AWS Machine Learning - AI

MARCH 14, 2024

We formulated a Retrieval-Augmented-Generation (RAG) solution that would allow the PGA TOUR to create a prototype for a future fan engagement platform that could make its data accessible to fans in an interactive fashion in a conversational format. The following figure illustrates this architecture. What does the future hold?

Generative AI 95

Generative AI Artificial Inteligence Virtualization UI/UX 95

Cloudera

SEPTEMBER 30, 2022

Today, we’re excited to announce that DataFlow Functions (DFF), a feature within Cloudera DataFlow for the Public Cloud, is now generally available for AWS, Microsoft Azure, and Google Cloud Platform. DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. DataFlow Deployments.

Serverless 80

Serverless Lambda Google Cloud Azure 80

Aviatrix

OCTOBER 16, 2018

Security is one of the most important aspects of any customer’s successful AWS implementation. Customers want to maintain similar security and compliance postures in their AWS environments as they have on-premises. One AWS-recommended way to accomplish this is with a Transit VPC. Transit DMZ Architecture Diagram.

Firewall 53

Firewall Architecture Malware AWS 53

CloudGeometry

MARCH 22, 2022

Second, there is no one-size-fits-all SaaS architecture (the second principle is a corollary of the first). The challenge is to build common ground between business and architecture so as to translate business assumptions into critical technical solution inputs. First, SaaS is a business strategy, not a technology strategy.

Metrics 130

Metrics Architecture AWS Strategy 130

AWS Machine Learning - AI

MARCH 19, 2024

Another is to expose the model to exemplars of intermediate reasoning steps in few-shot prompting fashion. For multiple-choice reasoning, we prompt AI21 Labs Jurassic-2 Mid on a small sample of questions from the AWS Certified Solutions Architect – Associate exam. Both scenarios typically use greedy decoding. Lambda function B.

Performance 97

Performance Lambda Technical Review AWS 97

Blue Sentry

APRIL 26, 2023

THE CHALLENGE As part of the complex and dynamic infrastructure stack, the customer runs InfluxDB clusters on AWS. In AWS, you can use Auto Scaling Groups to scale in and out your servers based on a template. THE PAYOFF Blue Sentry created a Terraform module that uses the AWS provider to deploy resources.

Case Study 52

Case Study Study Infrastructure Lambda 52

Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc).

Serverless 108

Serverless Lambda Microservices KPI 108

Modus Create

MARCH 6, 2020

Developers have plenty of choices for their serverless solutions today: AWS Lambda, Google Cloud Functions, Microsoft Azure Functions and Cloudflare Workers. One big development are new powerful tools to aid building and deploying cloud-based serverless solutions, namely the Serverless Framework and the AWS Serverless Application Model.

Serverless 138

Serverless DevOps Lambda AWS 138

OpenCredo

OCTOBER 12, 2023

They are an AWS shop, currently deploying with ECS , RDS , and ELB which the application teams helped stand up before the infrastructure team was hired. The problem they face here is two-fold; first, they are only testing the happy path, and second, they are only testing in a reactive fashion.

Testing 59

Testing Weak Development Team AWS Microservices 59

Mike Roberts

MARCH 14, 2018

AWS announced a new service?—?the The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. SAM itself is built on top of AWS CloudFormation ?—?Amazon’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

AWS announced a new service?—?the The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. SAM itself is built on top of AWS CloudFormation ?—?Amazon’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Cloudera

SEPTEMBER 15, 2022

A unified storage architecture that can store both files and objects and provide a flexible, scalable, and high-performance system. Apache Ozone achieves this significant capability through the use of some novel architectural choices by introducing bucket type in the metadata namespace server. Ozone namespace overview. Further Reading.

Storage 87

Storage System Artificial Inteligence Big Data 87

Altexsoft

MARCH 30, 2023

But what do the gas and oil corporation, the computer software giant, the luxury fashion house, the top outdoor brand, and the multinational pharmaceutical enterprise have in common? The relatively new storage architecture powering Databricks is called a data lakehouse. Databricks lakehouse platform architecture.

