AWS Machine Learning - AI

APRIL 16, 2025

However, using generative AI models in enterprise environments presents unique challenges. This challenge is further compounded by concerns over scalability and cost-effectiveness. For those seeking methods to build applications with strong community support and custom integrations, LoRAX presents an alternative.

Artificial Inteligence 102

Artificial Inteligence AWS Generative AI Storage 102

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

CIO

APRIL 10, 2024

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Inferencing funneled through RAG must be efficient, scalable, and optimized to make GenAI applications useful.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

CIO

JULY 18, 2024

This means if an enterprise wants to leverage these and other new technologies, it must incorporate strong data management practices to know where data is, and whether it should move into a cloud setting or stay in the mainframe—a task that presents new, unique, challenges. These issues add up and lead to unreliability.

Cloud 167

Cloud Data Storage eBook 167

CIO

MAY 10, 2024

Having emerged in the late 1990s, SOA is a precursor to microservices but remains a skill that can help ensure software systems remain flexible, scalable, and reusable across the organization. Because of this, NoSQL databases allow for rapid scalability and are well-suited for large and unstructured data sets.

SOA 195

SOA Linux Video Architecture 195

AWS Machine Learning - AI

APRIL 9, 2025

However, this method presents trade-offs. Semantic routing offers several advantages, such as efficiency gained through fast similarity search in vector databases, and scalability to accommodate a large number of task categories and downstream LLMs. However, it also presents some trade-offs. Anthropics Claude 3.5

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

AWS Machine Learning - AI

MARCH 7, 2025

The Mozart application rapidly compares policy documents and presents comprehensive change details, such as descriptions, locations, excerpts, in a tracked change format. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage.

Generative AI 102

Generative AI Technical Review Insurance Policies 102

Cloudera

NOVEMBER 22, 2021

In legacy analytical systems such as enterprise data warehouses, the scalability challenges of a system were primarily associated with computational scalability, i.e., the ability of a data platform to handle larger volumes of data in an agile and cost-efficient way. These four capabilities together define the Enterprise Data Cloud.

Scalability 94

Scalability Data Technical Review Analytics 94

The Crazy Programmer

SEPTEMBER 25, 2023

At present, Node.js Get 1 GB of free storage. Features: 1GB runtime memory 10,000 API requests 1GB Object Storage 512MB storage 3 Cron tasks Try Cyclic Google Cloud Now developers can experience low latency networks & host your apps for your Google products with Google Cloud. You can host various other Node.js

Serverless 180

Serverless AWS Google Cloud Azure 180

Netflix Tech

DECEMBER 17, 2024

The complexity of these operational demands underscored the urgent need for a scalable solution. They allow us to verify whether titles are presented as intended and investigate any discrepancies. Automating the Operations It becomes evident over time that we need to automate our operations to scale with the business.

Systems Review 68

Systems Review Microservices Scalability Technical Review 68

CIO

DECEMBER 20, 2022

However, legacy methods of running Epic on-premises present a significant operational burden for healthcare providers. In this article, discover how HPE GreenLake for EHR can help healthcare organizations simplify and overcome common challenges to achieve a more cost-effective, scalable, and sustainable solution.

Healthcare 202

Healthcare Disaster Recovery Organization Artificial Inteligence 202

Crunchbase News

APRIL 9, 2025

This presents a golden opportunity for startups, entrepreneurs and investors looking to disrupt the manufacturing sector. Recognizing the financial constraints and scalability needs of startups, consider a modular approach to building facilities and implementing technologies. This helps when starting out, when the budget is low.

Innovation 70

Innovation Trends Resources Industry 70

AWS Machine Learning - AI

NOVEMBER 21, 2024

The path to creating effective AI models for audio and video generation presents several distinct challenges. At its core, Amazon Simple Storage Service (Amazon S3) serves as the secure storage for input files, manifest files, annotation outputs, and the web UI components. Extending Wavesurfer.js

Video 102

Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

APRIL 30, 2025

Because Amazon Bedrock is serverless, you dont have to manage infrastructure to securely integrate and deploy generative AI capabilities into your application, handle spiky traffic patterns, and enable new features like cross-Region inference, which helps provide scalability and reliability across AWS Regions. Anthropics Claude 3.5

Artificial Inteligence 68

Artificial Inteligence Technical Review Software Review Generative AI 68

Netflix Tech

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. After selecting a mode, users can interact with APIs without needing to worry about the underlying storage mechanisms and counting methods.

Windows 100

Windows Systems Review Performance Infrastructure 100

TechCrunch

OCTOBER 27, 2020

billion , including companies like Memphis Meats, which develops cultured meat from animal cells; NotCo, a plant-based food brand; and Catalog, which uses organisms for data storage. For those who can’t tune in, here’s a list of all the companies presenting in New York and San Francisco over the next two days. Leaving the $3.2

Biotech 230

Biotech Meeting Sustainability Chemicals 230

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

Netflix Tech

DECEMBER 21, 2020

At this scale, we can gain a significant amount of performance and cost benefits by optimizing the storage layout (records, objects, partitions) as the data lands into our warehouse. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 84

Storage Data Resources Data Engineering 84

The Crazy Programmer

DECEMBER 13, 2020

The device keeps knowledge anonymous and accessible by using cooperating nodes while being highly scalable, alongside an effective adaptive routing algorithm. Data Warehousing is the method of designing and utilizing a data storage system. Peer-to-Peer Systems: The Present and the Future. Cloud Storage. Data Warehousing.

