CIO

APRIL 25, 2025

While many have performed this move, they still need professionals to stay on top of cloud services and manage large datasets. It enables developers to create consistent virtual environments to run applications, while also allowing them to create more scalable and secure applications via portable containers.

Artificial Inteligence 204

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Step Functions is a reliable way to coordinate components and step through the functions of your application.

Generative AI 101

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Perficient

MARCH 10, 2025

But did you know you can take your performance even further? Vercel Fluid Compute is a game-changer, optimizing workloads for higher efficiency, lower costs, and enhanced scalability perfect for high-performance Sitecore deployments. What is Vercel Fluid Compute?

Performance 52

Performance Serverless Scalability Comparison 52

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

AWS 104

AWS Load Balancer Software Review Artificial Inteligence 104

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

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AWS Machine Learning - AI

DECEMBER 4, 2024

In this post, we discuss the advantages and capabilities of the Bedrock Marketplace and Nemotron models, and how to get started. Through Bedrock Marketplace, organizations can use Nemotron’s advanced capabilities while benefiting from the scalable infrastructure of AWS and NVIDIA’s robust technologies.

Artificial Inteligence 107

Artificial Inteligence Microservices Generative AI AWS 107

AWS Machine Learning - AI

MAY 1, 2025

An agent uses a function call to invoke an external tool (like an API or database) to perform specific actions or retrieve information it doesnt possess internally. These tools are integrated as an API call inside the agent itself, leading to challenges in scaling and tool reuse across an enterprise.

Artificial Inteligence 124

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Perficient

NOVEMBER 27, 2024

In this blog, we’ll explore the importance of components, how to create them, and best practices for building modular, reusable UIs. Why Vue Components Are Essential for Building Scalable UIs Components are a core feature of Vue.js, known for its simplicity and flexibility. Conclusion Vue.js

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UI/UX Scalability Examples Applications 52

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

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CIO

NOVEMBER 12, 2024

“I would encourage everbody to look at the AI apprenticeship model that is implemented in Singapore because that allows businesses to get to use AI while people in all walks of life can learn about how to do that. Of course, we’ve learned a lot over time about how to improve both 100E and AIAP.

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CIO

OCTOBER 20, 2023

A hybrid cloud approach means data storage is scalable and accessible, so that more data is an asset—not a detriment. Using realistic data sets during testing allows teams to validate application performance, security, and user experience more effectively.

Data 195

Data How To Quality Assurance Software Development 195

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

CIO

JANUARY 20, 2023

It’s About the Data For companies that have succeeded in an AI and analytics deployment, data availability is a key performance indicator, according to a Harvard Business Review report. [3] The most innovative unstructured data storage solutions are flexible and designed to be reliable at any scale without sacrificing performance.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

Luis Goncalves

APRIL 11, 2025

This isn’t merely about hiring more salespeopleit’s about creating scalable systems efficiently converting prospects into customers. Discover how to maintain agility while scaling 4. Lucrative: Creating Financial Sustainability Scaling without financial discipline invites disaster.

Weak Development Team 165

Weak Development Team Technical Review Sustainability Systems Review 165

AWS Machine Learning - AI

APRIL 9, 2025

Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. In contrast, more complex questions might require the application to summarize a lengthy dissertation by performing deeper analysis, comparison, and evaluation of the research results.

Artificial Inteligence 131

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CIO

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. This serves as a baseline to drive cloud adoption and getting started with a shifting mindset on how to make money with cloud and not just cost savings alone.

Cloud 147

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Perficient

APRIL 16, 2025

Although there are various ways to perform this integration, this post will concentrate on two main criteria: Native Capabilities: These rely solely on Oracle and Snowflake Cloud-based technologies without the need for third-party tools. (If interested in a similar analysis for Databricks, reference the Databricks blog.)

Cloud 52

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CIO

OCTOBER 30, 2023

And companies need the right data management strategy and tool chain to discover, ingest and process that data at high performance. That includes solid infrastructure with the core tenets of scale, security, and performance–all with optimized costs. An estimated 90% of the global datasphere is comprised of unstructured data 1.

Infrastructure 214

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AWS Machine Learning - AI

APRIL 10, 2025

In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline. Fine-tuning is one such technique, which helps in injecting task-specific or domain-specific knowledge for improving model performance.

Case Study 126

Case Study Artificial Inteligence Study Generative AI 126

AWS Machine Learning - AI

DECEMBER 2, 2024

For generative AI models requiring multiple instances to handle high-throughput inference requests, this added significant overhead to the total scaling time, potentially impacting application performance during traffic spikes. We ran 5+ scaling simulations and observed consistent performance with low variations across trials.

