AWS Big Data

APRIL 4, 2024

However, developing custom solutions to determine migration accuracy by comparing the data between the source and target can often be time-consuming. Griffin is an open source data quality solution for big data, which supports both batch and streaming mode. The following diagram illustrates the solution architecture.

Data Quality 60

Data Quality Data Lake Data Warehouse Data-driven 60

KDnuggets

NOVEMBER 15, 2023

This article introduces a new approach to evaluation LLMs, which leverages human insight to compare LLM responses to real-world user prompts categorized by NLP tasks, offering a promising solution for advancing LLM evaluation standards.

77

77

IBM Big Data Hub

MARCH 27, 2024

As AI technology advances, the need for high-performance, cost-effective and easily deployable solutions reached unprecedented levels. Exciting new innovations such as advanced robotics, real-world gaming, neuronal interface technology and AI require three fundamental elements: High-performance solutions.

Cost-Benefit 103

Cost-Benefit Data Processing Optimization Modeling 103

AWS Big Data

NOVEMBER 2, 2023

In this post, we share the methodology and results of our benchmarking exercise comparing the cost-effectiveness of EMR Serverless on the arm64 (Graviton2) architecture against the traditional x86_64 architecture. In this post, we focus on comparing the performance of Graviton2 (arm64) with the x86_64 architecture on EMR Serverless.

Cost-Benefit 85

Cost-Benefit Big Data Testing Optimization 85

CIO Business Intelligence

APRIL 30, 2024

The Saudi state-owned oil company has significantly invested in research and development compared to its industry peers, allocating approximately 3.5 USD billion in 2023, representing a 15% annual increase despite global challenges. This investment is reflected in its innovative efforts, which extend beyond its primary operations.

Strategy 96

Strategy Machine Learning Technology Publishing 96

CIO Business Intelligence

MARCH 18, 2024

Consider scalability and flexibility Look for AI server solutions that can demonstrably scale both horizontally and vertically to accommodate growing AI workloads. Understand cooling options AI compute servers generate vast amounts of heat compared to conventional servers.

Optimization 128

Optimization Software Enterprise Modeling 128

CIO Business Intelligence

APRIL 9, 2024

Atos may have won a few extra months to find a long-term solution to its financial problems after reaching interim agreements with banks, bondholders, and the French government to provide €450 million (US$490 million) in additional liquidity. billion, compared to a net loss of €1 billion on revenue of €11.3 billion on revenue of €10.7

Forecasting 99

Forecasting Finance Sales Big Data 99

CIO Business Intelligence

APRIL 10, 2024

It turns out LLM inferencing with RAG running open-source models on-premises can be 38% to 75% more cost-effective as compared to the public cloud, according to new research 1 from Enterprise Strategy Group commissioned by Dell Technologies. The percentage varies as the size of the model and the number of users grows.

Cost-Benefit 129

Cost-Benefit Modeling Strategy Interactive 129

Laminar Security

DECEMBER 1, 2023

To address these challenges and protect cloud data, organizations need a new category of cloud security solutions. DSPM is a term coined by Gartner to describe solutions that focus on discovering, classifying, and protecting sensitive data in cloud environments. However, not all DSPM solutions are created equal.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

AWS Big Data

NOVEMBER 27, 2023

4xlarge instances, you can achieve up to 27% reduction in CPU usage and up to 29% higher write and read throughput compared to M5.4xlarge instances. Let’s take the M7g instances on MSK provisioned clusters for a test drive and see how it compares with Amazon MSK M5 instances.

Cost-Benefit 93

Cost-Benefit Optimization Management Testing 93

CIO Business Intelligence

APRIL 24, 2024

These changes were designed to lead to an integrated VCF solution that will bring broader long-term benefits to our valued customers both in their own data centers and in the cloud with increased portability to move workloads among on-premise data centers and supported cloud providers.

Marketing 98

Marketing Cost-Benefit Metrics Strategy 98

AWS Big Data

OCTOBER 30, 2023

The framework seamlessly integrates data with platforms like Apache Iceberg , Apache Delta Lake, Apache HUDI , Amazon Redshift , and Snowflake , offering a low-cost and scalable data processing solution. When compared to Apache Spark cluster mode, local mode provides faster initialization and better performance for small analytics workloads.

