IBM Big Data Hub

AUGUST 23, 2023

When it comes to hosting applications on Amazon Web Services (AWS), one of the most important decisions you will need to make is which Amazon Elastic Compute Cloud (EC2) instance type to choose. Choosing the right instance offering and instance size for your application is critical for optimizing performance and reducing costs.

Data Processing 40

Data Processing Optimization Testing Modeling 40

DataRobot

JULY 27, 2021

In a global marketplace where decision-making needs to happen with increasing velocity, data science teams often need not only to speed up their modeling deployment but also do it at scale across their entire enterprise. This allows for the pipelining of incredibly complex inference models.

Optimization 98

Optimization Modeling Machine Learning Deep Learning 98

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. It’s an issue that’s coming to the fore with the steady migration to the cloud.

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. While there are various interpretations or models to address such problems, Lean Thinking can contribute to the implementation of more optimal projects for a business. Data-driven decision-making has become a major element of modern business.

Data-driven 122

Data-driven Optimization Big Data Data Strategy 122

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 119

IT Testing Optimization Modeling 119

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. Across the industry, the pandemic caused a huge breakdown in model performance due to the change in macroeconomic conditions and government stimulus packages. Observe what the model has to offer even if not the intended output.

Risk 96

Risk Optimization Management Insurance 96

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 93

Forecasting Optimization Advertising IoT 93

Cloudera

OCTOBER 19, 2022

Telco industry executives Jinsoo Jang of LG Uplus and Patrick de Vries of KPN spoke at a Modern Data Architecture for Telco lunch, hosted by Cloudera. We demonstrated AI@Scale, focusing on the need for ML Ops to support AI model governance automation, which allows more models to be deployed concurrently and across ever larger data sets.

Optimization 77

Optimization Data Architecture Data Governance Digital Transformation 77

IBM Big Data Hub

OCTOBER 30, 2023

Businesses rely heavily on monitoring solutions to ensure the optimal performance and availability of their applications. Instana follows a per-host pricing model, where customers are charged based on the number of hosts — physical or virtual — that need to be monitored.

Data Processing 79

Data Processing Optimization Modeling IT 79

IBM Big Data Hub

APRIL 3, 2024

It helps organizations optimize their workplace experience , facility resource scheduling, facility strategic planning, lease accounting and asset disposal, and manage their transactions, capital projects , space , facility maintenance and facility sustainability. Figure 1: TAS on customer-hosted Red Hat OpenShift high-level architecture 2.

Data Processing 71

Data Processing Cost-Benefit Optimization Management 71

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

AWS Big Data

NOVEMBER 17, 2023

In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift. In an optimal environment, we store the credentials in AWS Secrets Manager and retrieve them. For more information, refer SQL models. All the connection profiles are configured within the dbt profiles.yml file.

Snapshot 90

Snapshot Data Processing Testing Data Warehouse 90

AWS Big Data

OCTOBER 25, 2023

To optimize S3 storage costs, create a lifecycle configuration on the S3 bucket to transition the VPC flow logs to different tiers or expire processed logs. Also, a prefix is added to help with partitioning and query optimization when reading a collection of files using Athena.

Analytics 120

Analytics Data Processing Optimization Metrics 120

CIO Business Intelligence

FEBRUARY 13, 2024

Developing GenAI implementation strategies will be imperative for technology leaders, and they must focus on prioritizing key areas such as business model building, internal operational improvements, risk mitigation, and overall organizational efficiency.

Data Processing 98

Data Processing Forecasting Risk Optimization 98

Cloudera

OCTOBER 20, 2021

How do institutions protect and optimize their balance sheets and portfolios? Transition : the changes in asset values, business models, etc. (ex. Quantifying and evaluating climate risk will require risk and finance teams to model behavior related to these risks and evolve new metrics. A Partnership in Climate Risk Modelling.

Risk 78

Risk Modeling Risk Management Measurement 78

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 124

Enterprise IT Data Processing Strategy 124

CIO Business Intelligence

APRIL 29, 2024

Embracing a collaborative Request for Solution model transforms the procurement journey by incorporating a supplier “dialogue” phase where the buyer and supplier collaborate on the best possible solution. Stepping into this model means inviting suppliers to step up and present innovative solutions tailored to the buyer’s needs.

Modeling 98

Modeling Data Processing Measurement Risk 98

Cloudera

JANUARY 19, 2024

As described in our recent blog post , an SQL AI Assistant has been integrated into Hue with the capability to leverage the power of large language models (LLMs) for a number of SQL tasks. It can help you to create, edit, optimize, fix, and succinctly summarize queries using natural language.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Based on these estimators, SAS created an easy to use what-if dashboard.

Optimization 52

Optimization Machine Learning Insurance Risk 52

CIO Business Intelligence

DECEMBER 6, 2023

Its digital transformation began with an application modernization phase, in which Dickson and her IT teams determined which applications should be hosted in the public cloud and which should remain on a private cloud. 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

IBM Big Data Hub

JANUARY 24, 2024

With the seismic shift wrought by generative AI, the pressure is on IT to modernize and optimize to meet the demand. Turbonomic can automatically optimize your applications’ resourcing levels while dynamically scaling with business needs—all in near real-time while preserving performance.

