CIO Business Intelligence

JANUARY 21, 2025

Speaking at a university event in Taiwan, TSMC CEO and Chairman C.C. Wei also noted that chemical supply costs in the US are substantially higher, citing the need to ship sulfuric acid from Taiwan to Los Angeles and then transport it to Arizona by truck. Reports now indicate production has already started.

Manufacturing 116

Manufacturing Cost-Benefit Recreation/Entertainment Technology 116

AWS Big Data

OCTOBER 30, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze your data using standard SQL and your existing business intelligence (BI) tools. In addition, we show you how to enable auto-copy using auto-copy jobs, how to monitor jobs, considerations, and best practices.

Data Warehouse 109

Data Warehouse Sales Data Lake Recreation/Entertainment 109

AWS Big Data

DECEMBER 27, 2024

In this post, we demonstrate the performance benefits of using the Amazon EMR 7.5 Additionally, the cost efficiency improves by 2.9 times, with the total cost decreasing from $16.00 Geometric mean over queries in seconds 8.30046 10.13153 20.40555 Cost* $5.39 $7.18 $16.00 *Detailed cost estimates are discussed later in this post.

Cost-Benefit 106

Cost-Benefit Testing Metrics Optimization 106

DataFloq

JULY 8, 2025

Companies implementing intelligent touchpoint optimization see average conversion increases of 45% while reducing operational costs by 30%. From intelligent website personalization and automated email campaigns to sophisticated chatbots and virtual events, organizations have diverse options for enhancing customer experiences.

Interactive 105

Interactive ROI Optimization Metrics 105

AWS Big Data

JANUARY 15, 2025

By centralizing container and logistics application data through Amazon Redshift and establishing a governance framework with Amazon DataZone, EUROGATE achieved both performance optimization and cost efficiency. This batch-oriented approach reduces computational overhead and associated costs, allowing resources to be allocated efficiently.

IoT 111

IoT Machine Learning Metadata Data-driven 111

AWS Big Data

OCTOBER 25, 2024

Gaining granular visibility into application-level costs on Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) clusters presents an opportunity for customers looking for ways to further optimize resource utilization and implement fair cost allocation and chargeback models.

Metrics 106

Metrics Cost-Benefit Reporting Optimization 106

KDnuggets

JULY 24, 2025

This has major benefits, like reducing much of Python’s overhead. Similarly, when working with very small datasets, the overhead of setting up vectorized operations might outweigh the benefits. 492.00000000000006, 264.0, 492.00000000000006, 264.0, Now, I don’t just want to keep repeating “It’s faster” without solid proof.

Machine Learning 88

Machine Learning Cost-Benefit Data Science Advertising 88

CIO Business Intelligence

DECEMBER 19, 2024

Below, I recap my virtual event conversation with two IT leaders, who shared their first-hand experience of the benefits that BMC Helix solutions have delivered in respective use cases. They automated remediation and significantly improved MTTR and overall service quality.

IT 98

IT Insurance Cost-Benefit Optimization 98

KDnuggets

JULY 11, 2025

Cost Optimization and Token Management : Foundation model APIs charge based on token usage, making cost optimization essential for production applications. Understanding how different models tokenize text helps you estimate costs accurately and design efficient prompting strategies.

Machine Learning 133

Machine Learning Testing Data Science Cost-Benefit 133

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. These enable customer service representatives to focus their time and attention on more high-value interactions, leading to a more cost-efficient service model. Data Preparation.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

KDnuggets

JULY 23, 2025

That is why having an open-source tool such as LiteLLM is useful when you need standardized access to your LLM apps without any additional cost. Benefit 1: Unified Access LiteLLMs biggest advantage is its compatibility with different model providers. Let’s get into it. 06, additional_headers: {}, litellm_model_name: gemini/gemini-1.5-flash-latest}

Cost-Benefit 79

Cost-Benefit Machine Learning Data Science Advertising 79

AWS Big Data

JUNE 12, 2025

In the past 5 years, Nexthink completed its transformation into a f ully-fledged cloud platform that processes trillions of events per day, reaching over 5 GB per second of aggregated throughput. Nexthink’s existing alerting system provides near real-time notifications, helping users detect and respond to critical events quickly.

