Datavail

JUNE 22, 2023

The trends and topics at this event included data analytics, sustainability, application modernization, cloud migration and modernization, AI and machine learning, and operational excellence. Discover technologies like machine learning and serverless computing to gain valuable insights into revolutionizing your industry.

AWS 52

AWS Disaster Recovery Generative AI Storage 52

d2iq

AUGUST 29, 2022

AI and Kubernetes a Perfect Match Another force driving Kubernetes adoption is the rapid maturation of artificial intelligence (AI) and machine learning (ML). DataDog found that more than one-half of all organizations were using serverless computing on one of the three major public cloud providers.

Survey 87

Survey Artificial Inteligence Serverless Artificial Intelligence 87

Perficient

NOVEMBER 28, 2023

Our cutting-edge tools, such as cameras and sensors, offer real-time tracking, supported by AI (artificial intelligence) image recognition. Hexagonal Architecture and DevSecOps: Fundamentals of our operation The state-of-the-art of our ecosystem is defined by a hexagonal architecture , domain-driven design, and event-driven architecture.

Innovation 52

Innovation Technology Artificial Inteligence Artificial Intelligence 52

AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application.

AWS 111

AWS Lambda Generative AI Report 111

AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. You can also explore how you can use Amazon SageMaker Role Manager to build and manage persona-based IAM roles for common machine learning needs directly through the SageMaker console.

Artificial Inteligence 93

Artificial Inteligence Applications Knowledge Base AWS 93

Agile Engine

FEBRUARY 20, 2019

Trend 2: Machine Learning is the New Black. Now that Big Data is officially a boring technology, machine learning became another buzzword hitting the spotlight. In August 2018, deep learning reached the peak of Gartner’s Hype Cycle for Emerging Technologies. Data Storage. Google Cloud Storage.

Big Data 71

Big Data Google Cloud Data Azure 71

Existek

JUNE 20, 2023

It continued expanding beyond databases and authentication to include services like Firebase Cloud Messaging, Firebase Hosting, Firebase Storage, Firebase Analytics, Firebase Performance Monitoring, etc. Firebase offers cloud storage for storing and serving user-generated content such as images, videos, and other files.

Technical Review 52

Technical Review Software Review Authentication Scalability 52

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 87

Artificial Inteligence Serverless Engineering Generative AI 87

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

Knowledge Base 92

Knowledge Base Artificial Inteligence Applications Lambda 92

Prisma Clud

DECEMBER 5, 2023

The rise of AI, machine learning and surging interest in generative AI have increased the volume of data that organizations store in the cloud, creating new risk vectors related to the models themselves. This allows organizations to better understand and control their permissions architecture, with a focus on sensitive data assets.

Cloud 52

Cloud Software Review Malware Analysis 52

Mobilunity

DECEMBER 9, 2021

Visibility means comprehending the internal dynamics of the cloud architecture. Companies are taking a serverless computing course. Many cloud service providers offer features that allow executing code in a serverless environment. We may consider serverless computing as an example of cloud optimization.

Cloud 52

Cloud Google Cloud Azure Serverless 52

AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. After you create a knowledge base, you need to create a data source from the Amazon Simple Storage Service (Amazon S3) bucket containing the files for your knowledge base.

Knowledge Base 98

Knowledge Base Scalability Applications Generative AI 98

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The following diagram summarizes the solution architecture and key components.

Lambda 123

Lambda Generative AI AWS Microservices 123

Linux Academy

APRIL 9, 2019

AWS Certified Machine Learning. Understand AWS architectural best practices. Amazon Web Services describes the ideal candidate as having: Hands-on experience using compute, networking, storage, and database AWS services. An understanding of the basic architectural principles of building on the AWS Cloud.

AWS 60

AWS DevOps Architecture Scalability 60

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

Artificial Inteligence 104

Artificial Inteligence Generative AI AWS Load Balancer 104

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? Look at all these responses! Are Lambdas like containers?

Serverless 53

Serverless Lambda AWS Software Review 53

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. AWS Lambda – AWS Lambda provides serverless compute for processing. Note that in this solution, all of the storage is in the UI. This could be any database of your choice.

Generative AI 88

Generative AI eCommerce Lambda AWS 88

AWS Machine Learning - AI

FEBRUARY 28, 2024

Solution overview There are three critical components in our architecture: Retrieval Augmented Generation (RAG) with database metadata, a multi-step self-correction loop, and Athena as our SQL engine. The following diagram illustrates the solution architecture. The solution architecture and process flow. format('parquet').option('path',

Artificial Inteligence 105

Artificial Inteligence Generative AI AWS Data 105

Stacks on Stacks

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? Are Lambdas like containers?

Serverless 40

Serverless Lambda AWS Software Review 40

AWS Machine Learning - AI

MAY 1, 2024

Solution overview The following diagram illustrates this architecture. Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker, Amazon Bedrock, and Amazon Simple Storage Service (Amazon S3) access. The Amazon Titan answer is incorrect: “The A100 has 80 GB of unified memory.

