AWS Big Data

MARCH 12, 2024

As part of the results, we show how AWS Glue Data Quality provides information about the runtime of extract, transform, and load (ETL) jobs, the resources measured in terms of data processing units (DPUs), and how you can track the cost of running AWS Glue Data Quality for ETL pipelines by defining custom cost reporting in AWS Cost Explorer.

Data Quality 85

Data Quality Measurement Testing Visualization 85

IBM Big Data Hub

JULY 25, 2023

Components of a smart grid Smart grids rely on several integral components, each playing a role in ensuring smooth operations: Smart meters: Smart meters measure real-time energy consumption at the consumer’s end, providing detailed information on consumption patterns to both the consumer and the energy provider.

Optimization 59

Optimization Technology Measurement Cost-Benefit 59

IBM Big Data Hub

MARCH 29, 2024

Imagine a future where artificial intelligence (AI) seamlessly collaborates with existing supply chain solutions, redefining how organizations manage their assets. But what if you could optimize even further? Let’s look at some of those challenges to generative AI for asset performance management. Undoubtedly.

Management 88

Management Structured Data Modeling Data Governance 88

AWS Big Data

OCTOBER 3, 2023

Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. As of this writing, only the optimize-data optimization is supported. and above (available from Amazon EMR 6.11.0).

Optimization 106

Optimization Snapshot Data Lake Metadata 106

CIO Business Intelligence

NOVEMBER 18, 2022

But when not managed strategically in the long run, cloud spending can quickly escalate and impact margins, cost of goods sold (COGS), and cost of revenue (COR). To optimize cloud investments, C-level executives are increasingly adopting cloud financial operations (FinOps). Overcoming these challenges goes back to KPIs and OKRs.

Optimization 91

Optimization KPI Key Performance Indicator Cost-Benefit 91

IBM Big Data Hub

AUGUST 3, 2023

This means companies especially need their software applications to perform optimally because they are often a source of competitive advantage. As such, many organizations attempt to manage their application health and track key metrics through advanced health reports. What is application health monitoring?

Measurement 65

Measurement Metrics Risk Software 65

CIO Business Intelligence

AUGUST 29, 2023

Interest in Value Stream Management (VSM) has never been higher – and for good reason. Recently I had the opportunity to speak at the Six Five Summit regarding Value Stream management and how it can help companies accelerate their transformational journey. VSM is very much driven by digital transformation.

Management 91

Management Digital Transformation Measurement Software 91

CIO Business Intelligence

JUNE 15, 2023

BCG asked 12,898 frontline employees, managers, and leaders in large organizations around the world how they felt about AI: 61% listed curiosity as one of their two strongest feelings, 52% listed optimism, 30% concern, and 26% confidence. Despite BCG’s findings of optimism in the workforce, there’s a darker side.

Management 111

Management Experimentation Optimization Enterprise 111

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? 5) How Do You Measure Data Quality? However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Table of Contents.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

SEPTEMBER 14, 2023

Unaligned checkpoints help, under specific conditions, to reduce checkpointing time for applications suffering temporary backpressure, and can be now enabled in Amazon Managed Service for Apache Flink applications running Apache Flink 1.15.2 This feature has been available since Apache Flink 1.11 and has received many improvements since then.

Snapshot 85

Snapshot Broadcasting Optimization Management 85

IBM Big Data Hub

JULY 10, 2023

Vibration analysis—a component of condition monitoring systems—utilizes vibration sensors to measure frequencies in an asset and detect abnormalities that may indicate a problem. Frequency measures the number of oscillations per unit of time, usually expressed in Hertz (Hz). motors, compressors, pumps, etc.)

Optimization 57

Optimization IT Measurement Cost-Benefit 57

CIO Business Intelligence

JUNE 9, 2023

Such is the case with a data management strategy. That gap is becoming increasingly apparent because of artificial intelligence’s (AI) dependence on effective data management. For many organizations, the real challenge is quantifying the ROI benefits of data management in terms of dollars and cents. The second best time is now.”

Strategy 112

Strategy Management Key Performance Indicator ROI 112

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. It would be a huge challenge for a human to manage these models, so we use the autoAI feature of watsonx to help us build the right model and pick the best projection.” We also measure response time since this is a near real-time system.

Management 84

Management IT Machine Learning Metrics 84

Smart Data Collective

MARCH 29, 2021

Maintenance management’s primary focus has always been maximizing the quality, effectiveness, and quality of equipment in an organization. Over the years, asset-intensive industries have been searching for cost-efficient ways of managing, repairing, and overhauling activities. Compliance and safety management.

Big Data 137

Big Data Management Cost-Benefit Internet of Things 137

AWS Big Data

SEPTEMBER 8, 2023

Amazon OpenSearch Service is a managed service that makes it easy for you to perform website searches, interactive log analytics, real-time application monitoring, and more. Cluster manager (dedicated master): Responsible for managing the cluster and checking the health of the data nodes in the cluster. High read/write latency.

Management 87

Management Metrics Measurement Unstructured Data 87

datapine

MARCH 8, 2021

Healthcare reports, or healthcare reporting, are a data-driven means of benchmarking the performance of specific processes or functions within a healthcare institution, with the primary aim of increasing efficiency, reducing errors, and optimizing healthcare metrics. Preventative management. Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. But first, What is DirectX Anyway?

Visualization 133

Visualization Optimization Analytics Testing 133

CIO Business Intelligence

FEBRUARY 13, 2023

To make real strides in each of these areas, Value Stream Management (VSM) has emerged as an urgent demand. The findings from this survey are now available in a report entitled “ 2023 Value Stream Management Trends.” With supply chain issues and the impending recession, digital transformation remains a pressing strategic imperative.

