IBM Big Data Hub

MAY 15, 2024

In recent years, cloud adoption services have accelerated, with companies increasingly moving from traditional on-premises hosting to public cloud solutions. Having the right people, processes, and technology in place is essential for validating changes and understanding their impact on the consumption model and usability.

Key Performance Indicator 59

Key Performance Indicator Cost-Benefit Forecasting Finance 59

Rita Sallam

JUNE 2, 2023

Are there mitigation strategies that show reasons for optimism? For the vendors that participate in the Bake-Off and Show Floor Showdowns, it is in equal measure fun and extremely stressful. The results showing the impact of flooding, predictions for the future and reasons for optimism were fascinating.

Optimization 52

Optimization Insurance Machine Learning Risk 52

AWS Big Data

NOVEMBER 21, 2023

Amazon Bedrock and foundation models like Anthropic Claude are poised to enable a new wave of AI adoption by powering more natural conversational experiences. However, a key challenge that has emerged is tailoring these general purpose models to generate valuable and accurate responses based on extensive, domain-specific datasets.

Modeling 73

Modeling Big Data Data-driven Data Processing 73

CIO Business Intelligence

FEBRUARY 8, 2023

As a result, numerous essential concerns like data collecting and reporting, decision-making, and data optimization are being addressed. Measuring investment and determining ROI plays a big part in this and proving the ROI for customer experience is essential for organisations to continue investment and growth.

ROI 98

ROI Measurement Data Processing Strategy 98

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? For the vendors that participate in the Bake-Off and Show Floor Showdowns, it is in equal measure fun and extremely stressful. The results showing the impact of flooding, predictions for the future and reasons for optimism were fascinating.

Optimization 52

Optimization Machine Learning Insurance Risk 52

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

Smart Data Collective

SEPTEMBER 10, 2023

This approach is a departure from traditional networking models, where companies often invest heavily in on-premises hardware and maintenance. Cloud Infrastructure: The underlying cloud infrastructure where VNFs are hosted. Scalability: NaaS allows for easy scaling of services as needed, ensuring optimal performance.

Technology 108

Technology Cost-Benefit Data Processing Software 108

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 97

Cost-Benefit Modeling Manufacturing Interactive 97

CIO Business Intelligence

MAY 12, 2022

While viable general-purpose quantum computing is still a way off, D-Wave Systems has just deployed its third cloud-based quantum annealing system and has updated its coding tools to tackle new categories of enterprise optimization problems. But not all qubits, which are a measure of a quantum computer’s processing capacity, are equal.

Optimization 98

Optimization Enterprise Optimization Data Processing Marketing 98

CDW Research Hub

APRIL 29, 2022

The shift from on-premises computing to hybrid cloud introduces new requirements, new opportunities for automation, and new models for IT service delivery. Adopting a hybrid cloud model requires people to shift focus from traditional on-premises technology work to architecture, oversight and optimization. Organizations.

IT 92

IT Measurement Risk Modeling 92

IBM Big Data Hub

FEBRUARY 7, 2024

Circular economy: When waste is a resource Waste not, want not: the circular economy model, which aims to minimize unnecessary waste and make the most of resources, is booming. This can be quantified by measuring metrics like tree cover, habitat integrity and number of species, and is guided by sustainable development principles.

Reporting 101

Reporting Cost-Benefit Internet of Things Data-driven 101

IBM Big Data Hub

MAY 8, 2023

This blog continues the discussion, now investigating the risks of adopting AI and proposes measures for a safe and judicious response to adopting AI. Technological risk—security AI algorithms are the parameters that optimizes the training data that gives the AI its ability to give insights.

Insurance 76

Insurance Risk Testing Data Quality 76

IBM Big Data Hub

FEBRUARY 5, 2024

Cloud computing continues to grow in popularity, and its scalability, functionality, cost-effectiveness and other potential benefits have helped transform traditional business models and update legacy systems, creating opportunities for various organizations.