Management 67

Management Metrics Cost-Benefit Technology 67

AWS Big Data

DECEMBER 4, 2024

so you can solve advanced use cases around performance, cost, governance, and privacy in your data lakes. and reduces costs by 22%. You can configure AWS Glue to automatically collect lineage information during Spark job runs and send the lineage events to be visualized in Amazon DataZone. and reduces costs by 22%.

Data Lake 76

Data Lake Cost-Benefit Data Integration Data Warehouse 76

AWS Big Data

NOVEMBER 21, 2024

We also go over the basic concepts of Hadoop high availability, EMR instance fleets, the benefits and trade-offs of high availability, and best practices for running resilient EMR clusters. In the event that any of them crash, the entire cluster goes down. See Amazon EMR integration with EC2 placement groups for more details.

Metrics 76

Metrics Machine Learning Strategy Big Data 76

CIO Business Intelligence

JANUARY 7, 2025

However, understanding the differences between RPA and agentic AI and how they complement each other can unlock major benefits through automation. International Data Corporation (IDC) is the premier global provider of market intelligence, advisory services, and events for the technology markets.

Unstructured Data 106

Unstructured Data Interactive Consulting Optimization 106

CIO Business Intelligence

JANUARY 21, 2025

But alongside its promise of significant rewards also comes significant costs and often unclear ROI. For CIOs tasked with managing IT budgets while driving technological innovation, balancing these costs against the benefits of GenAI is essential.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

AWS Big Data

NOVEMBER 26, 2024

Moreover, they can be combined to benefit from individual strengths. In later pipeline stages, data is converted to Iceberg, to benefit from its read performance. Traditionally, this conversion required time-consuming rewrites of data files, resulting in data duplication, higher storage, and increased compute costs.

Metadata 106

Metadata Data Lake Snapshot Data Warehouse 106

Cloudera

DECEMBER 19, 2024

Cloudera is proud to partner with AWS to help mutual customers deploy sustainable AI solutions by leveraging AWS Graviton processors, reducing consumption and costs while improving performance for AI workloads. The event embodied the collaborative spirit that defines our work with AWS and our partners.

Metadata 75

Metadata Data Processing Machine Learning Cost-Benefit 75

KDnuggets

JUNE 19, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Go vs. Python for Modern Data Workflows: Need Help Deciding? Go or Python?

Experimentation 116

Experimentation Machine Learning Data Science Advertising 116

CIO Business Intelligence

NOVEMBER 19, 2024

High costs Failing: The infrastructure and computational costs for training and running GenAI models are significant. Key takeaway: Cost management strategies are crucial for sustainable AI deployment. Key takeaway: A well-planned integration strategy can smooth the transition and maximize AI benefits.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137

AWS Big Data

NOVEMBER 22, 2024

This persistent session model provides the following key benefits: The ability to create temporary tables that can be referenced across the entire session lifespan. Building event-driven applications with Amazon EventBridge and Lambda. Calls to the Data API are asynchronous.

Data Warehouse 105

Data Warehouse Recreation/Entertainment Cost-Benefit Data-driven 105

CIO Business Intelligence

DECEMBER 3, 2024

Sometimes, the goal was reducing operational costs or improving efficiency. While the shared services model can provide real benefits, cracks in the seams began to show about 10 years ago, fueled by changing customer demands, new supply chain realities, and a push toward full digitization.

Cost-Benefit 104

Cost-Benefit Finance Business Services Optimization 104

KDnuggets

JULY 25, 2025

There are many advantages to developing and deploying machine learning models in the cloud, including scalability, cost-efficiency, and simplified processes compared to building the entire pipeline in-house. There are many ways to set up a machine learning pipeline system to help a business, and one option is to host it with a cloud provider.

Machine Learning 79

Machine Learning Data Science Advertising Modeling 79

AWS Big Data

DECEMBER 4, 2024

The company is looking for an efficient, scalable, and cost-effective solution to collecting and ingesting data from ServiceNow, ensuring continuous near real-time replication, automated availability of new data attributes, robust monitoring capabilities to track data load statistics, and reliable data lake foundation supporting data versioning.

