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. To foster an open ecosystem, we created a framework to empower partners to easily build and publish AI connectors.

Cost-Benefit 91

Cost-Benefit Visualization Modeling Machine Learning 91

AWS Big Data

MARCH 30, 2023

An event-driven architecture is a software design pattern in which decoupled applications can asynchronously publish and subscribe to events via an event broker. Amazon Elastic Kubernetes Service (Amazon EKS) is becoming a popular choice among AWS customers to host long-running analytics and AI or machine learning (ML) workloads.

Data-driven 70

Data-driven Metadata Testing Management 70

Ontotext

NOVEMBER 22, 2020

Content Enrichment and Metadata Management. The value of metadata for content providers is well-established. When that metadata is connected within a knowledge graph, a powerful mechanism for content enrichment is unlocked. Ontotext Platform can be employed for a number of applications within an enterprise.

Metadata 72

Metadata Cost-Benefit Unstructured Data Technology 72

AWS Big Data

JUNE 7, 2023

In this blog, we discuss the technical challenges faced by Cargotec in replicating their AWS Glue metadata across AWS accounts, and how they navigated these challenges successfully to enable cross-account data sharing. Solution overview Cargotec required a single catalog per account that contained metadata from their other AWS accounts.

Metadata 56

Metadata Data Lake Machine Learning Big Data 56

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. According to recent information published by Gartner, poor data quality costs businesses an average of $12.9 Metadata management: Good data quality control starts with metadata management.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MARCH 10, 2023

Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. The transformed zone is an enterprise-wide zone to host cleaned and transformed data in order to serve multiple teams and use cases. Data can be organized into three different zones, as shown in the following figure.

Data Lake 102

Data Lake Sales Data Warehouse Snapshot 102

Alation

NOVEMBER 28, 2022

And they rarely, if ever, host the most current data available. In the future, spreadsheet users will be able to curate and publish rich metadata about their spreadsheets back into the data catalog. A centralized repository of metadata on the spreadsheets will eliminate this confusion.

Metadata 52

Metadata Enterprise Cost-Benefit Finance 52

AWS Big Data

JUNE 19, 2023

The sample solution relies on access to a public S3 bucket hosted for this blog so egress rules and permissions modifications may be required if you use S3 endpoints. In a series of follow-up posts, we will review the source code and walkthrough published examples of the Lambda ingestion framework in the AWS Samples GitHub repo.

Publishing 83

Publishing Dashboards Visualization Management 83

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon.

Management 332

Management Machine Learning Experimentation Metrics 332

AWS Big Data

JULY 14, 2023

Each business capability then has visibility into all the associated digital assets and mapped metadata of the services, such as consumers of the API. The UI captures the business capabilities and associated APIs, and publishes the service information through a DevOps process.

Modeling 68

Modeling Visualization Reporting Measurement 68

AWS Big Data

APRIL 17, 2024

The following diagram illustrates an indexing flow involving a metadata update in OR1 During indexing operations, individual documents are indexed into Lucene and also appended to a write-ahead log also known as a translog. The replica copies subsequently download newer segments and make them searchable.

Optimization 113

Optimization Snapshot Metadata Cost-Benefit 113

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. Agile Manifesto get published. Allows metadata repositories to share and exchange. Disconnects, in a nutshell. Validates products for conformance. Upcoming Events.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

AWS Big Data

APRIL 25, 2023

AnyCompany’s marketing team hosted an event at the Anaheim Convention Center, CA. Upon a successful file transfer, Step Functions publishes an event in the consumer account’s EventBridge. Let’s take an example. The marketing team created leads based on the event in Adobe Marketo.

Sales 69

Sales Visualization Software Marketing 69

AWS Big Data

OCTOBER 11, 2023

Datasets used for generating insights are curated using materialized views inside the database and published for business intelligence (BI) reporting. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day.

Management 104

Management Metadata Analytics Dashboards 104

AWS Big Data

JANUARY 10, 2024

During the query phase of a search request, the coordinator determines the shards to be queried and sends a request to the data node hosting the shard copy. OpenSearch Service utilizes an internal node-to-node communication protocol for replicating write traffic and coordinating metadata updates through an elected leader.

Metadata 95

Metadata Broadcasting Data Processing Modeling 95

IBM Big Data Hub

APRIL 11, 2024

Non-governmental bodies are also publishing guidance useful to public sector agencies. This year the World Economic Forum’s AI Governance Alliance this year published the Presidio AI Framework ( PDF ). For example, New York City published its own AI Action plan in October 2023, and formalized its AI principles in March 2024.

Risk 78

Risk Consulting Modeling Data Processing 78

AWS Big Data

JUNE 13, 2023

Administrators can publish QuickSight applications on the Keycloak Admin console. Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Download the Keycloak IdP SAML metadata file from that URL location. Save full code from saml-metadata.xml to your local machine.

Metadata 52

Metadata Dashboards Business Intelligence Management 52

AWS Big Data

AUGUST 28, 2023

Amazon Security Lake publishes events from four different AWS sources: AWS CloudTrail with subsets for AWS Lambda and Amazon Simple Storage Service (Amazon S3), Amazon Virtual Private Cloud (Amazon VPC) Flow Logs, Amazon Route 53 , and AWS Security Hub. For sts_role_arn , enter the ARN of pipeline-role. Set region as us-east-1.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. You can choose to host your collection on a public endpoint or within a VPC.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Alation

DECEMBER 13, 2022

Today a modern catalog hosts a wide range of users (like business leaders, data scientists and engineers) and supports an even wider set of use cases (like data governance , self-service , and cloud migration ). (See Yet lately, a few analysts have started publishing evaluations of data catalogs for specific use cases. Conclusion.