Engineering 270

Engineering Wireless 3D Programming 270

The Crazy Programmer

SEPTEMBER 16, 2019

High scalability, sharding and availability with built-in replication makes it more robust. Scalability gives the developer an ability to easily add or remove as many machines as needed. Scalability gives the developer an ability to easily add or remove as many machines as needed. Schema created in this is powerful and flexible.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

Perficient

MARCH 27, 2025

Deletion vectors are a storage optimization feature that replaces physical deletion with soft deletion. Deletion Vectors in Delta Live Tables offer an efficient and scalable way to handle record deletion without requiring expensive file rewrites. This could provide both cost savings and performance improvements.

Compliance 64

Compliance Systems Review Policies Storage 64

CIO

FEBRUARY 7, 2024

Reusability, composability, accessibility, and scalability are some of the core elements that a good API strategy can provide to support tech trends like hybrid cloud, hyper-automation, or AI.” For these reasons, API-first has gathered steam, a practice that privileges the development of the developer-facing interface above other concerns.

Technical Review 187

Technical Review Government Software Review Artificial Inteligence 187

CIO

OCTOBER 23, 2024

The pressure was on to adopt a modern, flexible, and scalable system to route questions to the proper source and provide the necessary answers. That would mean developing a platform using artificial intelligence (AI) to gain insights into the past, present, and future – and improve the lives of the citizens using it. Quid est facil?

Artificial Inteligence 177

Artificial Inteligence Artificial Intelligence Malware Architecture 177

AWS Machine Learning - AI

APRIL 10, 2025

Approach and base model overview In this section, we discuss the differences between a fine-tuning and RAG approach, present common use cases for each approach, and provide an overview of the base model used for experiments. Check out the Generative AI Innovation Center for our latest work and customer success stories.

Case Study 124

Case Study Artificial Inteligence Study Generative AI 124

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. The following diagram illustrates how it works.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

TechCrunch

JUNE 8, 2021

These products include a seed bank unit it’s devised, housed in a standard shipping container and kitted out with all the equipment (plus solar off-grip capability, if required) to take care of on-site storage for the thousands of native seeds each projects needs to replant a whole forest. “Which is an organizational end.

Weak Development Team 260

Weak Development Team Scalability Sustainability Technology 260

Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. To illustrate an attacker using malicious instructions to take over an image, we used this image as a convenient example of a private image that is present in the victims Container Registry.

Cloud 73

Cloud Google Cloud Serverless Software Review 73

AWS Machine Learning - AI

JANUARY 13, 2025

The solution consists of the following steps: Relevant documents are uploaded and stored in an Amazon Simple Storage Service (Amazon S3) bucket. An event notification is sent to an Amazon Simple Queue Service (Amazon SQS) queue to align each file for further processing.

Education 112

Education Report Technical Review Generative AI 112

CIO

JUNE 1, 2023

While these developments present exciting opportunities, it’s vital businesses also ensure they have a robust resiliency strategy in place. Matthew Pick, Senior Director of Cloud Architecture at HBC, said: “We needed one flexible, powerful and scalable solution to protect every workload everywhere.”

Backup 167

Backup Enterprise Data Artificial Inteligence 167

TechCrunch

MARCH 30, 2023

But Welsh argues that the Fixie platform offers far more customizability — and freedom — than OpenAI’s take, at least at present. The question is how to best tap into this technology and integrate it with existing and new systems in a way that is secure, scalable, and easy to deploy and manage.

Artificial Inteligence 255

Artificial Inteligence Company ChatGPT Generative AI 255

AWS Machine Learning - AI

MARCH 18, 2025

Policy examples In this section, we present several policy examples demonstrating how to enforce guardrails for model inference. Satveers deep understanding of generative AI technologies allows him to design scalable, secure, and responsible applications that unlock new business opportunities and drive tangible value.

Policies 102

Policies Generative AI Resources AWS 102

CIO

APRIL 30, 2024

And as organizations increasingly adopt edge computing for real-time processing and decision-making, the convergence of AI and edge computing presents unprecedented opportunities. Edge storage solutions: AI-generated content—such as images, videos, or sensor data—requires reliable and scalable storage.

Artificial Inteligence 158

Artificial Inteligence Storage Retail Artificial Intelligence 158

AWS Machine Learning - AI

NOVEMBER 15, 2024

The information exists in various formats such as Word documents, ASPX pages, PDFs, Excel spreadsheets, and PowerPoint presentations that were previously difficult to systematically search and analyze. All AWS services are high-performing, secure, scalable, and purpose-built.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Netflix Tech

DECEMBER 17, 2024

This article is the first in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal Analytics Engineering conference. It is challenging to scale such bespoke solutions to ever-changing and increasingly complex businessneeds.

Analytics 84

Analytics Engineering Survey Metrics 84

CIO

MAY 24, 2023

Remember, managing multiple clouds presents lots of technical and operational challenges, largely because of their native tooling. You can bring order to the chaos and help simplify operations by running the block and file storage software your IT teams already run on-premises in public clouds. What’s the value in this approach?

Strategy 148

Strategy Cloud Storage AWS 148

AWS Machine Learning - AI

NOVEMBER 7, 2024

Auditing You can use an AWS Lambda function to aggregate the data from Amazon CloudWatch and store it in S3 buckets for long-term storage and further analysis. Amazon S3 provides a highly durable, scalable, and cost-effective object storage solution, making it an ideal choice for storing large volumes of data.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Perficient

FEBRUARY 25, 2025

Following up on my previous post which highlights different approaches of accessing Oracle Fusion Cloud Apps Data from Databricks, I present in this post details of Approach D, which leverages the Perficient accelerator solution. And this accelerator applies to all Oracle Fusion Cloud applications: ERP, SCM, HCM and CX.

Cloud 52

Cloud Data Scalability Azure 52