Weak Development Team 64

Weak Development Team Machine Learning Artificial Inteligence Software Review 64

O'Reilly Media - Ideas

MAY 2, 2023

AI does fashion: Researchers (in Italy, where else?) AWS has released its own large language model called Titan , plus a new service for training and deploying LLMs called Bedrock. Their goal is to help users develop their own chatbots, which will presumably run on AWS. The first step in this process is the release of a 1.2

Artificial Inteligence 111

Artificial Inteligence Trends ChatGPT Open Source 111

Stackery

NOVEMBER 25, 2019

This guide will give you key strategies for deploying the same application on multiple AWS accounts. If you have multiple AWS accounts running, multi-account deployments make often make sense. But why would you want to deploy the same application on multiple AWS accounts? This part is not so obvious.

AWS 22

AWS Infrastructure Lambda Resources 22

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

Confluent

APRIL 11, 2019

At Confluent, we see many of our customers are on AWS, and we’ve noticed that Amazon S3 plays a particularly significant role in AWS-based architectures. Landing data to S3 is ubiquitous and key to almost every AWS architecture. Make sure you replace foo and bar with your actual AWS credentials.

AWS 110

AWS Authentication Fashion Data 110

O'Reilly Media - Ideas

JANUARY 4, 2023

He also proposes new hardware architectures for artificial intelligence. AWS Clean Rooms are a new service that allows organizations to cooperate on data analysis without revealing the underlying data to each other. Fashion may be the Metaverse’s first killer app. Julia has also offered a Debugging Manifesto.

Trends 102

Trends Artificial Inteligence ChatGPT Artificial Intelligence 102

Cloudera

SEPTEMBER 9, 2021

AWS and Azure standards) reducing cost, complexity and ensuing risk mitigation in HA scenarios: . That type of architecture results in consolidation of compute and storage resources by up to a factor of 6 (moving to COD from an HA based IaaS model) reducing associated cloud infrastructure costs. . Savings opportunity on AWS.

Storage 94

Storage Azure Technical Review Database Administration 94

The Agile Monkey

NOVEMBER 27, 2018

Utilizing AWS Hosted Technologies to Bootstrap a Simple Cloud E-Commerce Solution A Very Brief Serverless Introduction There are plenty of blog posts and documentation that give introductions to serverless architectures in general and specific providers and technologies. They also mesh neatly with CI/CD solutions like CircleCI.

Serverless 40

Serverless AWS Architecture Microservices 40

O'Reilly Media - Ideas

MARCH 1, 2023

Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. The first quantum computers are now available through cloud providers like IBM and Amazon Web Services (AWS). It was the second-largest topic and showed 3.6% growth over 2021.

Trends 137

Trends Technical Review Technology Software Review 137

AWS Machine Learning - AI

MAY 7, 2024

Sub-intents and intent trees If you make the preceding scenario more complex, as in many real-life use cases, intents can be designed in a large number of categories and also in a hierarchical fashion, which will make the classification tasks more challenging for the model.

Artificial Inteligence 90

Artificial Inteligence Technical Review Systems Review Software Review 90

Cloudera

AUGUST 26, 2020

Can you talk a bit about how businesses best use Flink within a streaming architecture and what is it about the solution that promotes low latency processing of high-volume streaming data? Therefore allowing organizations to push edge data into any cloud source including AWS, Google, Azure or any on-premises data warehouse or data lake.

Data 82

Data Banking Architecture Fashion 82

Perficient

MAY 10, 2023

Perficient provides custom-built dashboards and reports which allow our customers to see visually where they are spending their money across any of the major cloud service providers (Azure, AWS, or Google Cloud) and what types of cloud services are having the largest impact.

Cloud 69

Cloud Agile Azure Budget 69

Xebia

JULY 20, 2023

Until then, one may have to use tools like wit-bindgen via the CLI to generate the bindings in an out-of-band fashion. Think AWS SnapStart for Java, but with a potentially far simpler model and smaller overall snapshot size. Even with better support, the process itself is not quite frictionless. due to seemingly arbitrary reasons.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Ok, I think I’m good so far!”.

