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. They will need to develop new skills and strategies for designing AI features, handling non-deterministic outputs, and integrating seamlessly with various enterprise systems.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

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. AI product estimation strategies. You might have millions of short videos , with user ratings and limited metadata about the creators or content.

Management 363

Management Machine Learning Experimentation Metrics 363

AWS Big Data

OCTOBER 30, 2024

For this use case, create a data source and import the technical metadata of four data assets— customers , order_items , orders , products , reviews , and shipments —from AWS Glue Data Catalog. He leverages his experience to advise customers on their data strategy and technology foundations. Lionel Pulickal is Sr.

Visualization 116

Visualization Data Lake Testing Data Governance 116

Cloudera

MAY 6, 2021

In this article, I will be focusing on the contribution that a multi-cloud strategy has towards these value drivers, and address a question that I regularly get from clients: Is there a quantifiable benefit to a multi-cloud deployment? Risk Mitigation. Business Value Acceleration.

Strategy 92

Strategy Cost-Benefit Optimization Risk 92

CIO Business Intelligence

OCTOBER 15, 2024

“I do think the acquisition has been a bit of a distraction, but that’s probably true anytime that kind of money starts moving around,” David Nalley, director of open-source strategy and marketing at Amazon Web Services, told me. But the metadata turf war is just getting started.” Snowflake doubled down on Iceberg with Polaris.

Metadata 117

Metadata Data Processing Uncertainty Data Warehouse 117

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. In the event of an infrastructure failure, an OpenSearch domain can end up losing one or more nodes.

Optimization 125

Optimization Snapshot Metadata Cost-Benefit 125

AWS Big Data

MAY 7, 2024

As you experience the benefits of consolidating your data governance strategy on top of Amazon DataZone, you may want to extend its coverage to new, diverse data repositories (either self-managed or as managed services) including relational databases, third-party data warehouses, analytic platforms and more.

Metadata 87

Metadata Data Lake Data Processing Data-driven 87

AWS Big Data

OCTOBER 3, 2023

In-place data upgrade In an in-place data migration strategy, existing datasets are upgraded to Apache Iceberg format without first reprocessing or restating existing data. In this method, the metadata are recreated in an isolated environment and colocated with the existing data files. This method shadows the source dataset in batches.

Data Lake 116

Data Lake Metadata Snapshot Recreation/Entertainment 116

erwin

APRIL 16, 2021

erwin recently hosted the third in its six-part webinar series on the practice of data governance and how to proactively deal with its complexities. Beginning strategy processes. This webinar will discuss how to answer critical questions through data catalogs and business glossaries, powered by effective metadata management.

Data Governance 128

Data Governance Metadata Cost-Benefit Data-driven 128

datapine

SEPTEMBER 29, 2022

There are a lot of strategies that you can use to improve the quality of your information. With quality data at their disposal, organizations can form data warehouses for the purposes of examining trends and establishing future-facing strategies. Metadata management: Good data quality control starts with metadata management.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. We recommend building your data strategy around five pillars of C360, as shown in the following figure. Then, you transform this data into a concise format.

Data Strategy 78

Data Strategy Strategy Data Warehouse Prescriptive Analytics 78

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. In the future, we plan to profile workloads based on metadata, cross-check them with capacity metrics, and place them in the appropriate MSK cluster.

Metrics 79

Metrics Dashboards Testing Optimization 79

Smart Data Collective

APRIL 14, 2021

This eliminates guesswork when coming up with business strategies. This way, you can make appropriate and accurate changes to your strategy and product based on the findings. it offers data connectors, visualization layers, and hosting all in one package, making it ideal for teams that are data-driven with limited resources.

Business Intelligence 138

Business Intelligence Dashboards Visualization Big Data 138

AWS Big Data

DECEMBER 19, 2024

Each service is hosted in a dedicated AWS account and is built and maintained by a product owner and a development team, as illustrated in the following figure. Delta tables technical metadata is stored in the Data Catalog, which is a native source for creating assets in the Amazon DataZone business catalog.

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). As it relates to the use case in the post, ZS is a global leader in integrated evidence and strategy planning (IESP), a set of services that help pharmaceutical companies to deliver a complete and differentiated evidence package for new medicines.

Unstructured Data 108

Unstructured Data Metadata Machine Learning Consulting 108

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

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 109

Data Processing Metadata Informatics Interactive 109

AWS Big Data

JULY 14, 2023

These inputs reinforced the need of a unified data strategy across the FinOps teams. 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. Data source locations are registered with Lake Formation.

Finance 91

Finance Metadata Big Data Recreation/Entertainment 91

Octopai

JANUARY 31, 2021

Incorporating data lineage into an organization’s strategy can make a huge difference when it comes to making accurate business decisions and having a handle on the information they already possess. The host is Tobias Macey, an engineer with many years of experience. Agile Data. Agile Data. Techcopedia. EWSolutions.

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.

Metadata 86

Metadata Data Lake Optimization Strategy 86

CIO Business Intelligence

DECEMBER 16, 2022

There were also a host of other non-certified technical skills attracting pay premiums of 17% or more, way above those offered for certifications, and many of them centered on management, methodologies and processes or broad technology categories rather than on particular tools.

