CIO Business Intelligence

FEBRUARY 14, 2024

That’s not just about the cost of preparing a larger data set than you need, which takes expertise that’s still uncommon and commands a high salary, but also what you’re teaching the model. But the usual laundry list of priorities for IT hasn’t gone away.

IT 143

IT Metadata Data-driven Management 143

BizAcuity

JULY 22, 2019

This is the era of IoT (the Internet of Things). This data is gathered by the Internet of Things (IoT) devices. The power to optimize this gathered data lies in working with Machine Learning models that can replicate real-time scenarios. The Benefits of Fleet Management Optimization.

IoT 93

IoT Management Internet of Things Optimization 93

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. This scenario suggests that in the not too distant future, there will be a large “long-tail” of producers that will have to be taken into account for any production forecasting model.

Optimization 84

Optimization Data Analytics Analytics Cost-Benefit 84

CIO Business Intelligence

APRIL 16, 2024

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. Manufacturers have been using gateways to work around these legacy silos with IoT platforms to collect and consolidate all operational data. Explainability.

Manufacturing 142

Manufacturing Digital Transformation Risk Dashboards 142

CIO Business Intelligence

APRIL 30, 2024

Bandwidth optimization. This optimization improves efficiency and reduces costs. Chatbots, voice assistants, and language translation services can operate locally using NLP models. These servers can host AI models directly, enabling real-time inference without relying on cloud connectivity. Security and privacy.

Forecasting 104

Forecasting Optimization Advertising IoT 104

CIO Business Intelligence

JANUARY 26, 2024

Fueled by cloud Ford’s cloud journey, which began roughly a decade ago, continues to this day, Musser says, as the automaker seeks to take advantage of advances in the key technologies fueling its transformation, including the internet of things (IoT), software as a service, and the latest offerings on Google Cloud Platform (GCP).

IoT 119

IoT Manufacturing Digital Transformation Internet of Things 119

IBM Big Data Hub

APRIL 22, 2024

Energy transition and climate resilience Applying AI and IoT to accelerate the transition to sustainable energy sources There is a clear need (link resides ibm.com) to accelerate the transition to low-carbon energy sources and transform infrastructures to build more climate-resilient organizations.

IoT 84

IoT Internet of Things Cost-Benefit Reporting 84

CIO Business Intelligence

MAY 20, 2022

Talent, data, and cloud operating models. Chances are high that the US President or British Prime Minister would more likely pick up a phone call from the CIO of National Grid these days than from a tech exec. You can imagine what the Infrastructure Act and the Go Green [initiatives] has meant for my budget. “I National Grid.

IT 105

IT Digital Transformation Internet of Things Data Architecture 105

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Six tips for deploying Gen AI with less risk and cost-effectively The ability to retrain generative AI for specific tasks is key to making it practical for business applications.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

Cloudera

SEPTEMBER 8, 2020

Technology like IoT, edge computing and 5G are changing the face of CSPs. The current scale and pace of change in the Telecommunications sector is being driven by the rapid evolution of new technologies like the Internet of Things (IoT), 5G, advanced data analytics, and edge computing. Hi Vijay, thank you so much for joining.

IoT 69

IoT Internet of Things B2B Data-driven 69

IBM Big Data Hub

APRIL 15, 2024

Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. Generative AI can create foundation models for assets.

Manufacturing 102

Manufacturing Contextual Data Knowledge Discovery Data Lake 102

BizAcuity

MARCH 1, 2019

IoT is basically an exchange of data or information in a connected or interconnected environment. As IoT devices generate large volumes of data, AI is functionally necessary to make sense of this data. IoT and AI together make this context, i.e. ‘connected intelligence’ from connected devices. Bringing the power of AI to IoT.

IoT 56

IoT Internet of Things Big Data Data-driven 56

CIO Business Intelligence

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Model sizes: ~5 billion to >1 trillion parameters. Model sizes: ~Millions to billions of parameters. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Here is some guidance.

Deep Learning 104

Deep Learning Unstructured Data Machine Learning Modeling 104

CIO Business Intelligence

JANUARY 18, 2023

Unfortunately, when it comes to supporting hybrid workforces and anticipating how organizations will conduct work in the future, CIOs will likely make a number of mistakes before they successfully facilitate the optimal workplace for their organizations in 2023 and beyond. This can be a big mistake as the way we used to work won’t anymore.”