Cost-Benefit 117

Cost-Benefit Enterprise Data Processing Optimization 117

Cloudera

NOVEMBER 9, 2023

To understand how COD delivers the best cost-efficient performance for your applications, let’s dive into benchmarking results comparing COD using cloud storage vs COD on premises. as compared to HBase running on HDFS on HDD. for both HBase and Phoenix as compared to the HDFS based cluster.

Snapshot 70

Snapshot Testing Measurement Metrics 70

AWS Big Data

JUNE 15, 2023

In this post, we describe how to create partition indexes with an AWS Glue crawler and compare the query performance improvement when accessing the crawled data with and without a partition index from Athena. Solution overview We use an AWS CloudFormation template to create our solution resources.

Data Lake 84

Data Lake Metadata Cost-Benefit Management 84

IBM Big Data Hub

FEBRUARY 2, 2024

Once you reach a critical mass of traffic and start getting concerned about the performance and reliability of what you’re delivering, it’s time to consider a managed DNS solution. It’s important to know which of these features and capabilities are important to you before comparing options.

Optimization 98

Optimization Management Metrics Dashboards 98

IBM Big Data Hub

OCTOBER 3, 2023

Further, it took retail organizations 10 extra days to identify a breach and 9 extra days to contain it, and consumer goods businesses 8 extra days to identify a breach and 10 extra days to contain it when compared to the global average.

Manufacturing 88

Manufacturing Sales Reporting Strategy 88

AWS Big Data

JANUARY 17, 2024

Solution Overview Specifically, this post walks you through connecting to a model in SageMaker. Compare lexical search and semantic search powered by neural search using the Compare Search Results tool The Compare Search Results tool on OpenSearch Dashboards is available for production workloads.

Dashboards 93

Dashboards Data Processing Modeling Machine Learning 93

CIO Business Intelligence

AUGUST 1, 2023

headquartered in Argentina with offices in Spain and Brazil, has made its mission to provide intelligent agribusiness solutions to help farmers and companies. BIT does more than its bit To meet the technology challenges, BIT created its Agrobit solution. They want information and advice.

Cost-Benefit 88

Cost-Benefit Digital Transformation ROI Marketing 88

AWS Big Data

AUGUST 21, 2023

The recent launch of the vector engine for Amazon OpenSearch Serverless makes it even easier to deploy such solutions. With OpenSearch’s Search Comparison Tool , you can compare the different approaches. In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word.

Data Processing 89

Data Processing Experimentation Visualization Metrics 89

CIO Business Intelligence

DECEMBER 19, 2023

Businesses considering adopting fixed wireless access (FWA) solutions—whether over 4G LTE or 5G networks—should understand both the security advantages of and potential pitfalls associated with the technology ahead of a deployment. Customers in rural areas with minimal or no wired broadband options can benefit from a fixed wireless solution.

Cost-Benefit 95

Cost-Benefit Risk Technology Forecasting 95

AWS Big Data

JANUARY 9, 2024

Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. For customers who are interested in experimenting with the latest search methods powered by ML-assisted models, the ability to compare search results is critical.

Cost-Benefit 88

Cost-Benefit Visualization Modeling Machine Learning 88

CIO Business Intelligence

FEBRUARY 28, 2024

They needed a provider who could tailor a solution to their needs, with an emphasis on cost efficiency because they deliver their software-as-a-service (SaaS) offering in a hypercompetitive market. In this way, they have realised savings in the form of a 40% cloud cost optimisation compared with their previous public-cloud setup.

Digital Transformation 94

Digital Transformation Software Data Processing Management 94

AWS Big Data

MARCH 27, 2024

By testing the solution against key metrics, a POC provides insights that allow you to make an informed decision on the suitability of the technology for the intended use case. About the Authors Ziad WALI is an Acceleration Lab Solutions Architect at Amazon Web Services. The following diagram illustrates this process.

Testing 96

Testing Data Warehouse Metrics Cost-Benefit 96

IBM Big Data Hub

NOVEMBER 6, 2023

Compared to large businesses, SMBs have fewer resources to help them weather an economic downturn or diversify into new value streams. As such, enterprises that serve SMBs must provide solutions that lessen administrative burdens and deliver tangible value. And with SMBs representing 44% of the US GDP , they cannot be ignored.

