Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. The events are then published to a message broker or event bus.

Software Review 59

Software Review Systems Review System Lambda 59

Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. Organized Data Storage AWS S3 (Simple Storage Service) stores the structured, unstructured, or semi-structured data. Ensuring that crisp information reaches the users is of utmost importance.

Healthcare 52

Healthcare AWS Lambda Data 52

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 40

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

Microservices 53

Microservices AWS Architecture Applications 53

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS PHP 40

Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. Implementation: Deploying functions using AWS Lambda, triggered by events, eliminating the need for managing servers and allowing developers to focus on writing code.

Trends 52

Trends Innovation Cloud Serverless 52

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Artificial Inteligence 116

Artificial Inteligence Generative AI Security Applications 116

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. There are many logs and metrics, and they are all over the place.

Metrics 84

Metrics Government Lambda Systems Administration 84

Linux Academy

MAY 2, 2019

In a typical application, either run in a traditional datacenter or colocation facility, you’re paying for the application itself, the underlying OS, hypervisor, storage, servers or VMs, SAN, networking, power, and so on. Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further.

AWS 84

AWS Linux Storage Lambda 84

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 72

Serverless Microservices Lambda IoT 72

Linux Academy

MAY 1, 2019

In a typical application, either run in a traditional datacenter or colocation facility, you’re paying for the application itself, the underlying OS, hypervisor, storage, servers or VMs, SAN, networking, power, and so on. Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further.

AWS 60

AWS Linux Storage Lambda 60

Linux Academy

MAY 1, 2019

In a typical application, either run in a traditional datacenter or colocation facility, you’re paying for the application itself, the underlying OS, hypervisor, storage, servers or VMs, SAN, networking, power, and so on. Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further.

AWS 60

AWS Linux Storage Lambda 60

iTexico

APRIL 15, 2020

The real transformation is in the adoption of serverless architecture, microservices, workflow automation. iTexico recommended AWS Lambda, a highly dynamic and scalable serverless computing platform with pay-as-you-go and use service model. Google, last year was very profitable. It scales automatically depending on the workloads.

Lambda 52

Lambda Serverless AWS Case Study 52

Capgemini

APRIL 20, 2022

Built with microservices and cloud-native architecture, DCP provides a scalable and extensible platform to support future business growth, including multiple brands management, geographic expansion, and analytics enabled by artificial intelligence. Solution architecture. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 114

Generative AI Lambda AWS Artificial Inteligence 114

RapidValue

AUGUST 4, 2020

There is a lack of visibility which leads to various application and network performance issues, including the inability to deliver against service agreements. Imperfect architecture design leads to applications that are poorly designed for cloud-based platforms. Design workloads for scalability and Cache storage strategically.

Cloud 92

Cloud How To Azure AWS 92

O'Reilly Media - Ideas

JANUARY 14, 2020

, authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. AWS Lambda is the canonical example and can be invoked from applications directly or triggered by other AWS services.

Serverless 52

Serverless Lambda AWS Architecture 52

AWS Machine Learning - AI

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 98

AWS Lambda Applications Generative AI 98

Stackery

APRIL 8, 2019

Among the headlines of the 2018 study mangled by overly excited people on Twitter was the notion that teams using cloud are 23 times as likely to be elite performers relative to other software teams. From an outcomes perspective, you are 23 times more likely to be an elite performing software team if you are using the cloud properly.

Cloud 49

Cloud Serverless AWS Storage 49

AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. tools = [ Tool( name="Pressrelease", func=lambda q: str(index.as_query_engine().query(q)), Solution overview In this post, we demonstrate how to create a RAG-based application using LlamaIndex and an LLM.

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

Netflix Tech

JULY 30, 2019

While we’re not (yet) actively measuring the nth percentiles, our production workloads speak for Conductor’s performance. External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore. As such, Conductor 2.x

Lambda 75

Lambda Weak Development Team Systems Review Metrics 75

AWS Machine Learning - AI

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 102

Artificial Inteligence Lambda Generative AI Knowledge Base 102

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. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution. Navigate to the lambdalayer folder.

