis. Data Warehouse A data warehouse is a collection of business data from multiple sources that is optimized for reporting, analytics, and decision making.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52

Jet Global

SEPTEMBER 22, 2023

For Microsoft Dynamics customers this means having up-to-date information in Power BI dashboards and the skills to make custom changes when required. This metadata-driven approach also allows the project to be managed easily by multiple contributors and documentation to be generated on demand.

Visualization 52

Visualization Reporting Data Warehouse OLAP 52

Jet Global

SEPTEMBER 19, 2023

Remain constantly current with access to the latest features and innovations of the Angles platform, including proactive patching and optimization. Angles Hub incorporates “Google-style” search technology that reveals and catalogs all metadata, including user-defined tags. Lightning-fast search functionality.

Cost-Benefit 52

Cost-Benefit Data Warehouse Reporting Enterprise 52