Generative AI 110

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AWS Machine Learning - AI

NOVEMBER 7, 2024

In terms of how to offer FMs to your tenants, with AWS you have several options: Amazon Bedrock is a fully managed service that offers a choice of FMs from AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details.

Generative AI 115

Generative AI AWS Enterprise Artificial Inteligence 115

TechCrunch

MARCH 15, 2021

Greenoaks Capital partner Neil Mehta basically said as much in the press release: We believe Airtable is chasing a massive opportunity to become the ‘residual’ software platform for every bespoke and custom use case that is either performed manually today or structurally underserved by rigid third-party software.

Recruiting 306

Recruiting Enterprise Scalability Software 306

CIO

DECEMBER 30, 2024

The company says it can achieve PhD-level performance in challenging benchmark tests in physics, chemistry, and biology. With gen AI, people are still at the stage of trying to figure out what gen AI is, how it works, and how to use it. Users needed modems and special software and accounts with internet providers.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

AWS Machine Learning - AI

OCTOBER 29, 2024

Furthermore, these notes are usually personal and not stored in a central location, which is a lost opportunity for businesses to learn what does and doesn’t work, as well as how to improve their sales, purchasing, and communication processes. It also supports audio files so you have flexibility around the type of call recordings you use.

Generative AI 113

Generative AI Video Engineering Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. Effective agent instructions are crucial for optimizing the performance of AI-powered assistants. After you deploy the solution, you can verify the created resources on the Amazon Bedrock console.

Lambda 131

Lambda Enterprise Automotive Knowledge Base 131

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority. However, there are considerations to keep in mind.

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Generative AI AWS Artificial Inteligence Budget 142

Crunchbase News

DECEMBER 18, 2024

Vultrs deep experience delivering secure, compliant and scalable cloud infrastructure and their deployment of AMD Instinct accelerators positions them as an innovative cloud solutions provider, Mathew Hein , AMDs senior vice president and chief strategy officer of corporate development, said in a statement.

Artificial Inteligence 105

Artificial Inteligence Cloud Journal Fintech 105

Existek

MARCH 24, 2025

QA engineers: Test functionality, security, and performance to deliver a high-quality SaaS platform. DevOps engineers: Optimize infrastructure, manage deployment pipelines, monitor security and performance. The team works towards improved performance and the integration of new functionality.

Development 52

Development How To Technical Review Quality Assurance 52

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. VectorIngestionConfiguration – Contains details about how to ingest the documents in a data source. The following sub-properties are required: Type – Specify the value S3.

Knowledge Base 128

Knowledge Base Scalability Applications Generative AI 128

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. This provides optimal performance by maintaining the same structure the model was trained on.

Artificial Inteligence 119

Artificial Inteligence Generative AI AWS Training 119

Xebia

FEBRUARY 23, 2025

The first agents to emerge are expected to perform small, structured internal tasks with some degree of fault-tolerance, such as helping to change passwords on IT systems or book vacation time on HR platforms. Likewise, understanding AI performance is essential. Despite the promise, obstacles remain.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

OCTOBER 31, 2024

This solution showcases how to bridge the gap between Google Workspace and AWS services, offering a practical approach to enhancing employee efficiency through conversational AI. In the following sections, we explain how to deploy this architecture.

Generative AI 125

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AWS Machine Learning - AI

JULY 24, 2024

They are committed to enhancing the performance and capabilities of AI models, with a particular focus on large language models (LLMs) for use with Einstein product offerings. LMI containers are a set of high-performance Docker Containers purpose built for LLM inference. When the team initially deployed CodeGen 2.5,

Artificial Inteligence 131

Artificial Inteligence Performance Open Source Machine Learning 131

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. With these capabilities, customers are adopting SageMaker HyperPod as their innovation platform for more resilient and performant model training, enabling them to build state-of-the-art models faster.

Case Study 122

Case Study Video Training Scalability 122

AWS Machine Learning - AI

MARCH 13, 2025

In this post, we demonstrate how to optimize hosting DeepSeek-R1 distilled models with Hugging Face Text Generation Inference (TGI) on Amazon SageMaker AI. The following figure illustrates the performance of DeepSeek-R1 compared to other state-of-the-art models on standard benchmark tests, such as MATH-500 , MMLU , and more.

Artificial Inteligence 110

Artificial Inteligence AWS Machine Learning Load Balancer 110

CIO

SEPTEMBER 26, 2023

Both options represent some level of financial, regulatory, or performance risk.” Here’s a rundown of six IT policies or protocols that, in certain situations, with certain guardrails in place, can be disregarded in order to perform what needs to get done. Rules can be broad or precise, Chowning says.

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Technical Advisors How To Policies Change Management 212