Knowledge Base 92

Knowledge Base Artificial Inteligence Applications Lambda 92

AWS Machine Learning - AI

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. The following diagram illustrates the solution architecture. The schema allows the agent to reason around the function of each API.

Knowledge Base 114

Knowledge Base Insurance Lambda AWS 114

The Citus Data

DECEMBER 7, 2019

The Windows Data and Intelligence team had been using a Lambda architecture for the Online Analytical Processing (OLAP) cubing workloads that powered the RQV analytics dashboard. Unfortunately, the architecture they were using for OLAP cubing workloads had encountered a significant obstacle.

Azure 53

Azure Analytics Windows Weak Development Team 53

Palo Alto Networks

JUNE 25, 2019

This feature provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Learn more about the VM-Series for inline use cases (datasheet with performance information). Rapid detection and response against advanced attacks.

AWS 45

AWS Firewall Lambda Network 45

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution architecture The following diagram illustrates the solution architecture. Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels.

Generative AI 93

Generative AI Lambda AWS Technical Review 93

AWS Machine Learning - AI

APRIL 11, 2024

For optimal performance, you should customize the solution to your specific use case and existing IDP pipeline setup. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 94

Artificial Inteligence Lambda AWS Machine Learning 94

Ruminations of a Programmer

DECEMBER 31, 2014

You cannot afford to store all of them in a database on disk since it will incur an unrealistic performance penalty to serve queries in real time. You need to find clever ways to optimize your storage, employ algorithms and data structures that use sublinear space and yet deliver information in real time.

Data 54

Data Machine Learning Artificial Inteligence Analytics 54

Palo Alto Networks

JUNE 25, 2019

This feature provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Learn more about the VM-Series for inline use cases (datasheet with performance information). Rapid detection and response against advanced attacks.

AWS 40

AWS Firewall Lambda Network 40

Linux Academy

JANUARY 29, 2019

Used across a variety of programs and languages for a vast array of reasons, YAML is a popular choice for data storage, configuration files, configurations management, and more. Students will get hands-on by installing and configuring containers and thoughtfully selecting a persistent storage strategy.

Linux 60

Linux Technical Review AWS Big Data 60

The Agile Monkey

DECEMBER 22, 2022

Booster Architecture Modeling a reactive backend is made easy with these building blocks! As an example, here is a subset of the backend we created for the Live Questions app: Live Questions Booster Architecture Let’s create our Booster backend! The high level of abstraction makes it intuitive, even for non-technical people.

Scalability 98

Scalability AWS Authentication Open Source 98

Hypergrid

JANUARY 21, 2019

Compare that to how you operated in the on-premises world, where you controlled not just the servers, but also each individual path from server to storage and the perimeter around both. This data is collated against inventory, performance, and utilization data collected from either your existing IT systems or your detailed AWS bill.

AWS 40

AWS Tools Lambda Disaster Recovery 40

Hypergrid

JANUARY 21, 2019

Compare that to how you operated in the on-premises world, where you controlled not just the servers, but also each individual path from server to storage and the perimeter around both. This data is collated against inventory, performance, and utilization data collected from either your existing IT systems or your detailed AWS bill.

AWS 40

AWS Tools Lambda Disaster Recovery 40

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 124

Lambda Generative AI AWS Microservices 124

Linux Academy

JUNE 25, 2019

Towards the end of the course, the student will experience using CloudFormation with other technologies like Docker, Jenkins, and Lambda. This course gives hands-on experience with the microservice architecture and shows why this method has become highly sought after. Google Cloud Concepts. How to Get a Linux Job. Essentials .

Linux 60

Linux Course Cloud Google Cloud 60

Netflix Tech

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. Experiment with different neural network architectures.

Testing 65

Testing Training Continuous Integration AWS 65