Cost-Benefit 111

Cost-Benefit Enterprise ROI Data Warehouse 111

Smart Data Collective

OCTOBER 26, 2023

Using the Right Analytics Platforms Can Help Provide Better Customer Support In the world of ticket management solutions, two prominent names consistently stand out: Jira Service Management vs Zendesk. Reporting While Jira Service Management supports reporting, it offers fewer customization options compared to Zendesk.

Management 105

Management Analytics Reporting Enterprise 105

CIO Business Intelligence

MARCH 11, 2024

As was clear from our recently conducted CIO.com poll , buyers strongly believe that they have overinvested in “point” solutions and are taking steps to consolidate vendors. However, what has been less common up to this point – and where I believe the value and growth will be going forward – is in more industry-focused solutions.

Manufacturing 83

Manufacturing Cost-Benefit Finance Marketing 83

Smart Data Collective

OCTOBER 12, 2022

Conduct your research and choose the solution that best meets your needs. Compare prices to find the most affordable option. Compare features: Not all cloud printing platforms are created equal. When comparing different platforms, look at the number of supported devices, file type support, and security features.

Cost-Benefit 124

Cost-Benefit IT Testing Technology 124

Smart Data Collective

OCTOBER 19, 2022

There are a number of solutions that can help companies manage their databases. Let’s compare the similarities and differences between these two solutions so you can make the right choice for your needs. The post Comparing DynamoDB and MongoDB for Big Data Management appeared first on SmartData Collective.

Big Data 112

Big Data Management Cost-Benefit Recreation/Entertainment 112

AWS Big Data

NOVEMBER 1, 2023

Solution overview In this post, we use Redshift ML to build a regression model that predicts the number of people that may use the city of Toronto’s bike sharing service at any given hour of a day. We use data drift as a reason for retraining the model, and use model versioning as part of the solution.

Modeling 94

Modeling Data Warehouse Machine Learning Recreation/Entertainment 94

CIO Business Intelligence

JANUARY 19, 2023

As per the recent IDC InfoBrief “The Significance of Open Source Software in the Digital-First Future Enterprise”, open source software (OSS) is an important driver of enterprise digital innovation and provides greater agility, performance and security compared to proprietary software. Learn more about SUSE here.

Software 123

Software Enterprise Digital Transformation Insurance 123

IBM Big Data Hub

MARCH 21, 2024

GPUs (graphics processing units) and TPUs (tensor processing units) are specifically designed to handle complex mathematical computations central to AI algorithms, offering significant speedups compared with traditional CPUs. IBM offers a full range of solutions optimized for AI from servers and storage to software and consulting.

Optimization 68

Optimization Software Data-driven Consulting 68

Smart Data Collective

MAY 17, 2023

When integrated with an ERP system, AI can identify inefficient processes and suggest cost-cutting solutions. Once you understand the importance of making sure an ERP solution uses AI, it is important to find a vendor that offers the solutions that you are looking for. However, it can difficult to choose the right one.

Enterprise 96

Enterprise Cost-Benefit Software Data-driven 96

InsightOut

APRIL 3, 2024

Caliber Healthcare Solutions is revolutionizing the way high-quality physicians and advanced practice providers find rewarding career opportunities. We were in need of a sophisticated solution that could not only consolidate our data into one reporting solution but also provide deeper insights into our market and operational dynamics."

Data-driven 52

Data-driven Key Performance Indicator Visualization Reporting 52

CIO Business Intelligence

SEPTEMBER 29, 2023

At SAP, we want to support everyone who regularly works with our cloud solutions, with Generative AI – currently, approximately 300 million people. The answers will be drawn from the wealth of business data spread across SAP’s solution portfolio and third-party sources, retaining context. How will companies consume GenAI capabilities?

Machine Learning 126

Machine Learning Finance Strategy Testing 126

CIO Business Intelligence

MARCH 26, 2024

In addition, the solution provider’s GaussDB – an enterprise-grade distributed relational database – has been developed to enable better availability, security, performance, intelligence and elasticity for the financial services industry. The solution has been upgraded based on cloud-map algorithms and digital twins.

Strategy 59

Strategy Uncertainty Finance Digital Transformation 59