CIO

FEBRUARY 3, 2023

Enterprises’ cost optimization to persist for next two quarters AWS expects the slowdown in customer spending to persist for at least the first half of fiscal year 2023, spanning the next two quarters. “As In January, AWS revenue growth was in the mid-teens, the CFO added.

AWS 246

AWS Azure Advertising Google Cloud 246

Dzone - DevOps

OCTOBER 31, 2024

NLP can yield significant insights from extensive datasets when integrated with AWS Relational Database Service (RDS) for efficient data storage and retrieval.

AWS 90

AWS Storage Analysis Performance 90

Datavail

JANUARY 18, 2024

Optimizing the performance of PeopleSoft enterprise applications is crucial for empowering businesses to unlock the various benefits of Amazon Web Services (AWS) infrastructure effectively. Research indicates that AWS has approximately five times more deployed cloud infrastructure than their next 14 competitors.

AWS 61

AWS Performance Load Balancer Scalability 61

AWS Machine Learning - AI

NOVEMBER 13, 2024

Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API. The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3).

AWS 98

AWS Engineering Serverless eCommerce 98

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

CIO

SEPTEMBER 7, 2022

Storage has emerged in 2022 as a strategic asset that the C-suite, not just the CIO, can no longer overlook. Enterprise storage can be used to improve your company’s cybersecurity, accelerate digital transformation, and reduce costs, while improving application and workload service levels. What should you do?

Storage 245

Storage Organization Disaster Recovery Enterprise 245

AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). Authentication is performed against the Amazon Cognito user pool.

Generative AI 116

Generative AI AWS Lambda Authentication 116

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.

Generative AI 66

Generative AI AWS Technical Review Backup 66

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 117

Generative AI AWS Groups Artificial Inteligence 117

AWS Machine Learning - AI

NOVEMBER 21, 2024

The integrated approach and ease of use of Amazon Bedrock in deploying large language models (LLMs), along with built-in features that facilitate seamless integration with other AWS services like Amazon Kendra, made it the preferred choice. By using Claude 3’s vision capabilities, we could upload image-rich PDF documents.

AWS 63

AWS Lambda Generative AI Artificial Inteligence 63

Cloudera

OCTOBER 10, 2024

It combines the flexibility and scalability of data lake storage with the data analytics, data governance, and data management functionality of the data warehouse. Compaction is a process that rewrites small files into larger ones to improve performance.

Performance 83

Performance Storage Policies Architecture 83

Xebia

DECEMBER 21, 2022

A regional failure is an uncommon event in AWS (and other Public Cloud providers), where all Availability Zones (AZs) within a region are affected by any condition that impedes the correct functioning of the provisioned Cloud infrastructure. For demonstration purposes, we are using HTTP instead of HTTPS. Pilot Light strategy diagram.

Disaster Recovery 130

Disaster Recovery AWS Strategy Backup 130

AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. Speaker role identification (clinician or patient).

AWS 104

AWS Artificial Inteligence Generative AI Machine Learning 104

Tenable

JUNE 25, 2024

Explore critical differences in handling customer-managed encryption keys (CMKs) across AWS, Azure, and GCP to avoid security misconfigurations and protect your data effectively. This gives the customer control over its access management—that is, determining who / what may access it and what actions they can perform. Why are we here?

Azure 73

Azure AWS Storage Cloud 73

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 120

Generative AI AWS Artificial Inteligence Technical Review 120

Dzone - DevOps

JULY 3, 2024

Distributed caching is a method for storing and managing data across multiple servers, ensuring high availability, fault tolerance, and improved read/write performance. Understanding Distributed Caching Why Distributed Caching?

AWS 79

AWS Strategy Storage Scalability 79

Perficient

JULY 30, 2024

AWS cloud solution is becoming a requirement of the fast-evolving infrastructure needed in today’s IT business. In this article we will examine such AWS resources & how, by using them, you can minimize your billing period. 1) AWS Cost allocation Tags Using AWS tags we can track the resources that relate to each other.

AWS 52

AWS Budget Lambda Storage 52

AWS Machine Learning - AI

NOVEMBER 19, 2024

AWS offers a wide range of solutions for interacting with language models. In this post, we guide you through the phases of customizing SLMs on AWS, with a specific focus on automotive terminology for diagnostics as a Q&A task. Model deployment When deploying a fine-tuned model on AWS, multiple deployment strategies are available.

Automotive 90

Automotive AWS Artificial Inteligence Training 90

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 124

AWS Applications Lambda Knowledge Base 124

Perficient

MARCH 15, 2024

These days, most businesses use cloud storage to store data that is recoverable, quickly available, and safe. Importance of Cloud Storage : Anyone has the ability to save digital data and access it from anywhere, thanks to cloud services for the same. Security is the most crucial component of data storage.

AWS 52

AWS Storage Policies Cloud 52

Cloud That

NOVEMBER 18, 2022

Storage Classes. – Amazon Simple Storage Service . Amazon Simple Storage Services (S3) offer object storage, a service that delivers market-leading scalability, data availability, security, and performance. Storage Classes . Step 1: Log in to AWS Management Console and search S3 in the search bar.

