Dzone - DevOps

MAY 1, 2023

For example, traditional data structures in relational databases started to move forward to a new approach that enables to storage and retrieval of key-value and document data structures using NoSQL databases.

Serverless 83

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AWS Machine Learning - AI

MARCH 7, 2024

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. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. In this example, the prompt for the background is “London city background.”

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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.

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Lambda AWS Software Review Serverless 40

Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB.

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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.

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Perficient

DECEMBER 13, 2023

Regulatory Compliance Obligations Healthcare must comply with various laws and regulations, for example, HIPPA, which makes it essential that the systems, vendors, and processes managing the sensitive data are also compliant. Organized Data Storage AWS S3 (Simple Storage Service) stores the structured, unstructured, or semi-structured data.

Healthcare 52

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Perficient

MAY 30, 2023

For example, a consumer can listen for status update events and update the corresponding records in PostgreSQL, ensuring real-time updates are propagated. API Gateway can handle incoming requests from the web UI and trigger the Lambda function for further processing. Node.js: The Node.js

Software Review 59

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Modus Create

MAY 15, 2023

You don’t have to manage servers to run apps, storage systems, or databases at any scale. For example, one of our clients wanted a new reporting function in its monolith ruby-based application. Since it was an isolated feature, we created a separate Lambda function for it on AWS. Is vendor lock-in a major concern?

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Xebia

AUGUST 8, 2023

An example would be retrieving a total at a specific point in time based on a list of transactions. Given this query, the getTotalByOwner function in transaction/lambda/database.ts We can therefore save a bit of storage space by adding a summary every X records (10 in the code example).

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Apiumhub

MARCH 12, 2024

Technical Example : Edge Computing in IoT Scenario: In an IoT deployment, edge computing processes sensor data locally on edge devices, reducing latency and bandwidth usage. Technical Example : Quantum Cloud Computing Scenario: Quantum cloud services leverage quantum processors to solve complex problems like factorization or optimization.

Trends 52

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Cloudera

JANUARY 6, 2021

Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. In this post, several operations will be explained and demonstrated along with example output. For context, all example operations in this specific blog post are run with a CDSW deployment.

Machine Learning 131

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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.

Serverless 72

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AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

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Palo Alto Networks

MARCH 10, 2021

Based on this more in-depth inspection, customers can choose to enable alerts for a wide range of security issues, for example: High priority security alerts : Attacks for known exploits (for example, an attempt to exploit CVE-2017-5638 for Apache Struts-based web servers running in AWS).

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O'Reilly Media - Ideas

DECEMBER 21, 2018

Amazon Web Services AWS: AWS Fundamentals — Richard Jones walks you through six hours of video instruction on AWS with coverage on cloud computing and available AWS services and provides a guided hands-on look at using services such as EC2 (Elastic Compute Cloud), S3 (Simple Storage Service), and more.

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Modus Create

AUGUST 25, 2020

A possible solution to this would be manually adding permissions (access from a specified IP address for example) to an instance’s security group, but this could be very error prone and inconsistent as people could forget to remove permissions or remove the wrong permissions. The CIS security best practices for AWS (4.1)

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AWS Lambda Open Source Authentication 89

O'Reilly Media - Ideas

JANUARY 14, 2020

While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. Serverless offerings tend to fall into two types: Backends as a Service (BaaS) - BaaS provides serverless approaches to handle things like storage, authentication, and user management.

Serverless 52

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AWS Machine Learning - AI

APRIL 18, 2024

The following is an example of a customized Terraform-based AWS Landing Zone solution, in which each application resides in its own AWS account. In parallel, the AVM layer invokes a Lambda function to generate Terraform code. For creating lambda function, please follow instructions. Access to Amazon Bedrock models.

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AWS Lambda Applications Generative AI 92

Existek

JANUARY 11, 2022

They provided a few services like computing, Azure Bob storage, SQL Azure, and Azure Service Bus. For example, they considerably revised the cloud strategy due to the need to transform the delivery model from PaaS to IaaS, thus renaming Windows Azure to Microsoft Azure in 2014. . Migration and transfer. Business apps. Game tech .

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AWS Machine Learning - AI

JANUARY 26, 2024

Lastly, we connect these together with an example LLM workload to describe an approach towards architecting with defense-in-depth security across trust boundaries. We then discuss how building on a secure foundation is essential for generative AI.

Artificial Inteligence 117

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AWS Machine Learning - AI

APRIL 8, 2024

When prompted, RAG first searches text corpora to retrieve the most relevant examples to the input. During response generation, the model considers these examples to augment its capabilities. For this example, we need an ml.g5.2xlarge instance, which is the default instance suggested by SageMaker JumpStart.