IT 144

IT Data-driven Interactive Strategy 144

Cloudera

SEPTEMBER 11, 2018

Last week Cloudera introduced an open end-to-end architecture for IoT and the different components needed to help satisfy today’s enterprise needs regarding operational technology (OT), information technology (IT), data analytics and machine learning (ML), along with modern and traditional application development, deployment, and integration.

IoT 40

IoT Data Processing Machine Learning Internet of Things 40

IBM Big Data Hub

FEBRUARY 29, 2024

But with all of this new capacity, how are renewable energy resources really being used? Here, we will look at examples and applications of renewable energy across a variety of industries, its impact on energy systems and the energy technologies that will drive its use in the future. What is renewable energy?

IoT 104

IoT Internet of Things Optimization Manufacturing 104

CDW Research Hub

AUGUST 23, 2022

Many people are examining the benefits of storage as a service model, but why? The adoption of Storage as a Service (STaaS) is growing rapidly, and many reasons illustrate why businesses are choosing this model. What do we mean by storage as a consumption model? The question may be, why not? As we try to answer the “why not?”

Modeling 52

Modeling Cost-Benefit Internet of Things IoT 52

IBM Big Data Hub

DECEMBER 18, 2023

For example, planners in fire-prone California use tools that incorporate remote sensing, vector data and satellite images to formulate disaster response plans and optimal placement of fire hydrants. Optimizing crew schedules and shifting to proactive maintenance helps minimize downtime while increasing customer satisfaction.

Internet of Things 105

Internet of Things IoT Forecasting Visualization 105

Cloudera

JANUARY 30, 2024

As we navigate the fourth and fifth industrial revolution, AI technologies are catalyzing a paradigm shift in how products are designed, produced, and optimized. Quality: Use cases like visual inspection, yield optimization, fault detection, and classification are enhanced with AI technologies.

Manufacturing 82

Manufacturing Contextual Data IoT Digital Transformation 82

CIO Business Intelligence

DECEMBER 11, 2023

This can include steps like replacing the traditional net present value/discounted cash flow calculator with multi-scenario models to stress-test multiple different forecasts under countless different scenarios. Artificial intelligence has already unlocked opportunities that most organizations never thought possible.

Finance 105

Finance Forecasting IoT Predictive Modeling 105

CIO Business Intelligence

OCTOBER 13, 2022

Through cloud migration and application modernization, companies are creating new customer experiences and services to drive revenue growth while reimaging business processes to optimize operations, reduce costs, and empower new ways of working. An AWS/451 Research report shows that AWS public cloud infrastructure is 3.6

IT 59

IT Cost-Benefit Internet of Things IoT 59

CIO Business Intelligence

JANUARY 31, 2024

But AI users must also get over the urge to use the biggest, baddest AI models to solve every problem if they truly want to fight climate change. Is it necessary for a model that can also write a sonnet to write code for us?” Our approach has been to create specific models for specific use cases rather than one general-purpose model.”

Cost-Benefit 133

Cost-Benefit Modeling Testing IoT 133

CIO Business Intelligence

DECEMBER 6, 2023

Laying the data foundation The four pillars of DS Smith’s digital plan revolved around the management and optimization of data generated by industrial machines, energy providers, its supply chain, and customer experience. This enables the company to extract additional value from the data through real-time availability and contextualization.

Manufacturing 94

Manufacturing Data Lake Digital Transformation Machine Learning 94

IBM Big Data Hub

MARCH 8, 2024

Currently, other transformational technologies like artificial intelligence (AI), the Internet of Things (IoT ) and machine learning (ML) require much faster speeds to function than 3G and 4G networks offer. 5G (fifth-generation mobile technology) is the newest standard for cellular networks. How is 5G different from other wireless networks?

IoT 108

IoT Broadcasting Internet of Things Technology 108

AWS Big Data

APRIL 11, 2023

Accurately predicting demand for products allows businesses to optimize inventory levels, minimize stockouts, and reduce holding costs. Such a solution should use the latest technologies, including Internet of Things (IoT) sensors, cloud computing, and machine learning (ML), to provide accurate, timely, and actionable data.