Storage 75

Storage Disaster Recovery AWS Cloud 75

AWS Machine Learning - AI

AUGUST 5, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation , enabling organizations to quickly and effortlessly set up a powerful RAG system. On the AWS CloudFormation console, create a new stack. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 122

Knowledge Base AWS Generative AI Artificial Inteligence 122

AWS Machine Learning - AI

FEBRUARY 26, 2024

However, as these models continue to grow in size and complexity, monitoring their performance and behavior has become increasingly challenging. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness. The file saved on Amazon S3 creates an event that triggers a Lambda function.

Artificial Inteligence 128

Artificial Inteligence AWS Lambda Metrics 128

AWS Machine Learning - AI

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 132

Generative AI Policies Video AWS 132

Xebia

APRIL 8, 2022

But to get started requires storage, tools and skills. AWS offers solutions to all these problems. In this blog post we want to touch on our top 5 security related topics when it comes to managing a data lake or running a data warehouse on AWS. Top 5 data and security topics on AWS. Top 5 data and security topics on AWS.

AWS 130

AWS Data Cloud Compliance 130

CIO

APRIL 25, 2024

This strategy alone — achieved with the DIY approach — was responsible for saving $300,000 when his team dug into expenses surrounding Google Cloud Platform log storage, resulting in his team moving the logs to a lower tier of cloud storage and rightsizing the data they retain to adhere to retention requirements.

Tools 304

Tools Cloud AWS Off-The-Shelf 304

Cloud That

NOVEMBER 17, 2022

Persistent Disks (Block Storage). Filestore (Network File Storage). Cloud Storage (Object Storage). One of the fundamental resources needed for today’s systems and software development is storage, along with compute and networks. Persistent Disks (Block Storage). Filestore (Network File Storage).

Google Cloud 82

Google Cloud Storage Cloud Systems Review 82

Perficient

SEPTEMBER 4, 2024

In this blog, we can set up a continuous integration/continuous delivery (CI/CD) pipeline using AWS Code-Commit, AWS Code-Build, and AWS Code-Deploy for application development and testing and AWS Code Pipeline for workflow orchestration. What is AWS DevOps?

AWS 52

AWS DevOps Applications Software Review 52

Perficient

JUNE 26, 2024

AWS ElastiCache is a service that improves web application performance by retrieving information from fast-managed in-memory caches. A cache is a temporary storage area. Template file: In this template file, there is CloudFormation code, which is going to deploy the AWS ElastiCache. What is Caching?

AWS 52

AWS Applications Data Open Source 52

CIO

NOVEMBER 14, 2024

One of the top findings was that 63% of respondents indicated that right-sizing storage for AI needs major improvement or a complete overhaul, with storage bottlenecks being a persistent problem in slowing down AI modeling. To tackle this challenge, we are focused on simplifying and unifying data storage to support better data access.

Enterprise 147

Enterprise Survey Storage Study 147

Cloudera

NOVEMBER 7, 2023

Navigating this intricate maze of data can be challenging, and that’s why Apache Ozone has become a popular, cloud-native storage solution that spans any data use case with the performance needed for today’s data architectures. One of these two layouts should be used for all new storage needs.

Storage 103

Storage System Architecture Analytics 103

AWS Machine Learning - AI

MAY 1, 2024

Llama2 by Meta is an example of an LLM offered by AWS. To learn more about Llama 2 on AWS, refer to Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart. Virginia) and US West (Oregon) AWS Regions, and most recently announced general availability in the US East (Ohio) Region.

Artificial Inteligence 110

Artificial Inteligence AWS Training Generative AI 110

AWS Machine Learning - AI

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. This binary representation will convert high-dimensional data into a more efficient format for storage and computation.

Knowledge Base 96

Knowledge Base Serverless Applications Generative AI 96

Perficient

AUGUST 20, 2024

AWS Bedrock is Amazon Web Services’ comprehensive solution that leverages these models to provide robust AI and machine learning (ML) capabilities. This blog delves into the essentials of AI foundational models in AWS Bedrock, highlighting their significance and applications. What are AI Foundational Models?

AWS 52

AWS Artificial Inteligence Lambda Training 52

CIO

AUGUST 23, 2023

Dubbed the Berlin-Brandenburg region, the new data center will be operational alongside the Frankfurt region and will offer services such as the Google Compute Engine, Google Kubernetes Engine, Cloud Storage, Persistent Disk, CloudSQL, Virtual Private Cloud, Key Management System, Cloud Identity and Secret Manager.

Cloud 245

Cloud Load Balancer Google Cloud Data Center 245

AWS Machine Learning - AI

SEPTEMBER 13, 2024

Managing cloud costs and understanding resource usage can be a daunting task, especially for organizations with complex AWS deployments. AWS Cost and Usage Reports (AWS CUR) provides valuable data insights, but interpreting and querying the raw data can be challenging. This is a proof of concept setup.

Generative AI 86

Generative AI AWS Artificial Inteligence Technical Review 86

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS 133

AWS Lambda Generative AI Report 133