AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 111

Generative AI AWS Artificial Inteligence Enterprise 111

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

JANUARY 29, 2025

However, even in a decentralized model, often LOBs must align with central governance controls and obtain approvals from the CCoE team for production deployment, adhering to global enterprise standards for areas such as access policies, model risk management, data privacy, and compliance posture, which can introduce governance complexities.

Generative AI 87

Generative AI Organization Enterprise Artificial Inteligence 87

CIO

DECEMBER 22, 2023

Skills: Relevant skills for a cloud systems engineer include networking, automation and scripting, Python, PowerShell, automation, security and compliance, containerization, database management, disaster recovery, and performance optimization. Role growth: 18% of businesses have added data architect roles as part of their cloud investments.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

Stackery

APRIL 7, 2020

Stackery’s secure serverless platform for AWS offers teams a key resource to help realize the promise of serverless – by automating otherwise complex infrastructure processes, we enable you to leverage the massive suite of AWS tools and services with minimal management overhead. Stackery’s serverless platform helps teams: .

Serverless 66

Serverless Development AWS Architecture 66

Perficient

FEBRUARY 13, 2025

By centralizing metadata management, access controls, and data lineage tracking, it simplifies compliance, reduces complexity, and improves query performance across diverse data environments. The serverless SQL warehouses have been kind of a game changer for me because they spin up immediately and size elastically.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index.

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

Mobilunity

DECEMBER 26, 2024

In the current digital environment, migration to the cloud has emerged as an essential tactic for companies aiming to boost scalability, enhance operational efficiency, and reinforce resilience. Our checklist guides you through each phase, helping you build a secure, scalable, and efficient cloud environment for long-term success.

AWS 52

AWS Cloud Weak Development Team DevOps 52

Palo Alto Networks

JANUARY 25, 2021

At Palo Alto Networks, our team is committed to delivering comprehensive Cloud Workload Protection capabilities across the cloud native continuum – securing hosts, containers and Kubernetes, and serverless functions – both at runtime and across the application lifecycle. Host Security: Custom Compliance Policies.

Cloud 98

Cloud Serverless Compliance Policies 98

CIO

NOVEMBER 29, 2023

Platform lock-in occurs when you have a complete cloud foundation configuration (resource grouping, policies, RBAC, hybrid connectivity, monitoring, compliance, etc.) Transferring large amounts of data can also lead to downtime and potential data loss, and ensuring consistent performance and scalability during the transition is crucial.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. For the web portal component, we are currently deploying the Streamlit application in a local desktop environment.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

DECEMBER 11, 2024

Like any large organization, we have information firewalls between teams that help us properly safeguard customer information and adhere to privacy and compliance rules. He is passionate about serverless technologies, mobile development, leveraging Generative AI, and architecting innovative high-impact solutions.

AWS 101

AWS Generative AI Technical Review Artificial Inteligence 101

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

Generative AI 92

Generative AI AWS Applications Serverless 92

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

Serverless 52

Serverless Applications Cloud AWS 52

Prisma Clud

JULY 7, 2023

This shift has allowed organizations to take advantage of infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS) — all of which deliver increased scalability, cost-effectiveness, flexibility and improved efficiency. Incidents like these often result from poorly implemented cloud compliance policies.

Compliance 52

Compliance Security Cloud Data 52

Altexsoft

JANUARY 14, 2021

By the level of back-end management involved: Serverless data warehouses get their functional building blocks with the help of serverless services, meaning they are fully-managed by third-party vendors. Scalability opportunities. Scalability. The variety of data explodes and on-premises options fail to handle it.

Backup 115

Backup Azure Software Review Architecture 115

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Scalability and Elasticity.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

Hacker Earth Developers Blog

SEPTEMBER 25, 2023

Cloud-nativity, serverless, open-source containerization, and other technology developments must be used to fuel accelerated, high-volume deployment. Performance optimization and scalability Performance optimization can’t be achieved without the visibility provided by observability. to analyze capabilities correctly.

Weak Development Team 130

Weak Development Team Development DevOps UI/UX 130

Lacework

DECEMBER 7, 2022

As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. Cloud security posture management, or CSPM, is a solution that enables organizations to assess the security and compliance posture of cloud-native applications. So, what is CSPM?

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

AWS Machine Learning - AI

MARCH 5, 2025

Regulatory Framework References - Specify relevant regulatory frameworks or compliance requirements - Example: "What [Regulation] compliance requirements are specified for [specific process]?" Operating income in 2023 improved 201% year-over-year from $12.2B 201% $12.2B What was Amazons operating margin in 2023?