Management 70

Management Cost-Benefit Strategy Risk 70

IBM Big Data Hub

JANUARY 10, 2024

More specifically, confidential computing uses hardware-based security-rich enclaves to allow a tenant to host workloads and data on untrusted infrastructure while ensuring that their workloads and data cannot be read or modified by anyone with privileged access to that infrastructure.

Data Processing 79

Data Processing Risk Modeling Cost-Benefit 79

CIO Business Intelligence

DECEMBER 20, 2023

Implementing robust security measures fosters trust, nurtures customer loyalty, and strengthens brand reputation. Optimizing service efficiency with smooth, rapid transactions elevates overall customer satisfaction. Offering diverse payment options expands the customer base and encourages recurring transactions.

Software 110

Software Deep Learning B2B Cost-Benefit 110

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. These needs are then quantified into data models for acquisition and delivery.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

MAY 20, 2022

All of that together is how we’re measuring the value of going to the cloud.”. Talent, data, and cloud operating models. Her budget has also gone up significantly, and so she has hired product managers as part of a transition to convert IT operations to an agile, product-based operating model. Optimizing with machine learning.

IT 105

IT Digital Transformation Internet of Things Data Architecture 105

CIO Business Intelligence

JANUARY 29, 2024

The evolving role of IT, coupled with new pandemic-era work models, has sifted the culture conversation away from in-office trappings. To reinforce the creator culture, Wenhold’s group hosts regular events like hackathons and Nitro Create, a development conference keyed to specific themes designed to encourage people to think outside the box.

IT 128

IT Insurance Digital Transformation Technology 128

IBM Big Data Hub

AUGUST 1, 2023

We are bringing the power of foundation models with the availability of a GPU as a service on IBM Cloud offering to help organizations tap into artificial intelligence (AI) in a secured environment while aiming to mitigate third- and fourth-party risk.

Digital Transformation 70

Digital Transformation Risk Data Processing Enterprise 70

Smart Data Collective

FEBRUARY 20, 2022

Its cost-effective service solutions ensure that you can optimize costs, organize data, and provide access controls to meet your business, organizational, and regulatory needs. AWS also offers a variety of AI model development and delivery platforms , as well as packaged AI-based applications. Management of data. Easy to use.

Cost-Benefit 116

Cost-Benefit Data Lake Software Machine Learning 116

O'Reilly on Data

MARCH 31, 2020

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. For machine learning systems used in consumer internet companies, models are often continuously retrained many times a day using billions of entirely new input-output pairs.

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

OCTOBER 23, 2023

In the Equinix 2023 Global Tech Trends Survey (GTTS), 68% of global IT leaders said that the environmental impact of their IT equipment and infrastructure is something they measure and actively try to limit. This could allow you to run even very large model training workloads without the need for power-hungry cooling systems.

Enterprise 124

Enterprise Digital Transformation Strategy Data Processing 124

BizAcuity

JULY 26, 2021

The foundation of a hybrid cloud model is the blend of private and public cloud infrastructures to allow workloads to move between the two interconnected environments. A hybrid cloud model helps organizations increase their speed by optimizing IT performance and providing the agility to meet the ever-changing business demands. .

IT 52

IT Cost-Benefit Data Processing Risk 52

The Unofficial Google Data Science Blog

JULY 17, 2018

A team of data scientists defined a measure of freshness for each snapshot and built a system to estimate continuously the weighted average of the freshness metric for each snapshot in our web search index. We model the arrival of these changes as a Poisson process. This results in a poor user experience.

Data Science 85

Data Science Snapshot Data Processing Optimization 85

CIO Business Intelligence

OCTOBER 23, 2023

CIOs and their IT teams have enjoyed a bump in power and prestige in recent years, as the C-suite has embraced continuous transformation, digital everything, and a host of emerging technologies — all enabled by IT. Organizations should optimize IT ops by bringing in automation to continuously look for cost reduction opportunities.

