Ontotext

JULY 6, 2023

This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction. internal metadata, industry ontologies, etc.) The solution brings many business benefits.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

AWS Big Data

OCTOBER 3, 2023

Iceberg tables store metadata in manifest files. As the number of data files increase, the amount of metadata stored in these manifest files also increases, leading to longer query planning time. The query runtime also increases because it’s proportional to the number of data or metadata file read operations.

Optimization 110

Optimization Snapshot Data Lake Metadata 110

Cloudera

DECEMBER 10, 2020

Why worry about costs with cloud-native data warehousing? Have you been burned by the unexpected costs of a cloud data warehouse? If not, before adopting a cloud data warehouse, consider the true costs of a cloud-native data warehouse. Expected cost benefits, however, often do not materialize.

Data Warehouse 98

Data Warehouse Metadata Cost-Benefit Optimization 98

IBM Big Data Hub

APRIL 10, 2023

Fortunately, business benefits and ESG benefits are not mutually exclusive: sustainability efforts can help boost business value for organizations that are committed and effective in execution. A well-designed data foundation can also be a game-changer when it comes to managing ESG (environmental, social, and governance) commitments.

Strategy 86

Strategy Data Architecture Cost-Benefit Reporting 86

erwin

APRIL 16, 2021

The webinar looked at how to gauge the maturity and progress of data governance programs and why it is important for both IT and the business to be able to measure success. Some business units benefit more from data governance than others, and some business units have to invest more energy and resources into the change than others.”.

Data Governance 128

Data Governance Metadata Cost-Benefit Digital Transformation 128

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Such datasets are measured by how many “tokens” (words or word parts) they include. Capture and document model metadata for report generation. Track models and drive transparent processes.

Risk 71

Risk Modeling Management Metadata 71

AWS Big Data

NOVEMBER 16, 2023

In the following sections, we discuss the most common areas of consideration that are critical for Data Vault implementations at scale: data protection, performance and elasticity, analytical functionality, cost and resource management, availability, and scalability.

Enterprise 84

Enterprise Data Warehouse Snapshot Cost-Benefit 84

Alation

MARCH 22, 2022

DataOps requires an array of technology to automate the design, development, deployment, and management of data delivery, with governance sprinkled on for good measure. So, how can you quickly take advantage of the DataOps opportunity while avoiding the risk and costs of DIY? As with any next big thing, there is no free lunch.

Metadata 52

Metadata Cost-Benefit Data Quality Data Lake 52

IBM Big Data Hub

JANUARY 5, 2023

Apply metadata to contextualize existing and new data to make it searchable and discoverable. Critical capabilities of modern high-quality data quality management solutions require an organization to: Enforce data governance across an organization by augmenting manual data quality processes with metadata and AI-related technologies.

Data Quality 52

Data Quality Data Architecture Strategy Data Lake 52

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. With this update, you can now choose the method that works best for your performance, accuracy, and cost requirements.

Visualization 92

Visualization Cost-Benefit Modeling Machine Learning 92

DataRobot Blog

SEPTEMBER 1, 2022

The latest McKinsey Global Survey on AI proves that AI adoption continues to grow and that the benefits remain significant. But in the COVID-19 pandemic’s first year, many felt more strongly about the cost-savings front than the top line. At the same time, AI remains complex and out of reach for many. Learn More About DataRobot MLOps.

Metrics 145

Metrics Statistics Modeling Data Science 145

O'Reilly on Data

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 362

Marketing Experimentation Metrics Testing 362

Cloudera

NOVEMBER 12, 2020

Cloud has given us hope, with public clouds at our disposal we now have virtually infinite resources, but they come at a different cost – using the cloud means we may be creating yet another series of silos, which also creates unmeasurable new risks in security and traceability of our data. A solution.

Data Warehouse 104

Data Warehouse Reporting Risk Cost-Benefit 104

AWS Big Data

MAY 28, 2024

With the addition of Flink support in EMR on EKS, you can now run your Flink applications on Amazon EKS using the EMR runtime and benefit from both services to deploy, scale, and operate Flink applications more efficiently and securely. Amazon EMR on EKS natively integrates tools and functionalities to enable these—and more.

Data Processing 92

Data Processing Cost-Benefit Metadata Optimization 92

AWS Big Data

OCTOBER 11, 2023

To reap the benefits of cloud computing, like increased agility and just-in-time provisioning of resources, organizations are migrating their legacy analytics applications to AWS. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day.

Management 105

Management Metadata Analytics Dashboards 105

CIO Business Intelligence

SEPTEMBER 12, 2023

Despite being an early adopter of AI in general, Salesforce has taken a more measured approach to generative AI. Getting the benefits of AI isn’t quite as simple as telling your employees they should just start using a generative AI bot, right?”

IT 113

IT Metadata Data Lake Cost-Benefit 113

IBM Big Data Hub

JULY 13, 2023

Data quality uses those criteria to measure the level of data integrity and, in turn, its reliability and applicability for its intended use. As a result, leaders are better equipped to set and achieve goals that benefit their organization and drive employee and consumer confidence.

Data Quality 63

Data Quality Data Integration Metadata Cost-Benefit 63

CIO Business Intelligence

FEBRUARY 2, 2024

Certifications measure your knowledge and skills against industry- and vendor-specific benchmarks to prove to employers you have the right skillset. The Art of Service says professionals with this certification can help businesses reduce operational costs by implementing an effective data management strategy. for 180 days access.

Management 114

Management Data Governance Cost-Benefit Testing 114

Ontotext

MAY 22, 2023

LLMs do most of this better and with lower cost of customization. Reference data used to classify or categorize other data, including units of measure, codes, as well as controlled vocabularies of terms and taxonomies of topics. So what are the benefits of a knowledge graph-based CMS for enterprises?

