Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. Let’s have a look into an example of building an event-driven architecture.

Technical Review 41

Technical Review Serverless Systems Review Retail 41

AWS Machine Learning - AI

NOVEMBER 22, 2023

In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart. An OpenSearch Serverless collection. Store the document embedding in OpenSearch Serverless.

Artificial Inteligence 87

Artificial Inteligence Serverless Engineering Generative AI 87

The Agile Monkey

MARCH 22, 2019

Introduction Serverless computing is a hot topic in technology right now. As a result of this interest, all the main cloud vendors are providing their own serverless solutions. As we mentioned before, OpenWhisk is an event-driven serverless platform. Openwhisk internal architecture (image from [link] ).

IoT 40

IoT Applications Serverless Architecture 40

Netflix Tech

SEPTEMBER 29, 2022

Notice the three Cosmos subsystems: Optimus, an API layer mapping external requests to internal business models, Plato, a workflow layer for business rule modeling, and Stratum, the serverless layer for running stateless and computational-intensive functions. System Architecture Timestone is a gRPC-based service.

System 85

System Off-The-Shelf Serverless Fashion 85

Protera

OCTOBER 25, 2022

Abstraction – Public cloud users can eliminate hardware layers with technologies like containerization and serverless computing. LinkedIn offers a helpful multi-part comparison of the “big three” cloud providers complete with SAP-specific analysis. Cloud migration. Migration is a complex multi-step process.

Cloud 52

Cloud How To Azure Weak Development Team 52

Bernd Rucker

MAY 14, 2020

Powerful Serverless Function Orchestration using BPMN and Cloud-Native Workflow Technology Assume you want to coordinate multiple Lambdas to achieve a bigger goal. The example leverages the Serverless Framework for this (but you could also deploy in your favorite way). Follow the read-me of [link].

Lambda 52

Lambda AWS Cloud Hotels 52

Existek

JUNE 20, 2023

Firebase Cloud Functions allows developers to write serverless functions that can respond to events and trigger backend logic. It integrates with other Firebase services and external APIs, enabling developers to build serverless backends and automate tasks. Looking for a more detailed comparison of AWS Amplify vs. Firebase?

Technical Review 52

Technical Review Software Review Authentication Scalability 52

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. As quality of a software’s architecture is essential, yet very difficult to apprehend and measure.

Metrics 95

Metrics Architecture Research Software 95

Xebia

JULY 20, 2023

The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. This is especially true if you consider the scale at which the serverless platform providers typically operate. What Does Serverless Wasm Look Like? Wasm does not have such baggage, which is rather fortunate for serverless use cases.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

Mobilunity

NOVEMBER 17, 2021

Comparisons Between Three Cloud Computing Models. With App Engine and the Google cloud solution architecture , developers can build highly scalable applications on a fully managed serverless platform. The AWS cloud infrastructure architecture is stored directly in the cloud, and any users can immediately access it.

Software Review 52

Software Review How To Google Cloud Systems Review 52

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

Serverless 68

Serverless Azure AWS Architecture 68

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

MAY 19, 2020

A comparison of respondent organization size and share of applications hosted in the cloud. Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). Serverless Stagnant. 4 By the same margins—i.e.,

Cloud 143

Cloud Microservices Serverless Survey 143

Altexsoft

JANUARY 14, 2021

We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Before jumping into the comparison of available products right away, it will be a good idea to get acquainted with the data warehousing basics first. Data warehouse architecture.

Backup 115

Backup Azure Software Review Systems Review 115

Mike Roberts

NOVEMBER 14, 2017

The cost of runtime performance differences between Lambda language runtimes may pale in comparison with this. However one of the joys of Lambda, and Serverless in general, is the automatic and vast scaling capabilities it gives us. Need help with Lambda, or other Serverless technologies? the human element. Configuration?—?Memory,

Lambda 52

Lambda Software Review AWS Systems Review 52

Honeycomb

JANUARY 19, 2022

Time-over-time comparison: Compare any set of requests with the similar requests from an earlier comparable time period, for example see how this time window compares to the same time window one week ago. See inside your serverless execution. While deploying serverless code is fairly easy, debugging can be a pain.

Development 52

Development Serverless Software Review Windows 52

AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. In this post, we provide a comparison of results obtained by two such techniques: zero-shot and few-shot prompting. The following reference architecture diagram in Figure 3 illustrates the fully managed RAG pattern with Knowledge Bases for Amazon Bedrock on AWS.

Generative AI 89

Generative AI Artificial Inteligence Report Healthcare 89

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. Also, Snowflake has a unique architecture that can scale up and down based on the requirements and workloads. Snowflake architecture overview.

Weak Development Team 59

Weak Development Team Data Storage Technical Review 59

Openxcell

MAY 12, 2023

In comparison of AWS, GCP, and Azure’s capabilities and maturity, AWS is now significantly larger than both Azure and Google Cloud Platform. Besides IaaS and PaaS, Google Cloud Platform provides serverless options, including computation, databases, storage, networking options, and database management.

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Xebia

AUGUST 29, 2023

It is for this reason that the title of this blog post draws a comparison between VPC Lattice and AWS Transit Gateway. In a well-architected microservice architecture, there is a good chance this is true. So far, the most common solution has been AWS Transit Gateway because it scales best to increasing levels of complexity.

