CIO Business Intelligence

JANUARY 9, 2025

Content management systems: Content editors can search for assets or content using descriptive language without relying on extensive tagging or metadata. In-depth analysis: LLMs can go beyond simple data presentation to identify and explain complex patterns in the data.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

AWS Big Data

JUNE 24, 2024

The DNS name used by clients with TLS encrypted authentication mechanisms must match the primary Common Name (CN), or Subject Alternative Name (SAN) of the certificate presented by the MSK broker, to avoid hostname validation errors. The Kafka client uses the custom domain bootstrap address to send a get metadata request to the NLB.

Advertising 115

Advertising Data Processing Metadata Management 115

AWS Big Data

DECEMBER 19, 2024

After you create the asset, you can add glossaries or metadata forms, but its not necessary for this post. The default event bus should automatically be present; we use it for creating the Amazon DataZone subscription rule. Delete the S3 bucket that hosted the unstructured asset. Enter a name for the asset. Choose Create rule.

Publishing 97

Publishing Unstructured Data Metadata Data-driven 97

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. So how do snapshots work when we already have the data present on Amazon S3?

Optimization 128

Optimization Snapshot Metadata Cost-Benefit 128

AWS Big Data

JUNE 10, 2024

Organizations have multiple Hive data warehouses across EMR clusters, where the metadata gets generated. In this post, we present a methodology for deploying a data mesh consisting of multiple Hive data warehouses across EMR clusters. The producer account will host the EMR cluster and S3 buckets. VPC with the CIDR 10.0.0.0/16.

Data Lake 116

Data Lake Metadata Data Warehouse Data Processing 116

AWS Big Data

APRIL 25, 2024

They also want to perform the data processing and transformation work in their own account (Account B) to compartmentalize duties and prevent any unintended changes to the source raw data present in the central account (Account A). Otherwise, it will check the metadata database for the value and return that instead. secretsmanager ).

Metadata 132

Metadata Data Processing Management Testing 132

AWS Big Data

OCTOBER 3, 2023

This means the data files in the data lake aren’t modified during the migration and all Apache Iceberg metadata files (manifests, manifest files, and table metadata files) are generated outside the purview of the data. In this method, the metadata are recreated in an isolated environment and colocated with the existing data files.

Data Lake 121

Data Lake Metadata Snapshot Recreation/Entertainment 121

Smart Data Collective

APRIL 14, 2021

Business intelligence is simply a tool, computer software, and practice used to collect, integrate, analyze, and present raw business data that can be used to create actionable and informative business data. It comes with organizational features that support working in a large team, including metadata for tables.

Business Intelligence 138

Business Intelligence Dashboards Visualization Big Data 138

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Data and Metadata: Data inputs and data outputs produced based on the application logic.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

Cloudera

AUGUST 26, 2021

Before we jump into the data ingestion step, here is a quick overview of how Ozone manages its metadata namespace through volumes, buckets and keys. . If created using the Filesystem interface, the intermediate prefixes ( application-1 & application-1/instance-1 ) are created as directories in the Ozone metadata store. s3 = boto3.resource('s3',

Data Science 113

Data Science Forecasting Metadata Machine Learning 113

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. Through the 5 pillars that we just presented above, we also covered some techniques and tips that should be followed to ensure a successful process. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MAY 4, 2023

Amazon’s Open Data Sponsorship Program allows organizations to host free of charge on AWS. These datasets are distributed across the world and hosted for public use. Data scientists have access to the Jupyter notebook hosted on SageMaker. The OpenSearch Service domain stores metadata on the datasets connected at the Regions.

Data Processing 121

Data Processing Metadata Informatics Interactive 121

AWS Big Data

DECEMBER 19, 2024

Data landscape at HEMA After moving its entire data platform from on premises to the AWS Cloud, the wave of change presented a unique opportunity for the HEMA Data & Cloud function to invest and commit in building a data mesh. HEMA has a bespoke enterprise architecture, built around the concept of services.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

AWS Big Data

SEPTEMBER 12, 2024

We developed and host several applications for our customers on Amazon Web Services (AWS). These embeddings, along with metadata such as the document ID and page number, are stored in OpenSearch Service. The auto-mapping phase ensures consistency by mapping extracted features to standard terms present in the ontology.

Unstructured Data 110

Unstructured Data Metadata Machine Learning Consulting 110

Cloudera

JANUARY 21, 2022

System metadata is reviewed and updated regularly. Services in each zone use a combination of kerberos and transport layer security (TLS) to authenticate connections and APIs calls between the respective host roles, this allows authorization policies to be enforced and audit events to be captured. Sensitive data is encrypted.

Data Processing 112

Data Processing Management Cost-Benefit Finance 112

Ontotext

DECEMBER 1, 2023

The event held the space for presentations, discussions, and one-on-one meetings, where more than 20 partners, 1064 Registrants from 41 countries, spanning across 25 industries came together. It was presented by Summit Pal, Strategic Technology Director at Ontotext and former Gartner VP Analyst.

Metadata 78

Metadata Sales Machine Learning Consulting 78

Cloudera

MAY 6, 2021

In the introductory article of this series, I presented the overarching framework for quantifying the value of the Cloudera Data Platform (CDP): . In the following sections I present the approach and relevant context for quantifying the value of multi-cloud deployments by also including some relevant client examples. Risk Mitigation.

Strategy 92

Strategy Cost-Benefit Optimization Risk 92

CIO Business Intelligence

JUNE 9, 2022

Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics. Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed.

Management 144

Management Advertising Data Lake Sales 144

Ontotext

OCTOBER 12, 2023

Aidan Hogan” Throughout his presentation [ PDF ], he made a plethora of academic references on all the open questions deriving from use cases where the interplay between knowledge graphs and LLMs is involved. Aidan Hogan at SEMANTiCS 2023. Thankfully, lt-innovate.org already did a concise wrap-up.