Forecasting 72

Forecasting Management IoT Data-driven 72

IBM Big Data Hub

MAY 31, 2023

There are many overlapping business usage scenarios involving both the disciplines of the Internet of Things (IoT) and edge computing. which involves the integration of advanced digital technologies and IoT into manufacturing processes and connected devices that transmit and receive instructions and data. Learn more about Industry 4.0

Manufacturing 97

Manufacturing Internet of Things IoT Data-driven 97

Smart Data Collective

APRIL 20, 2023

There are many ways businesses are using big data to make better decisions and operate more efficiently Organizations can use big data to optimize expenses and reduce costs. Big data models make it easier to find the right location and make other important decisions. This ensures that there isn’t energy being wasted.

Internet of Things 133

Internet of Things Cost-Benefit Big Data Data-driven 133

Ontotext

SEPTEMBER 24, 2020

Or this – a digital twin of an entire city being used by the public and private sector as a three-dimensional model that can be analyzed, controlled and tested in real time. Simply put, digital twins are a living model, ingesting operational, environmental and other data. But they are real. Vacuums from iRobot.

IT 59

IT Digital Transformation Manufacturing Modeling 59

Cloudera

AUGUST 4, 2021

In fact, McKinsey points to a 50% reduction in downtime and a 40% reduction in maintenance costs when using IoT and data analytics to predict and prevent breakdowns. Navistar relies on predictive maintenance, which leverages IoT and data analytics to predict and prevent breakdowns of commercial trucks and school buses. “We

IoT 98

IoT Unstructured Data Machine Learning Predictive Modeling 98

CIO Business Intelligence

NOVEMBER 7, 2022

A developing playbook of best practices for data science teams covers the development process and technologies for building and testing machine learning models. CIOs and CDOs should lead ModelOps and oversee the lifecycle Leaders can review and address issues if the data science teams struggle to develop models.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

CIO Business Intelligence

DECEMBER 7, 2022

Next-generation technologies such as private 5G enable this edge connectivity, while IoT technologies deliver connected devices. NTT’s EaaS solution is also key to enabling next-generation technologies such as digital twin models, autonomous mobile robots (AMRs) and autonomous vehicles.

IoT 92

IoT Cost-Benefit Manufacturing Enterprise 92

Ontotext

JANUARY 29, 2024

These will include developing a better understanding of AI, recognizing the role semantic metadata plays in data fabrics, and the rapid acceleration and adoption of knowledge graphs — which will be driven by large language models (LLMs) and the convergence of labeled property graphs (LPGs) and resource description frameworks (RDFs).

Strategy 52

Strategy Management Metadata Data-driven 52

CIO Business Intelligence

DECEMBER 13, 2023

For example, generative AI models are especially adept at making sense of diverse, unstructured datasets to create realistic content, enhance data for machine learning training, simulate and model complex scenarios and environments, and personalize algorithms for targeted marketing and product recommendations.

Unstructured Data 98

Unstructured Data IoT Metadata Manufacturing 98

CIO Business Intelligence

JANUARY 31, 2024

It’s expected to drive discoveries and advancements across a wide range of compute-intensive research areas—from bioscience to fusion energy and climate modeling. “The 2 On the software side, UK SME StackHPC’s Scientific OpenStack provides Dawn with an AI- and simulation-optimized cloud supercomputing software environment. Learn more.

Software 119

Software IoT Technology Optimization 119

IBM Big Data Hub

JULY 11, 2023

Over the years, the Internet of Things (IoT) has evolved into something much greater: the Economy of Things (EoT). The number of IoT connected devices are growing in practically every industry, and is even predicted to reach 29 billion worldwide by 2030. These IoT connected devices form a critical backbone of data for industry.

IoT 56

IoT Internet of Things Interactive Data-driven 56

CIO Business Intelligence

OCTOBER 1, 2022

The digital transformation of P&G’s manufacturing platform will enable the company to check product quality in real-time directly on the production line, maximize the resiliency of equipment while avoiding waste, and optimize the use of energy and water in manufacturing plants. Smart manufacturing at scale is a challenge.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CDW Research Hub

SEPTEMBER 30, 2020

Many people are examining the benefits of storage as a service model, but why? The adoption of Storage as a Service (STaaS) is growing rapidly, and many reasons illustrate why businesses are choosing this model. What do we mean by storage as a consumption model? The question may be, why not? As we try to answer the “why not?”

Modeling 52

Modeling Cost-Benefit Internet of Things IoT 52