Digital Transformation 144

Digital Transformation Management Reporting Data-driven 144

Anmut

MARCH 22, 2023

Data maturity models are frameworks that help you understand how reliable, efficient, and effective your organisation is at managing data. These models place you on a maturity scale that is broken up into stages, often 1 to 5, and as your organisation improves its data management , you progress to the following stage.

Measurement 52

Measurement Modeling Data Quality Data Governance 52

Cloudera

DECEMBER 21, 2023

Some are returning errors that are difficult to find—and if you’re missing KPIs you have to fix, optimize, and measure every bit of code, which can take a considerable amount of time and trial and error. Let’s say that the list of stores by sales just isn’t helping us understand our performance measures quite right.

Optimization 66

Optimization Sales Data Warehouse Measurement 66

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). 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.

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

AUGUST 8, 2023

adding support for the company’s cloud-native NeMo framework to build large language models (LLMs), as well as a new tool to manage multiple instances of Triton inference server to scale AI systems more easily. Artificial Intelligence, CIO, Cloud Management, Generative AI, IT Leadership

Management 89

Management Advertising Measurement Modeling 89

CIO Business Intelligence

DECEMBER 18, 2023

But with time, CIOs are starting to figure out ways to manage the use of generative AI within the enterprise. Let’s dig a little deeper into how CIOs can succeed at helping manage the safe use of generative AI within their organizations. A public LLM aggregates the data of the prompt itself and which user initiated that prompt.

Enterprise 114

Enterprise Management Risk Uncertainty 114

Jedox

JUNE 24, 2021

The description of the sales funnel is often used: individual stages of the sales process enable the measurement of key figures from the first contact to the conclusion with a signed contract or product purchased. Maximizing business value through improved collaboration is key to long-term optimization of marketing and sales operations.

Sales 94

Sales Marketing Optimization Metrics 94

O'Reilly on Data

NOVEMBER 13, 2018

Model lifecycle management. There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. Data Platforms. Real modeling begins once in production. Culture and organization.

Machine Learning 220

Machine Learning Risk Management Statistics 220

Dataiku

MARCH 4, 2022

Since the Spanish flu, countries around the globe have established government organizations and departments of health in order to implement public health mandates and coordinate and manage national health responses during times of crisis (i.e.,

Optimization 103

Optimization Measurement Management 103

Smart Data Collective

JULY 26, 2023

Getting off to the right start as a data-driven business owner means setting up suitable systems to help you manage your business. Without it, you’ll have difficulties managing your finances or knowing where your money is going. There are systems that can help you retain and manage customer data more easily.

Data-driven 74

Data-driven Management Sales Big Data 74

IBM Big Data Hub

DECEMBER 12, 2023

Embracing responsible emissions management can transform how organizations impact the health and profitability of their assets. As leaders in asset management operations, you must help your company deliver on the bottom line. Emissions management is pivotal in enabling compliance, as it helps organizations trace and resolve issues.

Management 74

Management Cost-Benefit Optimization Strategy 74

CIO Business Intelligence

DECEMBER 12, 2023

But CIOs grapple to reconcile advancing agility and speed with the complexities of managing multicloud and sprawling edge environments built on disparate standards and formats. Multicloud architectures help organizations get access to the right tools, manage their cost profiles, and quickly respond to changing needs.

Management 86

Management Cost-Benefit Software Data-driven 86

CIO Business Intelligence

JANUARY 10, 2024

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. Refactor your applications to take advantage of web services or serverless capabilities, and re-architect your infrastructure to optimize resource usage,” he says.

Cost-Benefit 118

Cost-Benefit Measurement Optimization Metrics 118

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

IBM Big Data Hub

JUNE 20, 2023

Whether you’re a small enterprise with only a few assets or a large-scale corporation with offices spanning the globe, asset lifecycle management, or ALM, is a fundamental part of your operations. What is asset lifecycle management? Here’s what you need to know in order to build a successful strategy. What is an asset?

Strategy 74

Strategy Management Cost-Benefit IoT 74

CIO Business Intelligence

MARCH 24, 2023

It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

IBM Big Data Hub

FEBRUARY 5, 2024

In the following sections, we explore some of the most common cloud migration challenges and offer cloud solutions to help your organization manage a smooth migration and avoid issues such as data loss and performance degradation. A successful cloud migration includes these security measures as part of its refactoring.

Management 70

Management Cost-Benefit Strategy Risk 70

IBM Big Data Hub

MAY 17, 2023

Furthermore, businesses are increasingly reliant on applications like Jira and ServiceNow to manage workflows and IT service management. IT Operations managers monitor and track many KPIs, like service-level agreement (SLA) adherence, mean resolution time and many more.

Management 73

Management IT Optimization Consulting 73

CIO Business Intelligence

MAY 31, 2022

What is business process management? Business process management (BPM) is the practice of discovering and controlling an organization’s processes to align them with business goals as the business evolves. Business process management definition. Business process management goals and benefits. The key to enterprise agility.

Enterprise 81

Enterprise Management Interactive Software 81

Smart Data Collective

SEPTEMBER 28, 2022

Businesses are having a difficult time managing this growing array of data, so they need new data management tools. Data management is a growing field, and it’s essential for any business to have a data management solution in place. Big data management increases the reliability of your data.

Big Data 107

Big Data Management Data Quality Cost-Benefit 107