Artificial Inteligence 95

Artificial Inteligence Applications Knowledge Base AWS 95

Infinidat

SEPTEMBER 2, 2019

Neutrix is our cloud-adjacent storage platform located in datacenters with Amazon AWS, Microsoft Azure and Google GCP. Amazon Lambda “serverless” compute and Google AutoML are two excellent examples of a cloud provider giving its cloud tenants a better solution to their compute needs. Click here.

Cloud 40

Cloud Mobile Data Storage 40

Modus Create

SEPTEMBER 11, 2019

If you are using GitHub or Bitbucket , you will have to create an AWS CodeBuild project to watch the repository, build a zip, and upload the artifact to Simple Storage Service (S3). If you are using AWS CodeCommit , you will have to create a Lambda trigger that creates a new pipeline for each branch. stack-name example-s3.

AWS 41

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Palo Alto Networks

OCTOBER 17, 2019

What does this mean for that mile-deep pile of customer data you currently store in Amazon Simple Storage Service (S3)? . For data you already have stored, it is recommended that you use data loss prevention (DLP) products to scan public cloud storage. . How will this impact your public cloud security and compliance program? .

Cloud 47

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AWS Machine Learning - AI

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. The following are some example prompts: Create a new claim. This method allows you to enhance the model’s performance by providing labeled examples associated with a particular task. Gather evidence for claim 5t16u-7v.

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Netflix Tech

JULY 30, 2019

The Netflix Media Database (NMDB) is one such example. 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

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Lambda Weak Development Team Systems Review Metrics 75

AWS Machine Learning - AI

APRIL 24, 2024

The workflow is composed of the following steps: The process begins when a user requests the assistant to perform a task; for example, asking for the maximum data points for a specific IoT device device_xxx. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 98

Artificial Inteligence Lambda Generative AI Knowledge Base 98

Capgemini

APRIL 20, 2022

For example, the product-management business process provides functions to create a product catalog, search products, and manage real-time menu updates. For example, the product association API manages the metadata for the fields of association types. Figure 3 – DCP business functions. Figure 6 – DCP architecture on AWS.

Cloud 52

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Honeycomb

FEBRUARY 22, 2022

They aggregate well and take up a fixed amount of storage space. Some examples of the latter might be: Linux, Docker, MySql, Amazon RDS, Kafka, AWS Lambda, GCP gateways, memcache, CI/CD pipelines, Kubernetes, etc. Metrics are a mature technology that’s been around for over 30 years, and they have some real advantages.

Metrics 110

Metrics Software Review Systems Review Hardware 110

CircleCI

JUNE 6, 2022

Our tutorials are platform-agnostic, but use CircleCI as an example. Stacks, queues, trees, linked lists, and graphs are examples of user-defined data structures. This tutorial will focus on lists and dictionaries and how developers can use them for optimizing data storage and retrieval within an application.

Applications 52

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AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent. By exposing the model to these examples, it learns to respond in a similar manner.

Generative AI 94

Generative AI Lambda AWS Technical Review 94

The Agile Monkey

DECEMBER 22, 2022

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! To add the dotenv module or other dependencies to your project, you can use the npm install command, for example: npm install dotenv. ", "auth0": "^2.30.0",

Scalability 98

Scalability AWS Authentication Open Source 98

Palo Alto Networks

JUNE 25, 2019

Based on this more in-depth inspection, customers can choose to enable alerts for a wide range of security issues, for example: High priority security alerts : Attacks for known exploits, for example, an attempt to exploit CVE-2017-5638 for Apache Struts-based web servers running in AWS.

AWS 43

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Hypergrid

JANUARY 21, 2019

On AWS for example, cost control and security/compliance management are the two major issues that come up when operating at scale. As a simple example, consider an application running on an EC2 instance that needs to access an object in S3. Lambda – Cost Optimization. Lambda – Wasted Invocations.

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Hypergrid

JANUARY 21, 2019

On AWS for example, cost control and security/compliance management are the two major issues that come up when operating at scale. As a simple example, consider an application running on an EC2 instance that needs to access an object in S3. Lambda – Cost Optimization. Lambda – Wasted Invocations.

AWS 40

AWS Tools Lambda Disaster Recovery 40

Honeycomb

OCTOBER 29, 2020

Have you seen Lambda: A Serverless Musical ? For example, a company providing email focuses on products that consist of email workflow features that are constantly being developed and shipped to users. In my personal example, buying doesn’t mean that you shouldn’t have an observability team. If not, you really have to.

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Serverless Weak Development Team Software Engineering Infrastructure 67

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.

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Linux Technical Review AWS Big Data 60