Rita Sallam

APRIL 2, 2023

For the vendors that participate in the Bake-Off and Show Floor Showdowns, it is in equal measure fun and extremely stressful. Metadata management goes beyond technical metadata and even combining that with business metadata when it infers or anticipates new users of recently introduced data assets.

Optimization 52

Optimization Machine Learning Insurance Risk 52

AWS Big Data

NOVEMBER 16, 2023

Chargeback metadata Amazon Redshift provides different pricing models to cater to different customer needs. Redshift Serverless measures data warehouse capacity in RPUs, which are resources used to handle workloads. Raw Data Vault – The RDV data warehouse hosts hubs, links, and satellite tables.

Enterprise 87

Enterprise Data Warehouse Snapshot Cost-Benefit 87

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. Network security mushrooms with VPNs, IDS , gateways, various bump-in-the-wire solutions, SIMS tying all the anti-intrusion measures within the perimeter together, and so on.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Cloudera

NOVEMBER 12, 2020

Cloud deployments add tremendous overhead because you must reimplement security measures and then manage, audit, and control them. Inability to maintain context – This is the worst of them all because every time a data set or workload is re-used, you must recreate its context including security, metadata, and governance.

Data Warehouse 101

Data Warehouse Reporting Risk Cost-Benefit 101

AWS Big Data

OCTOBER 11, 2023

The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day. HandleTime – This customer service metric measures the length of a customer’s call. Use the following code: import boto3 import json # Create S3 object s3_client = boto3.client("s3")

Management 109

Management Metadata Analytics Dashboards 109

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 100

Metadata Broadcasting Data Processing Modeling 100

Cloudera

JULY 19, 2023

It is a replicated, highly-available service that is responsible for managing the metadata for all objects stored in Ozone. Relevance of Operations per Second to Scale Ozone Manager hosts the metadata for the Objects stored within Ozone and consists of a cluster of Ozone Manager instances replicated via Ratis (a raft implementation ).

Management 70

Management Metadata Metrics Optimization 70

Alation

FEBRUARY 13, 2020

Graves: As I mentioned, one of the key things for us is that we sell web products for our customers to build their own web presence – domains, hosting, shopping carts, and SSL certs. That’s one of the key metrics that we’re always measuring. What role does data play in your customer-first culture? Are they stopping somewhere in setup?

Digital Transformation 52

Digital Transformation Data-driven Business Intelligence Big Data 52

IBM Big Data Hub

APRIL 11, 2024

Compliance with official policies through auditing tools and other measures is merely the final step. Responsibility for risk: These forms can imply that model owners will be absolved of risk because they used a certain technology or cloud host or procured a model from a third party.

Risk 76

Risk Consulting Modeling Data Processing 76

IBM Big Data Hub

MARCH 29, 2024

Benefits of OpenTelemetry The OpenTelemetry protocol (OTLP) simplifies observability by collecting telemetry data, like metrics, logs and traces, without changing code or metadata. Once integrated with a host, Prometheus gathers application metrics that are related to dedicated functions that DevOps teams want to monitor.

Metrics 79

Metrics Visualization Measurement Optimization 79

IBM Big Data Hub

JANUARY 9, 2024

Increased variance: Variance measures consistency. Data ingestion must be done properly from the start, as mishandling it can lead to a host of new issues. Most data is hosted either on cloud or on-premises, requiring companies to make decisions about where to store their data.

Enterprise 75

Enterprise Data Integration Data Quality Contextual Data 75

CIO Business Intelligence

APRIL 28, 2023

A private cloud can be hosted either in an organisation’s own data centre, at a third-party facility, or via a private cloud provider. An organisation may host some services in one cloud and others with a different provider. Public clouds offer large scale at low cost. Hybrid – a mix of public and private clouds.

Data Processing 55

Data Processing Metadata Cost-Benefit Risk Management 55

AWS Big Data

JANUARY 22, 2024

Data as a product Treating data as a product entails three key components: the data itself, the metadata, and the associated code and infrastructure. For orchestration, they use the AWS Cloud Development Kit (AWS CDK) for infrastructure as code (IaC) and AWS Glue Data Catalogs for metadata management.

Data-driven 89

Data-driven Advertising Metadata Data Architecture 89

AWS Big Data

MARCH 26, 2024

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. You can use the same capabilities to serve financial reporting, measure operational performance, or even monetize data assets.