Metadata 52

Metadata Data Governance Enterprise Insurance 52

CIO Business Intelligence

JUNE 14, 2023

Leveraging an open-source solution like Apache Ozone, which is specifically designed to handle exabyte-scale data by distributing metadata throughout the entire system, not only facilitates scalability in data management but also ensures resilience and availability at scale.

Unstructured Data 64

Unstructured Data IT Manufacturing Visualization 64

CIO Business Intelligence

SEPTEMBER 22, 2023

Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Its platform supports both publishers and advertisers so both can understand which creative work delivers the best results.

Management 101

Management Advertising Data Lake Sales 101

CIO Business Intelligence

JUNE 9, 2022

Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Its platform supports both publishers and advertisers so both can understand which creative work delivers the best results. Pega builds a low-code platform for designing and executing digital marketing campaigns.

Management 139

Management Advertising Data Lake Sales 139

IBM Big Data Hub

JULY 17, 2023

Watsonx.data is built on 3 core integrated components: multiple query engines, a catalog that keeps track of metadata, and storage and relational data sources which the query engines directly access. 1 When comparing published 2023 list prices normalized for VPC hours of watsonx.data to several major cloud data warehouse vendors.

Machine Learning 67

Machine Learning Data Warehouse Modeling Cost-Benefit 67

Domino Data Lab

OCTOBER 9, 2019

NOAA hosts a unique concentration of the world’s climate science research throughout its labs and other centers, with experts in closely adjacent fields: polar ice, coral reef health, sunny day flooding, ocean acidification, fisheries counts, atmospheric C02, sea-level rise, ocean currents, and so on. Metadata Challenges.

Deep Learning 69

Deep Learning Metadata Machine Learning Data Science 69

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. I try to relate as much published research as I can in the time available to draft a response. We will publish a new Top Trends for D&A for 2022 in a couple of months. I hope they are helpful. Keep a watch on Gartner.com.

Analytics 64

Analytics Measurement Modeling Data-driven 64

AWS Big Data

FEBRUARY 2, 2023

Since its launch in 2006, Amazon Simple Storage Service (Amazon S3) has experienced major growth, supporting multiple use cases such as hosting websites, creating data lakes, serving as object storage for consumer applications, storing logs, and archiving data.

Reporting 84

Reporting Data Lake Management Optimization 84

Insight

SEPTEMBER 10, 2019

Pegasus also will make sure that it sets where the namenode stores its metadata by initializing the Hadoop configuration file, hdfs-site.html , and identifying the worker instances in the cluster. Next, Pegasus will identify where the data node will store its metadata. Finally, Pegasus will format HDFS.

Metadata 40

Metadata Data Processing Technology Data Science 40

erwin

APRIL 16, 2024

erwin also provides data governance, metadata management and data lineage software called erwin Data Intelligence by Quest. It requires discipline, and information in the form of metadata about those being governed so that remedial action can be taken to hold people to account and ensure policies are being followed.

Metadata 52

Metadata Data Quality Data Governance Modeling 52

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets. Key Design Principles of a Data Mesh.

Metadata 122

Metadata Cost-Benefit Enterprise Interactive 122

In(tegrate) the Clouds

MAY 1, 2016

SnapLogic published Eight Data Management Requirements for the Enterprise Data Lake. Metadata and Governance. The company also recently hosted a webinar on Democratizing the Data Lake with Constellation Research and published 2 whitepapers from Mark Madsen. They are: Storage and Data Formats. Ingest and Delivery.

Data Lake 40

Data Lake Enterprise Management Metadata 40

AWS Big Data

JULY 14, 2023

This enabled producers to publish data products that were curated and authoritative assets for their domain. The FinAuto team built AWS Cloud Development Kit (AWS CDK), AWS CloudFormation , and API tools to maintain a metadata store that ingests from domain owner catalogs into the global catalog.

Finance 80

Finance Metadata Big Data Recreation/Entertainment 80

Laminar Security

MAY 3, 2023

Gartner has recently published a new piece emphasizing the importance of data security posture management (DSPM) in addressing the challenges of rapid data proliferation in the cloud, Gartner Innovation Insight: Data Security Posture Management. Organizations have an array of technologies across their security and IT teams.

Management 52

Management Risk Risk Management Data Processing 52

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. Gartner also published the same piece of research for other roles, such as Application and Software Engineering. We publish research for small organizations, not just larger organizations. We have published some case studies. Very interesting. Thank you so much.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Andrew White

MARCH 31, 2023

I hosted 25 1-1s in between the meetings and presentations. All data sets, analytics and models should be products and published to an analytics catalog or marketplace. A workshop that helps diagnostically map specific data to specific business outcomes. And I managed to walk around the show floor for a bit. Products are things.

Analytics 40

Analytics Marketing Visualization Data-driven 40

Jet Global

FEBRUARY 23, 2024

An on-premise solution provides a high level of control and customization as it is hosted and managed within the organization’s physical infrastructure, but it can be expensive to set up and maintain. Business applications use metadata and semantic rules to ensure seamless data transfer without loss.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52

Jet Global

MAY 1, 2023

Metadata Self-service analysis is made easy with user-friendly naming conventions for tables and columns. If you host a SaaS application in the cloud, do not simply assess desktop tools or run analysis off a cleansed spreadsheet. addresses). Furthermore, it uses techniques that are known for scaling the implementation.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52