AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. The following diagram illustrates the architecture of the application.

Generative AI 115

Generative AI AWS Lambda Authentication 115

Altexsoft

JUNE 29, 2021

These days, it’s getting more common for application designs to be built on an event-driven architecture. In this article, we’re going to talk about event-driven architecture (EDA) and its most commonly used messaging pattern, publish/subscribe (pub/sub). Understanding event-driven architecture and pub/sub.

Architecture 75

Architecture Microservices IoT Scalability 75

Infinidat

AUGUST 30, 2022

They are the challenges, gaps, misconceptions and problems that keep CxOs, storage administrators, and other IT leaders up at night, worried that they don’t know what they don’t know. Disconnect between cybersecurity and enterprise storage. Storage proliferation. Reliance on an outdated architecture.

Storage 98

Storage Architecture Enterprise Cloud 98

Dzone - DevOps

JANUARY 20, 2023

It has been a norm to perceive that distributed databases use the method of adding cheap PC(s) to achieve scalability (storage and computing) and attempt to store data once and for all on demand. Do Not Be Misled Designing and implementing a scalable graph database system has never been a trivial task.

Scalability 75

Scalability Fashion Architecture Hardware 75

Perficient

FEBRUARY 18, 2025

In addition to this, there are many legal considerations around data collection and storage practices, and so having defined guidelines and guardrails in place can prevent organizations from being exposed to a whole host of risks. This allows businesses to pick and choose best-in-class solutions rather than rely on one singular system.

Analytics 52

Analytics Scalability Fashion Guidelines 52

Infinidat

FEBRUARY 9, 2022

To effectively execute these attacks, such as ransomware, cyber criminals have realized they need to control not just your essential business data sitting on our primary storage, but also the valuable data sitting in your secondary storage and backup repositories. Snapshots are scheduled in an automated fashion (set it and forget it).

Disaster Recovery 98

Disaster Recovery Technology Backup Storage 98

Netflix Tech

APRIL 27, 2023

While Atlas is architected around compute & storage separation, and we could theoretically just scale the query layer to meet the increased query demand, every query, regardless of its type, has a data component that needs to be pushed down to the storage layer.

Metrics 118

Metrics Systems Review Storage Weak Development Team 118

xmatters

AUGUST 6, 2020

Whether your digital services are in the cloud, on a hybrid architecture, or you’re even thinking about moving to the cloud, you must have incident management processes in place to achieve continuous uptime and service resilience. Let’s use a hybrid cloud architecture as an example. An estimated 94% of businesses use cloud technology.

Cloud 98

Cloud Fashion DevOps .Net 98

AWS Machine Learning - AI

MARCH 7, 2024

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The following diagram provides a simplified view of the solution architecture and highlights the key elements.

AWS 128

AWS Lambda Generative AI Report 128

Martin Fowler

JULY 25, 2023

A large organization will have many such teams, and while they have different business capabilities to support, they have common needs such as data storage, network communications, and observability. An important characteristic of a platform is that it's designed to be used in a mostly self-service fashion.

Airlines 143

Airlines Off-The-Shelf Software Development Coaching 143

Cloudera

SEPTEMBER 9, 2021

Cloud-native consumption model that leverages elastic compute to align consumption of compute resources with usage, in addition to offering cost-effective object storage that reduces data costs on a GB / month basis when compared to compute-attached storage used currently by Apache HBase implementations. Elastic Compute.

Storage 95

Storage Azure Technical Review Database Administration 95

Honeycomb

AUGUST 12, 2021

Taken all together, Honeycomb’s core feature set and desired functionality is very much responsible for many of its architecture decisions: There should be no rigid schemas, so it’s easy to make your events as wide as possible. So it makes the most sense to store events in a column-oriented fashion. Rows vs. Columns.

Storage 142

Storage Data Examples System 142

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. You don’t have to manage servers to run apps, storage systems, or databases at any scale. Was serverless really cloud 2.0

Serverless 75

Serverless Lambda Architecture AWS 75

Cloudera

NOVEMBER 27, 2023

No enterprise wants to bet on technology that will be out of fashion next year. 3: Efforts to simplify deployment architectures are expected to help further accelerate adoption Many organizations are moving their Flink deployments to Kubernetes. Cloudera Perspective: Deployment architecture matters. Takeaway No. Hybrid matters!

Open Source 84

Open Source Conference Storage Architecture 84

O'Reilly Media - Ideas

JANUARY 4, 2023

He also proposes new hardware architectures for artificial intelligence. XetHub is “ a collaborative storage platform for managing data at scale.” Fashion may be the Metaverse’s first killer app. Though it’s fashion that only exists in the Metaverse–a constraint that’s both freeing and limiting.

Trends 119

Trends Artificial Inteligence ChatGPT Linux 119

Netflix Tech

MARCH 7, 2023

Marken Architecture Marken’s architecture diagram is as follows. Marken Architecture Our goal was to help teams at Netflix to create data pipelines without thinking about how that data is available to the readers or the client teams. We refer the reader to our previous blog article for details.

Data 109

Data Media Video Machine Learning 109

Confluent

FEBRUARY 27, 2019

What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless? FaaS as part of the event-driven streaming architecture. All of the above principles hold true from an architecture perspective as well. Provider dependent: 500 MB storage, 128 MB ? Do they complement or compete?

Serverless 109

Serverless Lambda AWS Systems Review 109

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. Finally, SDX separates data context from compute / storage and abstracts data assets from specific analytical frameworks.