Data Strategy 71

Data Strategy Strategy Data Warehouse Prescriptive Analytics 71

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

Ontotext

MAY 18, 2020

The capacity and performance of supercomputers is measured with the so-called FLOPS (floating point operations per second). The first type is metadata from images. Information source: H2020 grant for Computational Pathology ]. There are four types of data sources that the team will work with. Certainly not!

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

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. Cloudera Manager 6.2

Metadata 85

Metadata Data Lake Optimization Strategy 85

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. First, how we measure emissions and carbon footprint is about data design and policy. In other words, D&A plays a key role in the foundational measuring angle. Here is the link to the replay, in case you are interested.

Analytics 64

Analytics Measurement Modeling Data-driven 64

CIO Business Intelligence

JUNE 14, 2023

This can be achieved by utilizing dense storage nodes and implementing fault tolerance and resiliency measures for managing such a large amount of data. When adding more storage nodes, it is important to ensure that the capacity addition is more optimal and efficient. Focus on scalability.

Unstructured Data 64

Unstructured Data IT Manufacturing Visualization 64

Cloudera

MAY 6, 2021

The workload breakdown measured in estimated vCPU-hours (based on on-premises capacity and utilization metrics) by region and data lifecycle stage is summarized in the Shankey chart below: . Risk Mitigation. increased latency between regions) to complete capability disruption that would have far-reaching impacts on the organization.

Strategy 91

Strategy Cost-Benefit Optimization Risk 91

Domino Data Lab

JUNE 2, 2019

The most poignant for me was a simple approach for measuring noise within an organization. Measure how these decisions vary across your population. Data-related events to mark on your calendars: Petaluma Salon , Jun 5 – I’ll be hosting an AI-themed book review about John Barr, “Are Facebook and China scrambling to become each other?”.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Alation

JANUARY 17, 2023

These automated pipelines will serve well in producing regular reports that measure key performance indicators in your organization. Cloud-based data warehouses are hosted on the cloud and can be accessed from anywhere. A great ELT tool will help you automate your data pipelines and make it easier to manage your data.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Data Science 52

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

CIO Business Intelligence

SEPTEMBER 23, 2022

A private cloud can be hosted either in an organization’s own?data An organization may host some services in one cloud and others with a different provider. True Sovereign Clouds require a higher level of protection and risk management for data and metadata than a typical public cloud.

Data Processing 94

Data Processing Metadata Cost-Benefit Risk Management 94

Ontotext

FEBRUARY 21, 2024

The examples below use OpenAI’s ChatGPT, but they can be applied against other LLM chatbots, including self-hosted ones. This is not something that could be easily determined or measured and it depends on the particular question. Talk to Your Graph GraphDB 10.4 introduced a new Lab functionality called “Talk to Your Graph”.

Knowledge Discovery 64

Knowledge Discovery Technology Metadata Data-driven 64

AWS Big Data

JUNE 15, 2023

Figure 2: Enable a Q topic from a QuickSight analysis Q will scan the underlying metadata in your analysis and automatically select high-value columns based on how they are used in the analysis. Measures of this type can produce misleading or statistically inaccurate results when added with one another.

Sales 69

Sales Dashboards Visualization Testing 69

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. The overall program should set a 2-year vision, mission, and goals, and then focus on execution, measuring progress along the way. Here’s an example.

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Laminar Security

MAY 3, 2023

When evaluating DSPM solutions , look for one that not only extends to all major cloud service providers, but also reads from various databases, data pipelines, object storage, disk storage, managed file storage, data warehouses, lakes, and analytics pipelines, both managed and self-hosted.

Management 52

Management Risk Risk Management Data Processing 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. .

Cost-Benefit 83

Cost-Benefit Data-driven Machine Learning Data Warehouse 83

Alation

FEBRUARY 13, 2020

I’m John Furrier, co-host of theCUBE. In Alation, we have a mix of manually human curated metadata where you have data stewards that are curators saying, “This is endorsed data. One of our values at Alation is that we measure our success through customer impact. Check out our conversation below. Aaron : Yeah.

ROI 52

ROI Data-driven Finance Data Quality 52

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. measuring value, prioritizing (where to start), and data literacy? As with offensive policies, too many firms mistake hygiene metrics such as the number of records cleaned up versus the impact on outcomes as the measure of success, with risk I would wary of the same mistake.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

MAY 1, 2023

Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. Metadata Self-service analysis is made easy with user-friendly naming conventions for tables and columns. How to measure the value. addresses). Do what you expect your customers to do.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52