IT 137

IT Consulting Scorecard Key Performance Indicator 137

AWS Big Data

NOVEMBER 16, 2023

As with all AWS services, Amazon Redshift is a customer-obsessed service that recognizes there isn’t a one-size-fits-all for customers when it comes to data models, which is why Amazon Redshift supports multiple data models such as Star Schemas, Snowflake Schemas and Data Vault. String-optimized compression The Data Vault 2.0

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

CIO Business Intelligence

JANUARY 4, 2023

Recently members of our community came together for a roundtable discussion, hosted by Dell Technologies, about trends, trials, and all the excitement around what’s next. Due to the rapid growth in data sizes, there’s an increased need for HPC solutions that can run large training models.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

Domino Data Lab

MAY 8, 2019

Paco Nathan’s latest article features several emerging threads adjacent to model interpretability. I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Introduction. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

AWS Big Data

NOVEMBER 8, 2023

Redshift Serverless measures data warehouse capacity in Redshift Processing Units (RPUs), which are part of the compute resources. When loading very large datasets, it’s important to not only load the data as quickly as possible but also in a way that optimizes the consumption queries.

Data Lake 77

Data Lake Data Warehouse Cost-Benefit Optimization 77

AWS Big Data

JUNE 21, 2023

Among them are the use of embedding models, a type of model that can encode a large body of data into an n-dimensional space where each entity is encoded into a vector, a data point in that space, and organized such that similar entities are closer together. An embedding model, for instance, could encode the semantics of a corpus.

Metrics 79

Metrics Measurement Modeling Dashboards 79

CDW Research Hub

NOVEMBER 25, 2020

Security: With Azure, you also gain the high-quality security measures Microsoft maintains across their platforms and services. Through its multi-layered security model, Microsoft helps companies ward off data breaches, malware, DDoS attacks and other advancing cyberthreats.

Digital Transformation 52

Digital Transformation Cost-Benefit Optimization Business Objectives 52

Ontotext

FEBRUARY 21, 2024

RAG and Ontotext offerings: a perfect synergy RAG is an approach for enhancing an existing large language model (LLM) with external information provided as part of the input prompt, or grounding context. So we have built a dataset using schema.org to model and structure this content into a knowledge graph.

Knowledge Discovery 64

Knowledge Discovery Technology Metadata Data-driven 64

AWS Big Data

MARCH 26, 2024

Unified customer profile Graph databases excel in modeling customer interactions and relationships, offering a comprehensive view of the customer journey. You can use the same capabilities to serve financial reporting, measure operational performance, or even monetize data assets.

Data Strategy 70

Data Strategy Strategy Data Warehouse Prescriptive Analytics 70

AWS Big Data

OCTOBER 23, 2023

Before you run these workloads, most customers run SQL queries to interactively extract, filter, join, and aggregate data into a shape that can be used for decision-making, model training, or inference. Running SQL on data lakes is fast, and Athena provides an optimized, Trino- and Presto-compatible API that includes a powerful optimizer.

Data Lake 105

Data Lake Visualization Optimization Interactive 105

CIO Business Intelligence

MARCH 13, 2024

AI models are able to present best practice code systems to help junior developers learn and hone their skills.” Respondents said AI was already showing value when it comes to writing and optimizing code, analyzing security, helping them learn new skills, identify bugs, write tests, create documentation, and more.

IT 128

IT Consulting Testing Cost-Benefit 128

IBM Big Data Hub

FEBRUARY 2, 2023

However, a successful migration usually requires multiple rounds of data replication, query optimization, application re-architecture and retraining of DBAs and architects. In reality, cloud data warehouses have evolved to provide the same control maturity as on-prem warehouses.

Data Warehouse 57

Data Warehouse Cost-Benefit Unstructured Data Data Architecture 57

CIO Business Intelligence

OCTOBER 13, 2022

One of the most important parameters for measuring the success of any technology implementation is the return on investment (ROI). For organizations to work optimally, “information technology must be aligned with business vision and mission,” says Shuvankar Pramanick, deputy CIO at Manipal Health Enterprises.

ROI 132

ROI IT Sales Consulting 132