AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. One federated query gathers AWS Glue metric data from Amazon CloudWatch metrics; the other gathers data from the DynamoDB table where Lambda writes the AWS Glue job metadata it’s collecting.

Metrics 85

Metrics Dashboards Metadata Visualization 85

AWS Big Data

JANUARY 8, 2024

In the subsequent post in our series, we will explore the architectural patterns in building streaming pipelines for real-time BI dashboards, contact center agent, ledger data, personalized real-time recommendation, log analytics, IoT data, Change Data Capture, and real-time marketing data.

Analytics 111

Analytics IoT Data-driven Snapshot 111

AWS Big Data

JULY 27, 2023

As shown in the following reference architecture, DynamoDB table data changes are streamed into Amazon Redshift through Kinesis Data Streams and Amazon Redshift streaming ingestion for near-real-time analytics dashboard visualization using Amazon QuickSight. Prerequisites You must have the following: An AWS account.

Data Warehouse 82

Data Warehouse Analytics Metadata Dashboards 82

AWS Big Data

MARCH 7, 2023

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. Let’s look at the components of the architecture in more detail.

Analytics 70

Analytics Data Warehouse Data Lake Metadata 70

AWS Big Data

JANUARY 9, 2024

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space to find matches.

Cost-Benefit 90

Cost-Benefit Visualization Modeling Machine Learning 90

Octopai

OCTOBER 26, 2022

Continuous DataOps metrics testing checks data’s validity, completeness and integrity at input and output. Did your data consumer just tell you about a visualization that she really could use in making an upcoming critical business decision? Comprehensive metadata that supports data product and process organization.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. These metrics help agents improve their call handle time and also reallocate agents across organizations to handle pending calls in the queue.

Management 103

Management Metadata Analytics Dashboards 103

AWS Big Data

MARCH 25, 2024

Another example is an AI-driven observability and monitoring solution where FMs monitor real-time internal metrics of a system and produces alerts. When the model finds an anomaly or abnormal metric value, it should immediately produce an alert and notify the operator. SageMaker is the most straightforward way to fine-tune your FMs.

Data Lake 88

Data Lake Unstructured Data Management Modeling 88

AWS Big Data

NOVEMBER 16, 2023

Through Amazon Redshift in-memory result set caching and compilation caching, workloads ranging from dashboarding to visualization to business intelligence (BI) that run repeat queries experience a significant performance boost. A predicate consists of a metric, a comparison condition (=, ), and a value.

Enterprise 82

Enterprise Data Warehouse Snapshot Cost-Benefit 82

DataKitchen

SEPTEMBER 21, 2023

Moreover, advanced metrics like Percentage Regional Sales Growth can provide nuanced insights into business performance. Data in Use pertains explicitly to how data is actively employed in business intelligence tools, predictive models, visualization platforms, and even during export or reverse ETL processes.

Testing 176

Testing Data Quality Predictive Modeling Metrics 176

IBM Big Data Hub

MARCH 29, 2024

OpenTelemetry and Prometheus enable the collection and transformation of metrics, which allows DevOps and IT teams to generate and act on performance insights. These APIs play a key role in standardizing the collection of OpenTelemetry metrics. Metrics: Metrics define a high-level overview of system performance and health.

Metrics 83

Metrics Visualization Measurement Optimization 83

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.

Metadata 97

Metadata Dashboards Metrics Visualization 97

AWS Big Data

AUGUST 23, 2023

The vector engine uses approximate nearest neighbor (ANN) algorithms from the Non-Metric Space Library (NMSLIB) and FAISS libraries to power k-NN search. With the search relevance plugin, you can now view a side-by-side comparison of results in OpenSearch Dashboards. SS4O complies with the OTEL schema for logs, traces, and metrics.

Snapshot 93

Snapshot Dashboards Visualization Metrics 93

AWS Big Data

NOVEMBER 15, 2023

The CLEA dashboards were built on the foundation of the Well-Architected Lab. For more information on this foundation, refer to A Detailed Overview of the Cost Intelligence Dashboard. Once released, consumers use datasets from different providers for analysis, machine learning (ML) workloads, and visualization.

Dashboards 93

Dashboards Analytics Metadata Optimization 93

CIO Business Intelligence

DECEMBER 21, 2022

BI software helps companies do just that by shepherding the right data into analytical reports and visualizations so that users can make informed decisions. To gain employee buy-in, Stout’s team builds BI dashboards to show them how they can easily connect to and interact with their data, as well as visualize it in a meaningful way.

IT 130

IT Business Intelligence Sales Key Performance Indicator 130

AWS Big Data

MAY 4, 2023

The data, fetched from the Kubernetes Metric Server, feeds into statistical models that VPA constructs in order to build recommendations. In short, vertical autoscaling sets up VPA to track the container_memory_working_set_bytes metric for the Spark executor pods that have vertical autoscaling enabled.

Metrics 77

Metrics Dashboards Optimization Statistics 77

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 116

Dashboards Metrics KPI Data-driven 116

AWS Big Data

JUNE 19, 2023

OpenSearch Service is a fully managed and scalable log analytics framework that is used by customers to ingest, store, and visualize data. We also walk you through how to use a series of prebuilt visualizations to view events across multiple AWS data sources provided by Security Lake.

Publishing 83

Publishing Dashboards Visualization Management 83

Octopai

APRIL 8, 2019

Metadata is at the heart of every report, dashboard, data warehouse, visualization, and anything else the BI team produces. Without an understanding of the organization’s metadata, the BI team can’t match the data from multiple sources to produce a single view of the business. Money Loser #1: Manual Data Discovery.