Data 82

Data Analytics Government Technical Review 82

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. Storage costs. using list pricing of $0.72/hour hour using a r5d.4xlarge

Cloud 86

Cloud Technical Review Storage Backup 86

OTS Solutions

JUNE 2, 2023

Careful consideration of security measures, such as encryption and secure data storage, is necessary when using mobile apps for predictive maintenance.   In the traditional method, mobile app developers had to buy expensive servers, storage devices, and other computing resources to build their apps. Combining Industry 4.0

Mobile 130

Mobile Artificial Inteligence Industry IoT 130

AWS Machine Learning - AI

SEPTEMBER 26, 2024

In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation. By leveraging the architecture and pre-trained generative capabilities of diffusion models, scientists aim to create visually impressive videos.

Case Study 105

Case Study Video Training Scalability 105

CloudScaling

FEBRUARY 22, 2017

Pre-AWS services had been deployed inside of Amazon that allowed for developers to “order up” compute, storage, networking, messaging, and the like. On the other hand, a failure of the core infrastructure, like storage or networking, could cause a catastrophic failure that would preclude reloading the system trivially.

Infrastructure 100

Infrastructure Software Review DevOps Testing 100

AWS Machine Learning - AI

NOVEMBER 24, 2023

The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. Note that in this solution, all of the storage is in the UI. Doug Tiffan is the Head of World Wide Solution Strategy for Fashion & Apparel at AWS.

eCommerce 104

eCommerce Generative AI Lambda AWS 104

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. Unless a use case actively requires a specific database, companies use S3 for storage and process the data with Amazon Elastic MapReduce (EMR) or Amazon Athena. So, it happened.

AWS 110

AWS Authentication Fashion Data 110

Cloudera

AUGUST 20, 2021

row-level and column-level authorization on database tables) and permissioning of users at folder level within a storage volume such as a cloud bucket (through the Ranger Authorization Service or RAZ). All these security capabilities deliver two important benefits to product strategies: .

Strategy 98

Strategy Data Technical Review Weak Development Team 98

Confluent

SEPTEMBER 25, 2019

Today this process would tend to be executed in semi-automated fashion, each of these functions has some independent software applications that help the humans carry out their actions more efficiently. Databases, after all, have been the most successful infrastructure layer in application development.

Company 56

Company Software Retail Banking 56

Cloudera

FEBRUARY 9, 2021

A typical approach that we have seen in customers’ environments is that ETL applications pull data with a frequency of minutes and land it into HDFS storage as an extra Hive table partition file. The Cost-Effective Data Warehouse Architecture. This architecture has the following benefits . Cost-Effective.

Cloud 72

Cloud Data Storage Analysis 72

Kentik

APRIL 16, 2023

At scale, and primarily when carried out in cloud and hybrid-cloud environments, these distributed, service-oriented architectures and deployment strategies create a complexity that can buckle the most experienced network professionals when things go wrong, costs need to be explained, or optimizations need to be made.

Network 64

Network Applications Development Load Balancer 64

Hu's Place - HitachiVantara

FEBRUARY 1, 2019

Today I will be covering the advances that we have made in the area of hybrid-core architecture and its application to Network Attached Storage. This hybrid-core architecture is a unique approach which we believe will position us for the future, not only for NAS but for the future of compute in general.

Hardware 49

Hardware Architecture Storage Systems Review 49

Netflix Tech

MARCH 10, 2023

are stored in secure storage layers. Amsterdam is built on top of three storage layers. And finally, we have an Apache Iceberg layer which stores assets in a denormalized fashion to help answer heavy queries for analytics use cases. It is also responsible for asset discovery, validation, sharing, and for triggering workflows.

Strategy 105

Strategy Performance Microservices Data 105

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

AWS Machine Learning - AI

DECEMBER 18, 2024

Use natural language in your Amazon Q web experience chat to perform read and write actions in ServiceNow such as querying and creating incidents and KB articles in a secure and governed fashion. ServiceNow Obtain a ServiceNow Personal Developer Instance or use a clean ServiceNow developer environment.

Artificial Inteligence 72

Artificial Inteligence Generative AI Authentication AWS 72

Infinidat

JUNE 8, 2023

Several storage and IT analysts noted that, in the past, Infinidat used to be known as “the best kept secret” in the storage industry. Top 100 Executive Team The leaders on Infinidat’s executive team are highly respected in the enterprise storage industry, with decades of experience and unparalleled acumen.

Marketing 52

Marketing Technical Review Storage Software Review 52

AWS Machine Learning - AI

MARCH 19, 2024

Another is to expose the model to exemplars of intermediate reasoning steps in few-shot prompting fashion. An IAM BedrockBatchInferenceRole role for batch inference with Amazon Bedrock with Amazon Simple Storage Service (Amazon S3) access and sts:AssumeRole trust policies. Both scenarios typically use greedy decoding. SQS queue C.

Performance 115

Performance Lambda Technical Review AWS 115

Altexsoft

SEPTEMBER 19, 2019

Imagine you’re a business analyst in a fast fashion brand, and you have a task to understand why sales of a new clothing line in a given region are dropping and how to increase them while achieving desired profit benchmark. Then to move data to single storage, explore and visualize it, defining interconnections between events and data points.

Business Intelligence 13

Business Intelligence Tools Data Azure 13

Hypergrid

MARCH 24, 2020

No matter how cutting edge that new data storage solution is , regardless of or how much incredible value the sales engineer of the newest HCI platform to hit the market claims you will realize, at some point, there comes a point when it is time to move on. N o two network architectures are identically alike.

Cloud 52

Cloud Google Cloud Azure Architecture 52

Netflix Tech

FEBRUARY 9, 2021

To reduce latency, assets should be generated in an offline fashion and not in real time. This requires an asset storage solution. Asset Storage We refer to asset storage and management simply as asset management. Here’s what the final architecture looked like. First, asset generation is CPU intensive and bursty.

Engineering 68

Engineering Software Review Technical Review Groups 68