Modeling 75

Modeling Recreation/Entertainment Data Processing Metadata 75

Octopai

JANUARY 31, 2021

The host is Tobias Macey, an engineer with many years of experience. The particular episode we recommend looks at how WeWork struggled with understanding their data lineage so they created a metadata repository to increase visibility. Currently, he is in charge of the Technical Operations team at MIT Open Learning. Agile Data.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. While this approach provides isolation, it creates another significant challenge: duplication of data, metadata, and security policies, or ‘split-brain’ data lake. Beginning with CM 6.2,

Metadata 86

Metadata Data Lake Optimization Strategy 86

Ontotext

SEPTEMBER 15, 2020

This means the creation of reusable data services, machine-readable semantic metadata and APIs that ensure the integration and orchestration of data across the organization and with third-party external data. This means having the ability to define and relate all types of metadata.

Metadata 69

Metadata Knowledge Discovery Data Quality Data-driven 69

IBM Big Data Hub

APRIL 1, 2024

GitOps for repo data Backstage allows developers and teams to express the metadata about their projects from yaml files. Backstage can put all those behind an API proxy, which will help present them as a single microservice. The gain here is that Backstage now smooths over the presentation of the proxy.

Software 71

Software Advertising Data Processing Metadata 71

Domino Data Lab

APRIL 3, 2019

In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form. That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. The on-the-ground reality of DG presents an almost overwhelming array of topics.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

Cloudera

NOVEMBER 22, 2021

Limited flexibility to use more complex hosting models (e.g., Increased integration costs using different loose or tight coupling approaches between disparate analytical technologies and hosting environments. public, private, hybrid cloud)? Conclusion .

Data Processing 94

Data Processing Data Warehouse Enterprise Visualization 94

AWS Big Data

MARCH 7, 2024

Solution overview We present an architecture pattern with the following key components: Application logs are streamed into to the data lake, which helps feed hot data into OpenSearch Service in near-real time using OpenSearch Ingestion S3-SQS processing. For a comprehensive overview of OpenSearch Ingestion, see Amazon OpenSearch Ingestion.

Data Lake 131

Data Lake Analytics Dashboards Metrics 131

AWS Big Data

JANUARY 22, 2024

Some examples of Acast’s domains are presented in the following figure. Data as a product Treating data as a product entails three key components: the data itself, the metadata, and the associated code and infrastructure. In this approach, teams responsible for generating data are referred to as producers.

Data-driven 117

Data-driven Advertising Metadata Data Architecture 117

Cloudera

JUNE 25, 2021

While using CDH on-premises cluster or CDP Private Cloud Base cluster, make sure that the following ports are open and accessible on the source hosts to allow communication between the source on-premise cluster and CDP Data Lake cluster. Hive database, table metadata along partitions, Hive UDFs and column statistics. Click Next.

Data Lake 73

Data Lake Metadata Unstructured Data Management 73

Domino Data Lab

JUNE 2, 2019

Note that there’s not enough room in an article to cover these presentations adequately so I’ll highlight the keynotes plus a few of my favorites. One of my favorite presentations—and the one I kept hearing quoted by attendees —was the day 1 keynote “ Data Science at Netflix: Principles for Speed & Scale” by Michelle Ufford.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

Alation

MAY 19, 2022

Active metadata gives you crucial context around what data you have and how to use it wisely. Active metadata provides the who, what, where, and when of a given asset, showing you where it flows through your pipeline, how that data is used, and who uses it most often. Establish what data you have. And its applications are growing.

Data Analytics 52

Data Analytics Metadata Analytics Data Governance 52

AWS Big Data

NOVEMBER 16, 2023

Although these areas can also be critical areas of consideration for any data warehouse data model, in our experience, these areas present their own flavor and special needs to achieve data vault implementations at scale. There are two possible routes to create materialized views for the presentation data mart layer.

Enterprise 110

Enterprise Data Warehouse Snapshot Cost-Benefit 110

IBM Big Data Hub

APRIL 11, 2024

We recommend that these hackathons be extended in scope to address the challenges of AI governance, through these steps: Step 1: Three months before the pilots are presented, have a candidate governance leader host a keynote on AI ethics to hackathon participants. We find that most are disincentivized because they have quotas to meet.

Risk 74

Risk Consulting Data Processing Publishing 74

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. We’re excited to have Alation customers EA, Thermo Fisher, and AmFam presenting at DGIQ this year. You can even ues this event to satisfy the continuing education requirements of the CDMP credential.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

CIO Business Intelligence

SEPTEMBER 22, 2023

Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics. Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed.

Management 105

Management Advertising Data Lake Sales 105

Alation

JUNE 21, 2022

Hosting an entire data environment in the cloud is costly and unsustainable. It also presents security risks. Our investment with Alation will allow HPE’s customers to surface rich metadata information from their data assets and utilize it to deliver increased value to their customers.” billion — i.e., unicorn status.

Metadata 52

Metadata Digital Transformation Cost-Benefit Data Governance 52

Cloudera

MAY 18, 2021

CDP Public Cloud leverages the elastic nature of the cloud hosting model to align spend on Cloudera subscription (measured in Cloudera Consumption Units or CCUs) with actual usage of the platform. that optimizes autoscaling for compute resources compared to the efficiency of VM-based scaling. . Flow Management. Not available.

Cost-Benefit 86

Cost-Benefit Data-driven Machine Learning Data Warehouse 86

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. If the data is already there, you can move on to launching data warehouse services.

Data Warehouse 94

Data Warehouse Data Lake IT Analytics 94