Metadata 44

Metadata Dashboards Data Warehouse Visualization 44

AWS Big Data

MARCH 26, 2024

The following figure shows some of the metrics derived from the study. Profile aggregation – When you’ve uniquely identified a customer, you can build applications in Managed Service for Apache Flink to consolidate all their metadata, from name to interaction history. Organizations using C360 achieved 43.9%

Data Strategy 67

Data Strategy Strategy Data Warehouse Prescriptive Analytics 67

AWS Big Data

MARCH 3, 2023

Monitoring – EMR Serverless sends metrics to Amazon CloudWatch at the application and job level every 1 minute. You can set up a single-view dashboard in CloudWatch to visualize application-level and job-level metrics using an AWS CloudFormation template provided on the EMR Serverless CloudWatch Dashboard GitHub repository.

Data Lake 81

Data Lake Dashboards Metrics Metadata 81

AWS Big Data

MARCH 11, 2024

Establish connectivity between an Amazon QuickSight dashboard and Amazon Redshift to deliver visualization and insights. Make sure that data is flowing into your MSK topic using Amazon CloudWatch metrics (for example, BytesOutPerSec ). You can continuously load fresh data by calling the stored procedure at regular intervals.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

CIO Business Intelligence

JUNE 14, 2023

Admittedly, it’s still pretty difficult to visualize this difference. An airline carrier needs to know how many gates are open and how many passengers are on each plane – metrics that change from moment to moment. Here is how Cloudera visualizes and controls the data lifecycle. Let’s take it to space.

Unstructured Data 64

Unstructured Data IT Manufacturing Visualization 64

AWS Big Data

JANUARY 25, 2023

OpenSearch Dashboards can now be accessed using your SAML and AWS Identity and Access Management (IAM) credentials. For data older than 24 hours, OpenSearch Serverless only caches metadata and fetches the necessary data blocks from Amazon S3 based on query access. This model also helps pack more data while controlling the costs.

Management 107

Management Dashboards Metadata Modeling 107

Jet Global

MAY 27, 2021

This includes OBIEE, a strategic BI tool that provides a web platform with attractive dashboards suitable for C-level needs. Designed for use by finance and business users to reduce the load on IT, Hubble lets you start with pre-built templates or create your own reports and dashboards in minutes and run them in seconds. Repository.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

Alation

SEPTEMBER 23, 2021

A data catalog is a centralized storage bank of metadata on information sources from across the enterprise, such as: Datasets. Visualizations. The data catalog also stores metadata (data about data, like a conversation), which gives users context on how to use each asset. What Is a Data Catalog? Business intelligence reports.

Enterprise 52

Enterprise Metadata Data Governance Visualization 52

Domino Data Lab

JUNE 2, 2019

Her talk addressed career paths for people in data science going into specialized roles, such as data visualization engineers, algorithm engineers, and so on. If your business is using big data and putting dashboards in front of analysts, you’re missing the point.”. Being model-driven is like using GPS.”. “If

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

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. Alcion uses Amazon OpenSearch Service to provide their customers with accurate, efficient, and reliable search capability across this backup catalog.

Cost-Benefit 71

Cost-Benefit Modeling Management Optimization 71

datapine

JANUARY 31, 2022

BI users analyze and present data in the form of dashboards and various types of reports to visualize complex information in an easier, more approachable way. What’s more, visualizing their data helped them see how much revenue a given seat is producing during a season, and compare the different areas of the stadium.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

AWS Big Data

JUNE 15, 2023

QuickSight is a unified BI service providing modern interactive dashboards, natural language querying, paginated reports, machine learning (ML) insights, and embedded analytics at scale. Q uses the same QuickSight datasets you use for your dashboards and reports so your data is governed and secured.

Sales 66

Sales Dashboards Visualization Testing 66

AWS Big Data

MAY 1, 2024

The platform consists of approximately 370 dashboards, 360 tables registered in the data catalog, and 40 linked systems. Provide and keep up to date with technical metadata for loaded data. Configure business intelligence (BI) dashboards to provide data-driven insights to end-users targeted by the consumer’s project.

Dashboards 102

Dashboards Data-driven Publishing Cost-Benefit 102

CIO Business Intelligence

APRIL 30, 2024

It provides a natural language prompt to generate visualizations and it describes computations and can have your copilot generate the calculation.” This feature provides users the ability to explore metrics with natural language. Metrics Bootstrapping. Metric Goals. Shared Dimensions and Composable Data Sources.

Analytics 80

Analytics Metrics Visualization Dashboards 80

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. The earliest DI use cases leveraged metadata — EG, popularity rankings reflecting the most used data — to surface assets most useful to others. Again, metadata is key. A stewardship dashboard, to track assets most ripe for curation and curation progress.

Metadata 64

Metadata Data Governance Dashboards Software 64

Andrew White

JANUARY 11, 2021

Coding skills – SQL, Python or application familiarity – ETL & visualization? Remember, it’s not about how many records were cleaned up or how many dashboards were generated, it’s about how much of an impact on the outcome the worm of D&A has that counts. We currently do not have a CDO, how critical is this?

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

JULY 19, 2023

The General Self-Service Enhancements in the latest product release include: View/Edit Mode for a Dashboard offers further customization and engagement options for end-users. View mode must respect interactivity, responsive layout and limit operations with dashboard. Simba Partnership now offers two new options for data connectors.

Dashboards 52

Dashboards Visualization Reporting Interactive 52

Jet Global

MAY 1, 2023

Plus, there is an expectation that tools be visually appealing to boot. In the past, data visualizations were a powerful way to differentiate a software application. Their dashboards were visually stunning. In turn, end users were thrilled with the bells and whistles of charts, graphs, and dashboards.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52