Data Integration 114

Data Integration Data Lake Statistics Data-driven 114

CIO Business Intelligence

APRIL 8, 2025

In the public sector, fragmented citizen data impairs service delivery, delays benefits and leads to audit failures. Choosing the right architecture isnt just a technical decision; its a strategic one that affects integration, governance, agility and cost. Low cost, flexibility, captures diverse data sources. Synthetic data.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

DECEMBER 19, 2024

Data lakes were originally designed to store large volumes of raw, unstructured, or semi-structured data at a low cost, primarily serving big data and analytics use cases. This reduction translates directly into cost savings. This means the entire dataset is rewritten when changes are made.

Data Lake 98

Data Lake IoT Metadata Testing 98

CIO Business Intelligence

NOVEMBER 14, 2024

Challenge: Maintaining security is a moving target The highly distributed nature of retail and complex supply chains, along with increasingly sophisticated ransomware and fraud tactics and the growth of organized retail crime schemes, are driving up the risk of retail cyber events.

IT 64

IT Cost-Benefit Manufacturing Sales 64

CIO Business Intelligence

DECEMBER 4, 2024

Global conflicts only add to their uncertainty and vulnerability, with rising production costs exacerbating difficulties. Farmers grappled with fluctuating yields and high costs, but their dependency on spreadsheets and forms was outdated and unable to address their issues. We are now growing with precision.

Cost-Benefit 84

Cost-Benefit Uncertainty Manufacturing Forecasting 84

AWS Big Data

JUNE 18, 2025

It delivers optimal performance benefits, particularly in reducing Java virtual machine (JVM) memory pressure and garbage collection (GC) overhead. This is essential for computations that depend on continuous events and change results based on each batch of input, or on aggregate data over time, including late arriving data.

Optimization 110

Optimization Snapshot Metrics Big Data 110

AWS Big Data

DECEMBER 5, 2024

Hydro is powered by Amazon MSK and other tools with which teams can move, transform, and publish data at low latency using event-driven architectures. As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency.

Metrics 96

Metrics Dashboards Testing Optimization 96

AWS Big Data

JUNE 2, 2025

Also, it helps achieve the data lake architecture benefits such as the ability to scale storage and compute requirements separately. Despite these durability benefits of HBase on Amazon S3 architecture, a critical concern remains regarding data recovery when the Write-Ahead Log (WAL) is lost. Amazon EMR , from version 5.2.0,

Cost-Benefit 63

Cost-Benefit Data Processing Testing Optimization 63

AWS Big Data

JULY 15, 2025

This blog post explores the performance benefits of automatic compaction of Iceberg tables using Avro and ORC file types in S3 Tables for a data ingestion use with over 20 billion events. These automated maintenance features significantly improve query performance and reduce query engine costs.

Optimization 104

Optimization Data Lake Cost-Benefit IoT 104

CIO Business Intelligence

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. As organizations increasingly migrate to the cloud, however, CIOs face the daunting challenge of navigating a complex and rapidly evolving cloud ecosystem.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

AWS Big Data

JULY 7, 2025

With a managed service, you can spend your time developing and running streaming event applications. On the other hand, over-provisioning results in underutilized resources and unnecessary high costs, making the setup economically inefficient for customers.

Cost-Benefit 89

Cost-Benefit Data Lake Management Software 89

CIO Business Intelligence

MAY 20, 2025

The new packages unveiled at its Sapphire customer event in Orlando this week are for the cloud-based SAP Business Suite announced in February. (It Their broader and integrated vision is now coming into focus, and they are poised to benefit from the clean core approach to RISE and GROW over the past few years, he said.

IT 106

IT Manufacturing Finance Enterprise 106

CIO Business Intelligence

MARCH 5, 2025

Cost and accuracy concerns also hinder adoption. Reliable large language models (LLMs) with advanced reasoning capabilities require extensive data processing and massive cloud storage, which significantly increases cost. Benefits of EXLs agentic AI Unlike most AI solutions, which perform a single task, EXLerate.AI

Insurance 85

Insurance Cost-Benefit Interactive Enterprise 85

David Menninger's Analyst Perspectives

MAY 15, 2025

Decades of refinement and focused development to support specific industriesand even specialized categories within these industrieshave increased their utility while decreasing the total cost of ownership, especially in implementation expense and maintenance.

Enterprise 130

Enterprise Management Finance Cost-Benefit 130