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 79

Optimization Data Analytics Analytics Cost-Benefit 79

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 98

Forecasting Optimization Advertising IoT 98

IBM Big Data Hub

APRIL 19, 2024

This approach provides actual real data points for ESG reporting instead of model-based assumptions, which helps reduce carbon footprint and achieve sustainability goals. Each step in the journey demands adopting new processes and ways of working, which dedicated best practice tools and optimization models support.

Management 94

Management Internet of Things Risk IoT 94

CIO Business Intelligence

MARCH 30, 2022

The advent of digital technologies has had a major impact on the business, in both what services it delivers and how it delivers them, including IoT (internet of things) technologies and predictive maintenance capabilities. Have you changed your IT operating model to support the move from 13 business units to three sectors?

Modeling 98

Modeling IT IoT Internet of Things 98

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 85

IoT Internet of Things Cost-Benefit Reporting 85

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

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. Telcos have been pumping in over 1.5

IoT 66

IoT Internet of Things B2B Data-driven 66

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 103

Manufacturing Contextual Data Knowledge Discovery Modeling 103

CIO Business Intelligence

FEBRUARY 22, 2024

Since its creation over five years ago, the Digital Hub has included a team of experts in innovation, technologies, and trends — such as IoT, big data, AI, drones, 3D printing, or advances in customer experience — who work in concert with other business units to identify and execute new opportunities.

IT 105

IT Digital Transformation IoT Cost-Benefit 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. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

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

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

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

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.

Deep Learning 111

Deep Learning Unstructured Data Machine Learning Modeling 111

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 106

Internet of Things IoT Forecasting Visualization 106

IBM Big Data Hub

FEBRUARY 29, 2024

Optimizing energy efficiency : Companies are also investing in technologies to optimize their energy use and further reduce their carbon emissions. By integrating smart grids and Internet of Things (IoT) devices, businesses can better manage their energy use. How can your organization make its own contribution?

IoT 105

IoT Internet of Things Optimization Manufacturing 105

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 75

Forecasting Management IoT Data-driven 75

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.

Finance 105

Finance Forecasting IoT Predictive Modeling 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 77

Manufacturing Contextual Data IoT Digital Transformation 77

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 98

Manufacturing Internet of Things IoT Data-driven 98

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

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. Energy optimization is another key aspect of DS Smith’s data and sustainability pipeline, the CIO says.

Manufacturing 97

Manufacturing Data Lake Digital Transformation Machine Learning 97

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

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 135

Cost-Benefit Modeling Testing IoT 135

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

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. As mobile technology has expanded over the years, the amount of data users generate every day has increased exponentially.

IoT 108

IoT Broadcasting Internet of Things Technology 108

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

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

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.

Internet of Things 130

Internet of Things Cost-Benefit Big Data Data-driven 130

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 97

IoT Cost-Benefit Manufacturing Enterprise 97

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 55

IoT Internet of Things Interactive Data-driven 55

CIO Business Intelligence

APRIL 11, 2022

billion connected Internet of Things (IoT) devices by 2025, generating almost 80 billion zettabytes of data at the edge. The rise of 5G connectivity and more processing power at the edge has created new opportunities for machine learning (ML) and artificial intelligence (AI)–based workloads that thrive on a decentralized data model.

Optimization 52

Optimization Data Lake Data Strategy Internet of Things 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 Modeling 98

Cloudera

SEPTEMBER 30, 2022

With the addition of DFF, CDF-PC expands the addressable set of use cases, enables developers to focus more on business logic and less on operational management, and establishes a true pay-for-value model. . Serverless IOT event processing : Collect, process, and move data from IOT devices with serverless IOT processing endpoints (e.g:

IoT 72

IoT Data-driven Modeling Optimization 72

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.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

Smart Data Collective

SEPTEMBER 11, 2020

IoT is the technology that enhances communication by connecting network devices and collecting data. AI is leading to massive changes in the IoT market. The number of IoT devices is projected to skyrocket from 10 billion to 64 billion between 2018 and 2025. Experts project that 40% of all IoT changes will be shaped by AI.

Technology 97

Technology IoT Internet of Things Cost-Benefit 97