Testing 98

Testing Metadata Data Processing Machine Learning 98

Ontotext

SEPTEMBER 15, 2020

However, Data Fabric is not an application or software package but a set of design principles and strategies to deal with the very real and concrete truth that centralized data storage and control is gone. This means having the ability to define and relate all types of metadata. Data Fabric hit the Gartner top ten in 2019.

Metadata 69

Metadata Knowledge Discovery Data Quality Strategy 69

CIO Business Intelligence

JANUARY 30, 2024

Even for more straightforward ESG information, such as kilowatt-hours of energy consumed, ESG reporting requirements call for not just the data, but the metadata, including “the dates over which the data was collected and the data quality,” says Fridrich. Approach strategy development in small increments.

Reporting 115

Reporting Data Quality Strategy Data-driven 115

AWS Big Data

JUNE 27, 2024

To develop your disaster recovery plan, you should complete the following tasks: Define your recovery objectives for downtime and data loss (RTO and RPO) for data and metadata. Identify recovery strategies to meet the recovery objectives. Choose your hosted zone. Choose your hosted zone. redshift.amazonaws.com.

Snapshot 81

Snapshot Data Warehouse Data Processing Strategy 81

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. Efficient cloud migrations McKinsey predicts that $8 out of every $10 for IT hosting will go toward the cloud by 2024. We’ve compiled six key reasons why financial organizations are turning to lineage platforms like MANTA to get control of their data.

Cost-Benefit 90

Cost-Benefit Metadata Data Governance Reporting 90

AWS Big Data

MARCH 10, 2023

You can simplify your data strategy by running multiple workloads and applications on the same data in the same location. Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. One important aspect to a successful data strategy for any organization is data governance.

Data Lake 116

Data Lake Sales Data Warehouse Snapshot 116

CIO Business Intelligence

APRIL 27, 2022

Rajgopal adds that all customer data, metadata, and escalation data are kept on Indian soil at all times in an ironclad environment. Nimble Information Strategies is a customer of VMware Sovereign Cloud partner ThinkOn.

Digital Transformation 111

Digital Transformation Metadata Risk Enterprise 111

AWS Big Data

JUNE 12, 2024

By using infrastructure as code (IaC) tools, ODP enables self-service data access with unified data management, metadata management (data catalog), and standard interfaces for analytics tools with a high degree of automation by providing the infrastructure, integrations, and compliance measures out of the box.

Data Architecture 106

Data Architecture Cost-Benefit Data-driven Experimentation 106

AWS Big Data

MARCH 7, 2024

Based on your data retention, query latency, and budgeting requirements, you can choose the best strategy to balance cost and performance. After the table is cataloged in your AWS Glue metadata catalog, you can run queries directly on your data in your S3 data lake through OpenSearch Dashboards.

Data Lake 125

Data Lake Analytics Dashboards Metrics 125

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Common Crawl data The Common Crawl raw dataset includes three types of data files: raw webpage data (WARC), metadata (WAT), and text extraction (WET).

Metadata 111

Metadata Modeling Data Processing Unstructured Data 111

Ontotext

DECEMBER 1, 2023

Atanas Kiryakov presenting at KGF 2023 about Where Shall and Enterprise Start their Knowledge Graph Journey Only data integration through semantic metadata can drive business efficiency as “it’s the glue that turns knowledge graphs into hubs of metadata and content”.

Metadata 78

Metadata Sales Machine Learning Consulting 78

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. Given those two, plus SQL gaining eminence as a database strategy, a decidedly relational picture coalesced throughout the decade. Allows metadata repositories to share and exchange.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

AWS Big Data

JULY 16, 2024

Priority 2 logs, such as operating system security logs, firewall, identity provider (IdP), email metadata, and AWS CloudTrail , are ingested into Amazon OpenSearch Service to enable the following capabilities. Previously, P2 logs were ingested into the SIEM. She currently serves as the Global Head of Cyber Data Management at Zurich Group.

Insurance 124

Insurance Management Cost-Benefit Optimization 124

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.

Data Warehouse 94

Data Warehouse Data Lake IT Analytics 94

Alation

JUNE 21, 2022

As HPE expands its edge-to-cloud strategy by increasing investment in organizations conquering edge/cloud/data obstacles, Alation was recognized as a category-leading startup that integrates with the HPE product portfolio. Hosting an entire data environment in the cloud is costly and unsustainable. billion — i.e., unicorn status.

Metadata 52

Metadata Digital Transformation Cost-Benefit Data Governance 52

CIO Business Intelligence

SEPTEMBER 22, 2023

The term “data management platform” can be confusing because, while it sounds like a generalized product that works with all forms of data as part of generalized data management strategies, the term has been more narrowly defined of late as one targeted to marketing departments’ needs.

Management 105

Management Advertising Data Lake Sales 105

Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. We saw a record number of entries and incredible examples of how customers were using Cloudera’s platform and services to unlock the power of data. SECURITY AND GOVERNANCE LEADERSHIP. DATA FOR GOOD.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70