Serverless 52

Serverless Lambda Microservices AWS 52

O'Reilly Media - Ideas

JANUARY 25, 2021

Trendy, fashionable things are often a flash in the pan, forgotten or regretted a year or two later (like Pet Rocks or Chia Pets ). Because we’re doing simple pattern matching against titles, usage for “AWS security” is a subset of the usage for “security.” The in-person O’Reilly Software Architecture Conference was small but growing.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

Hypergrid

MARCH 24, 2020

N o two network architectures are identically alike. Then of course AWS continues its relentless pace of introducing new innovations. Every cloud vendor is composed of some level of proprietary architecture. Companies however, want to be able to move out in the same fashion as they migrated in.

Cloud 52

Cloud Google Cloud Azure Architecture 52

Daniel Bryant

SEPTEMBER 2, 2018

However, the new architectures and technologies that are emerging as part of the cloud native development space?—?microservices, The simulated local development infrastructure pattern can be seen with AWS SAM Local. microservices, containers, orchestrators?—?require require new developer workflow patterns.

Software Review 40

Software Review Systems Review Technical Review Cloud 40

Capgemini

JANUARY 17, 2021

Traditionally, managed-services providers have focused on running and operating on-premises infrastructures and, more recently, handling IaaS for cloud providers like AWS and Microsoft Azure. But because of the traditional separation between infrastructure and application groups, these teams have operated in a siloed fashion.

Cloud 52

Cloud Load Balancer DevOps Infrastructure 52

Cloudera

MAY 18, 2021

Prior the introduction of CDP Public Cloud, many organizations that wanted to leverage CDH, HDP or any other on-prem Hadoop runtime in the public cloud had to deploy the platform in a lift-and-shift fashion, commonly known as “Hadoop-on-IaaS” or simply the IaaS model. 1 Year Reserved . 13,000-18,500. 7,500-11,500. 8,500-14,500. 5,500-9,000.

Cloud 85

Cloud Technical Review Storage Backup 85

Palo Alto Networks

OCTOBER 11, 2021

Only one out of more than 50 total AWS accounts identified by the researchers was being monitored by Amazon GuardDuty (an AWS security tool that continuously monitors configured AWS accounts for malicious activity) and the Prisma Cloud platform.

Cloud 78

Cloud Exercises Weak Development Team AWS 78

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Even better for deployment-architecture-oriented folks?—?Lambda Furthermore the way Lambda scales gives us a set of architectural points to consider when we’re building components this way. No configuration or management?—?it

Lambda 52

Lambda AWS Software Review Serverless 52

O'Reilly Media - Ideas

JULY 5, 2023

Facebook/Meta has created a new large model called I-JEPA (Image Joint Embedding Predictive Architecture). A study claims that AWS Mechanical Turk workers are using AI to do their work. It’s hard to imagine wearing them in public, though Apple may manage to make them fashionable.

Artificial Inteligence 97

Artificial Inteligence Trends Software Review 3D 97

Cloudera

FEBRUARY 22, 2021

The Cloudera Data Platform (CDP) represents a paradigm shift in modern data architecture by addressing all existing and future analytical needs. AWS, Google or Azure) and thus allow for execution of a use case wherever it is most costs effective to do so.

Data 79

Data Analytics Government Technical Review 79

Daniel Bryant

JUNE 28, 2018

The design and technical qualities of Envoy make it an ideal proxy for modern (micro)service-based architectures and other data store and middleware services that communicate via Layer 7 (L7) protocols. The L7 filter architecture means that it is easy to customise and augment Envoy.

Load Balancer 40

Load Balancer PHP Open Source Architecture 40

Lacework

SEPTEMBER 18, 2023

When I first started in AWS’ Office of the CISO, a senior executive in another part of the business said to me, “You are going to do fine; you have two ears and one mouth.” It also has to be done in an automated fashion — spreadsheets were never a good method. Under the hood, these are serverless functions — in AWS, it’s Lambda).

Security 83

Security Software Review CTO Systems Review 83