Artificial Inteligence 93

Artificial Inteligence AWS Training Generative AI 93

AWS Machine Learning - AI

MARCH 15, 2024

Solution overview The following diagram illustrates our solution architecture. Create the bot in Amazon Lex v2 For this use case, we build an Amazon Lex bot that can provide an input/output interface for the architecture in order to call Amazon Bedrock using voice or text from any interface. awscli>=1.29.57 botocore>=1.31.57

Generative AI 113

Generative AI Lambda AWS Artificial Inteligence 113

OTS Solutions

FEBRUARY 16, 2023

It is a shared pool that is made up of two words cloud and computing where cloud is a vast storage space and computing means the use of computers. Suppose a user makes a storage request, database access request, or computing request. These clouds can be of several types. This request then moves to the API gateway.

Cloud 130

Cloud Artificial Inteligence Disaster Recovery Internet 130

Altexsoft

JANUARY 14, 2021

From simple mechanisms for holding data like punch cards and paper tapes to real-time data processing systems like Hadoop, data storage systems have come a long way to become what they are now. We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Is it still so?

Backup 115

Backup Azure Software Review Systems Review 115

Altexsoft

APRIL 26, 2022

We’ll dive deeper into Snowflake’s pros and cons, its unique architecture, and its features to help you decide whether this data warehouse is the right choice for your company. The former extracts and transforms information before loading it into centralized storage while the latter allows for loading data prior to transformation.

Weak Development Team 59

Weak Development Team Data Storage Technical Review 59

Altexsoft

JULY 18, 2023

This article will expose Apache Spark architecture, assess its advantages and disadvantages, compare it with other big data technologies, and provide you with the path to learning this impactful instrument. Machine learning. For this, we have a short, engaging video. How data engineering works in a nutshell.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Confluent

SEPTEMBER 26, 2019

Apache Kafka is an event streaming platform that combines messages, storage, and data processing. explains in more detail why many new integration architectures leverage Apache Kafka instead of legacy tools like RabbitMQ, ETL, and ESB. Kafka Connect is a core component in event streaming architecture.

Analytics 20

Analytics Serverless Blockchain Microservices 20

O'Reilly Media - Ideas

MAY 19, 2020

These services are also designed to function as gateway drugs to cloud services: e.g., Microsoft integrates its on- and off-premises Excel client experience with its PowerBI cloud analytics service, as well as with its ecosystem of Azure-based advanced analytics and machine learning (ML) services. Serverless Stagnant.

Cloud 143

Cloud Microservices Serverless Survey 143

CIO

JANUARY 26, 2023

That way the group that added too many fancy features that need too much storage and server time will have to account for their profligacy. Some tools for surveying enterprise architectures or managing software governance now track costs at the same time. The good programmers who don’t use too much RAM and disk space can be rewarded.

Tools 291

Tools Cloud Artificial Inteligence Artificial Intelligence 291

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. Action groups are a set of APIs and corresponding business logic, whose OpenAPI schema is defined as JSON files stored in Amazon Simple Storage Service (Amazon S3). The following diagram illustrates the architecture for a knowledge base with an embeddings model.

Knowledge Base 113

Knowledge Base Insurance Lambda AWS 113

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension. Data evolution.

Architecture 89

Architecture Programming Microservices Serverless 89

AWS Machine Learning - AI

NOVEMBER 30, 2023

Machine learning techniques can help you discover such images. “ The previous post discussed how you can use Amazon machine learning (ML) services to help you find the best images to be placed along an article or TV synopsis without typing in keywords. You upload an image to an Amazon S3 bucket.

AWS 88

AWS Lambda Generative AI Applications 88

Openxcell

MAY 12, 2023

Through AWS, Azure, and GCP’s respective cloud platforms, customers have access to a variety of storage, computation, and networking options.Some of the features shared by all three systems include fast provisioning, self-service, autoscaling, identity management, security, and compliance. What is AWS Cloud Platform?:

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Kentik

FEBRUARY 20, 2023

Gaining access to these vast cloud resources allows enterprises to engage in high-velocity development practices, develop highly reliable networks, and perform big data operations like artificial intelligence, machine learning, and observability. The resulting network can be considered multi-cloud.

Network 97

Network Infrastructure Cloud Artificial Inteligence 97

Altexsoft

MAY 20, 2020

IoT architecture layers. These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. The core intelligent solution, AWS IoT Analytics , automatically collects and cleans data before transmitting it to a time-series storage for further analysis. AWS IoT Analytics.

IoT 141

IoT Azure AWS Transportation 141

Apps Associates

JUNE 22, 2022

Introducing Amazon EC2 I4i instances – Designed for storage I/O intensive workloads, I4i instances are powered by 3rd generation Intel Xeon Scalable processors (code named Ice Lake) with an all-core turbo frequency of 3.5 I4i instances offer up to 30 TB of NVMe storage from AWS Nitro SSDs. New Instance Types: I4i. GHz, up to 7.6

AWS 52

AWS IPv6 Storage Serverless 52

Altexsoft

SEPTEMBER 21, 2023

In 2023, Elasticsearch introduced the Elasticsearch Relevance Engine (ESRE) , a powerful upgrade integrating AI and machine learning into search. Elasticsearch supports machine learning algorithms that can automatically model and analyze the behavior of your data in real time, providing valuable insights and predictions.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Kentik

FEBRUARY 14, 2023

With software architectures increasingly adopting distributed, cloud-based models , network infrastructures have become complex webs of virtual and physical devices. With storage metadata, data platforms offer engineers opportunities for additional insights into data access, resource allotment and capacity, performance, and more.

Network 52

Network Data Artificial Inteligence Analysis 52