AWS 130

AWS Load Balancer Microservices Lambda 130

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 105

Artificial Inteligence Generative AI AWS Load Balancer 105

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. Two key abstractions in Spark architecture are the Resilient Distributed Dataset (RDD) and the Directed Acyclic Graph (DAG).

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. The following diagram illustrates the architecture for a knowledge base with an embeddings model. The embeddings are used to create a vector index, enabling semantic similarity comparisons between user queries and data source text.

Knowledge Base 114

Knowledge Base Insurance Lambda AWS 114

Altexsoft

SEPTEMBER 21, 2023

How Elasticsearch works: Core concepts The architecture of Elasticsearch is built to be distributed, meaning its capabilities, including storing data, executing searches, and processing analytics, are not limited to a single machine or server. Key components of the Elasticsearch architecture.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Netflix Tech

NOVEMBER 2, 2021

Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. via bug fixes).

Microservices 68

Microservices Video Metrics Media 68

Perficient

JANUARY 7, 2023

Part 1: Overview, Architecture, Features. In order to identify the difference in the development, let’s quickly recap architectural features of XM Cloud that affect: there are no more Content Delivery (CD) servers available. Let’s take a look at this latest and shiny SaaS offering! Part 2: New Tools and Interfaces.

Cloud 64

Cloud Development Applications Windows 64

Perficient

MAY 10, 2023

There is no comparison between the two; rather, it is more like the difference between walking and flying. Facebook created GraphQL in 2012 (and made it available to the public in 2015) to address many issues with traditional REST architecture by creating a new, declarative, client-driven, and performant system. How does GraphQL work?

Guidelines 64

Guidelines Open Source Architecture Serverless 64

Altexsoft

DECEMBER 14, 2022

While you definitely saw the Docker vs Kubernetes comparison, these two systems cannot be compared directly. Docker architecture core components. Docker Architecture. Docker uses a client-server architecture where the Docker client communicates with the Docker daemon via a RESTful API, UNIX sockets, or a network interface.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

Agile Engine

JANUARY 17, 2024

Current large language models (LLMs) leverage the transformer architecture of neural networks, which excels in Natural Language Processing (NLP) compared to previous approaches that relied on token chains resembling time series (such as those utilizing LSTMs). Image: Comparison between the big three cloud providers Step 2.

Artificial Inteligence 52

Artificial Inteligence Development Software Review Training 52

LogRocket

OCTOBER 30, 2018

and serverless backends, things are changing with respect to how errors can be identified and handled. Assuming a typical microservice architecture, the React app is Dockerized for deployment in any cloud provider. So, monitoring was focussed on the server. Now with client-side javascript apps (React, Vue, Angular, etc.)

Weak Development Team 40

Weak Development Team Metrics Software Review Microservices 40

Altexsoft

SEPTEMBER 11, 2019

The name of a framework is read as English “view”, and it corresponds to the traditional Model- View -Controller (MVC) architecture. can’t be used with a different architectural approach like Component Based Architecture (CBA) used in React. Model View Controller architecture. focuses the view layer by default.

Weak Development Team 19

Weak Development Team Programming UI/UX MVC 19

Codegiant

JULY 2, 2020

Versioning and aliasing for serverless requests?—?Track Amazons’ architecture is notorious for increasing the availability and durability of your repository data. Here’s a great comparison table (GitHub vs. CodeCommit) by Artur Yolchyan, an expert software developer running Code Skills. No need for 3rd party apps.

Software Review 52

Software Review Open Source Systems Review AWS 52

Altexsoft

SEPTEMBER 11, 2019

The name of a framework is read as English “view”, and it corresponds to the traditional Model- View -Controller (MVC) architecture. can’t be used with a different architectural approach like Component Based Architecture (CBA) used in React. Model View Controller architecture. focuses the view layer by default.

Weak Development Team 8

Weak Development Team Programming UI/UX MVC 8

iTexico

AUGUST 9, 2019

These services may include disaster recovery, the Internet of Things, serverless computing, and so on so forth. However, since it’s not connected to IIS, it’s capabilities are limited in comparison to a web role. We want to make sure to preface this section by saying we’re not aiming to be a one-stop guide.

Azure 8

Azure Cloud Disaster Recovery Data Center 8

O'Reilly Media - Ideas

JANUARY 25, 2022

What are the bigger changes shaping the future of software development and software architecture? When doing year-over-year comparisons, we used the first nine months of 2020. It includes almost everything, from programming languages to cloud to architecture and more. This report is about those transitions. Software Development.

Trends 109

Trends Technical Review Technology Artificial Inteligence 109

Altexsoft

MARCH 30, 2023

The relatively new storage architecture powering Databricks is called a data lakehouse. To dive deeper into details, read our article Data Lakehouse: Concept, Key Features, and Architecture Layers. These improvements become possible due to the core components of the Databricks architecture — Delta Lake and Unity Catalog.

Weak Development Team 64

Weak Development Team Machine Learning Artificial Inteligence Software Review 64

O'Reilly Media - Ideas

JANUARY 25, 2021

The most successful superstream series focused on software architecture and infrastructure and operations. The in-person O’Reilly Software Architecture Conference was small but growing. We’re just saying that when you make comparisons, you have to be careful about exactly what you’re comparing. serverless, a.k.a.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145