Management 59

Management Unstructured Data Metadata Cost-Benefit 59

IBM Big Data Hub

OCTOBER 12, 2023

The tasks behind efficient, responsible AI lifecycle management The continuous application of AI and the ability to benefit from its ongoing use require the persistent management of a dynamic and intricate AI lifecycle—and doing so efficiently and responsibly. But the implementation of AI is only one piece of the puzzle.

Cost-Benefit 77

Cost-Benefit Metadata Data Governance Modeling 77

Anmut

JUNE 9, 2023

One that supports the business strategy and creates real, measurable benefits from data. Instead, motivate them by demonstrating the benefits. This prevents them from understanding the importance of good data to strategic objectives and positions data as a cost to reduce, rather than a valuable asset to exploit.

Data Governance 52

Data Governance Cost-Benefit Metadata Strategy 52

CIO Business Intelligence

APRIL 28, 2023

While public clouds are popular for their high capacity and low costs, some organisations have started moving data out of them to comply with regulations. Public clouds offer large scale at low cost. A sovereign cloud provides the data sovereignty benefits of a private cloud without the IT headaches.

Data Processing 54

Data Processing Metadata Cost-Benefit Risk Management 54

Cloudera

NOVEMBER 13, 2020

Impala’s planner does not do exhaustive cost-based optimization. Instead, it makes cost-based decisions with more limited scope (for example when comparing join strategies) and applies rule-based and heuristic optimizations for common query patterns. Metadata Caching. More on this below. Execution Engine.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

IBM Big Data Hub

APRIL 11, 2024

Compliance with official policies through auditing tools and other measures is merely the final step. Provide applied governance training We observe many agencies holding AI “innovation days” and hackathons aimed at improving operational efficiencies (such as reducing costs, engaging citizens or employees and other KPIs).

Risk 74

Risk Consulting Modeling Data Processing 74

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? Infrastructure Cost Optimization. Germany (Primary Market) . North America (US East Region).

Strategy 92

Strategy Cost-Benefit Optimization Risk 92

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. The vector engine’s compute capacity used for data ingestion, and search and query are measured in OpenSearch Compute Units (OCUs).

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Alation

JANUARY 17, 2023

In actual fact, it isn’t all that confusing at all, and understanding what it means can have huge benefits for your organization. In this article, I will explain the modern data stack in detail, list some benefits, and discuss what the future holds. What Are the Benefits of a Modern Data Stack? What Is the Modern Data Stack?

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Data Science 52

erwin

JANUARY 31, 2019

Organizations with GDPR-compliant security measures are not only less likely to suffer a breach (74 percent vs. 89 percent), but the breaches suffered are less costly too, with fewer records affected. Although data security cannot be wholly guaranteed, these measures can help identify and contain breaches to minimize the fallout.

Data Governance 72

Data Governance Metadata Cost-Benefit Enterprise 72

AWS Big Data

MARCH 26, 2024

Data storage Structured, semi-structured, or unstructured batch data is stored in an object storage because these are cost-efficient and durable. 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.

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

AWS Big Data

FEBRUARY 22, 2023

We also discuss the benefits Ruparupa gained after the implementation. The AWS Glue Data Catalog stores the metadata, and Amazon Athena (a serverless query engine) is used to query data in Amazon S3. This data contains insights that, if unlocked, can help management make decisions to help increase sales and optimize cost.

Data Lake 52

Data Lake Dashboards Cost-Benefit Metadata 52

BI-Survey

FEBRUARY 23, 2023

Ultimately, it is the people in the company who have to change their behavior and mindset in order to benefit from the ever-increasing amount of data available to them. Almost three quarters of respondents also state that they have recognized the need to invest in ways to access, link and understand metadata.

Metadata 52

Metadata Data-driven Data Strategy Strategy 52

Andrew White

JANUARY 9, 2022

First, how we measure emissions and carbon footprint is about data design and policy. Yet there is no inclusion in the conversation about the costs and issues related to the battery and materials used in the most expensive part of the EV. In other words, D&A plays a key role in the foundational measuring angle.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Grooper

OCTOBER 23, 2019

How does data benefit the entire company? By measuring performance, they drive improvements through necessary process and workflow changes. It simply takes the right resources and a measured approach to get there. As Peter Drucker so famously said, “If you can’t measure it, you can’t improve it.”

Metrics 59

Metrics Measurement Strategy Optimization 59

Sisense

SEPTEMBER 3, 2019

When it comes to picking your node type, while it is easy to see the storage of the Dc2.8xlarge and chose it because it is the largest, if you don’t have the need for that node type, you risk losing out on the benefits of having a distributed database that can process your query in parallel across all of your nodes.

Data Warehouse 78

Data Warehouse OLAP Statistics Cost-Benefit 78

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. It will ultimately help them spot new business opportunities, cut costs, or identify inefficient processes that need reengineering.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

SEPTEMBER 23, 2022

While public clouds are popular for their high capacity and low costs, some organizations have started moving data out of them to comply with regulations. Public clouds offer large scale at low cost. A sovereign cloud provides the data sovereignty benefits of a private cloud without the IT headaches.

Data Processing 89

Data Processing Metadata Cost-Benefit Risk Management 89

DataKitchen

JUNE 24, 2021

At Astrazeneca, Kurt Zimmer explained that data, “ provides a massive opportunity to drive all sorts of levers, such as to lower cost and to drive things like speed of execution, which has a tremendous impact on the ability to bring life-saving medicines to the marketplace.” And I think that really paid off for us.

ROI 211

ROI Metrics Measurement Cost-Benefit 211