Strategy 66

Strategy Data Processing Optimization Software 66

Laminar Security

DECEMBER 1, 2023

DSPM solutions help organizations achieve data security compliance, reduce data breach risks, optimize cloud costs, and improve data quality, all while enabling data-driven innovation. Cost optimization: Optimize your cloud storage costs by eliminating or reducing redundant, obsolete, or trivial data in your cloud environment.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

CIO Business Intelligence

MAY 23, 2022

Many companies whose AI model training infrastructure is not proximal to their data lake incur steeper costs as the data sets grow larger and AI models become more complex. The cloud is great for experimentation when data sets are smaller and model complexity is light. Potential headaches of DIY on-prem infrastructure.

Experimentation 137

Experimentation Cost-Benefit Data Lake Data Science 137

IBM Big Data Hub

APRIL 29, 2024

Hosted by IBM® in partnership with Meta, VeloxCon showcased the latest innovation in Velox including project roadmap, Prestissimo (Presto-on-Velox), Gluten (Spark-on-Velox), hardware acceleration, and much more. The afternoon sessions were equally insightful, with Jimmy Lu of Meta unveiling the latest optimizations and features in Velox.

Management 70

Management Optimization Data Processing Metrics 70

IBM Big Data Hub

MAY 9, 2023

Over the past decade, deep learning arose from a seismic collision of data availability and sheer compute power, enabling a host of impressive AI capabilities. Data must be laboriously collected, curated, and labeled with task-specific annotations to train AI models. Data: the foundation of your foundation model Data quality matters.

Enterprise 134

Enterprise Technology Modeling Cost-Benefit 134

IBM Big Data Hub

OCTOBER 26, 2023

In fact, ESG Research found that 91% of all applications will eventually be hosted in the public cloud. That much investment has necessitated the FinOps movement , a cloud financial management discipline designed to bring financial accountability to the variable, consumption-based spend model of cloud. What’s next?

Cost-Benefit 74

Cost-Benefit Optimization Metrics Data Processing 74

Rita Sallam

JUNE 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Policymakers can then consider mitigating actions in advance.

Optimization 52

Optimization Insurance Machine Learning Risk 52

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

JULY 21, 2023

Since SAP RISE came to the market, it seems that SAP’s goal is to force organizations into a relatively unproven and inflexible RISE model. To do so, they are obfuscating reality, limiting transparency, and changing their historic business practices to make RISE appear financially superior to the traditional perpetual license models.

Cost-Benefit 98

Cost-Benefit Data Processing Marketing Strategy 98

CIO Business Intelligence

JULY 17, 2023

The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. Unless the model is understood and followed, it could lead to data, applications, and cloud workloads being exposed to security vulnerabilities.

Management 98

Management Data Processing Risk Digital Transformation 98

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 90

Cost-Benefit Modeling Manufacturing Interactive 90

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. This isn’t just valuable for the customer – it allows logistics companies to see patterns at play that can be used to optimize their delivery strategies.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

IBM Big Data Hub

JANUARY 9, 2024

Scaling AI for better business outcomes and impact AI has transitioned from peripheral to core business driver, demanding optimized infrastructure for high-performance AI workloads. This approach optimizes infrastructure for specific workloads, introduces new technologies seamlessly and ensures agility and scalability.

Digital Transformation 74

Digital Transformation Business Driver Optimization Strategy 74

CIO Business Intelligence

OCTOBER 7, 2022

Every organization pursuing digital transformation needs to optimize IT from edge to cloud to move faster and speed time to innovation. For IT decision makers and their partners and sellers, a modern approach involves three essential steps to optimize procurement — and accelerate digital transformation: 1. Understand your VM needs.

Data-driven 98

Data-driven IT Digital Transformation ROI 98

Smart Data Collective

SEPTEMBER 13, 2023

Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. For instance, used Dell servers , which are refurbished, offer the same performance as Dell servers of the same make and model; however, they come for a fraction of the cost.

IT 98

IT Cost-Benefit Data Processing Software 98

CIO Business Intelligence

MARCH 11, 2024

A generic CRM might manage leads, but can it optimize industry pricing? Deep industry domain knowledge takes time – and experience – to build, and generally requires a much more expansive delivery model. The funding model also changes – for nearly all verticals. Here are three key reasons: 1.

Manufacturing 106

Manufacturing Cost-Benefit Finance Marketing 106

CIO Business Intelligence

FEBRUARY 28, 2024

Working with the Mobicule team, we selected our SimpliCloud public-cloud platform as the optimal execution venue for their application landscape. Mobicule now consumes cloud capacity in an on-demand, pay-as-you-go model, with access to a range of cloud-native microservices, all managed around the clock by NTT DATA.

Digital Transformation 113

Digital Transformation Software Data Processing Management 113