Generative AI 75

Generative AI Systems Review Artificial Inteligence Software Review 75

RapidValue

APRIL 20, 2020

With faster deployments, scalability and improved visibility across applications, cloud computing is a hit among DevOps-minded teams. Leveraging the automation and scalable features of cloud computing, DevOps teams can drive innovation, achieve agility, resilience and increased business value. The Rise of Serverless.

DevOps 69

DevOps Trends Artificial Inteligence Serverless 69

Kaseya

NOVEMBER 9, 2023

Storage: Cloud storage acts as a dynamic repository, offering scalable and resilient solutions for data management. It promotes accessibility, collaboration and scalability, allowing organizations to quickly get up and running with an app at minimal upfront cost.

Cloud 105

Cloud Disaster Recovery Infrastructure Artificial Inteligence 105

Mobilunity

MARCH 25, 2025

It also provides insights into each language’s cost, performance, and scalability implications. Given its clear syntax, integration capabilities, extensive libraries with pre-built modules, and cross-platform compatibility, it has remained at the top for fast development, scalability, and versatility.

Software Review 40

Software Review Software Development Software Development 40

Netlify

OCTOBER 5, 2021

We believe this is a sign of the increasing power and capability of Jamstack as an architecture, and it ties in to the greater use of serverless functions (see below). This is a strong vote for the scalability of the Jamstack architecture, so we dug deeper into that data on the developers who build these extremely popular sites.

Survey 84

Survey Serverless Web Development Architecture 84

Tenable

SEPTEMBER 19, 2024

The complexities inherent in cloud-native workloads – including microservices, containers and serverless functions – render traditional VM approaches ineffective. Traditional monolithic applications no longer dominate technology stacks, with distributed microservices and dynamic, scalable environments becoming the new standard.

Cloud 74

Cloud Microservices How To Serverless 74

Palo Alto Networks

MARCH 25, 2020

These enhancements empower organizations to implement cloud security across the full DevOps lifecycle on any cloud and any stack, and ultimately unite previously divided lines of business toward a common goal: implementation of a DevSecOps methodology to drive secure business innovation, scalability and growth. Serverless Security .

DevOps 69

DevOps Cloud Serverless Software Review 69

Mobilunity

JANUARY 28, 2025

As cloud computing continues to reinvent business operations, effective cloud cost management has become a backbone of profitability and scalability. Enhanced scalability and flexibility By managing and optimizing cloud expenditures, businesses can scale operations without consequential cost increases. Figures tell the truth.

Budget 40

Budget Cloud Tools Weak Development Team 40

AWS Machine Learning - AI

AUGUST 13, 2024

Amazon Bedrock offers a serverless experience, so you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using the AWS tools without having to manage the infrastructure. Figure 1: Architecture – Standard Form – Data Extraction & Storage.

Healthcare 130

Healthcare Artificial Inteligence Analysis Lambda 130

Palo Alto Networks

DECEMBER 12, 2019

As defined by the Cloud Native Computing Foundation : Cloud native technologies empower organizations to build and run scalable applications in modern, dynamic environments such as public, private and hybrid clouds. Containers, service meshes, microservices, immutable infrastructure and declarative APIs exemplify this approach.

Cloud 84

Cloud Serverless Lambda Weak Development Team 84

AWS Machine Learning - AI

JUNE 18, 2024

At the same time, the solution must provide data security, such as PII and SOC compliance. Raghavarao Sodabathina is a Principal Solutions Architect at AWS, focusing on Data Analytics, AI/ML, and Serverless Platform. Solution overview The accompanying code for this solution is available in the GitHub repo.

Generative AI 119

Generative AI Artificial Inteligence AWS Technical Review 119

Palo Alto Networks

JULY 31, 2019

To take advantage of the cloud’s dynamic scalability requires a shift in mindset and approach. secure and compliant serverless and container-based innovation and development, mapped against initiatives like ISTO and service mesh, will be key. Leave the data center concepts and legacy security models behind.”. Phase II – Cloud 2.0.

Compliance 9

Compliance Cloud Data Center Healthcare 9

Cloudera

MAY 28, 2019

CDP will deliver a new cloud-native machine learning service that provides all the benefits of CDSW as a serverless experience in the cloud, scaling seamlessly from simple R and Python analysis to distributed Tensorflow and Spark workloads. Stay tuned.

Compliance 50

Compliance Innovation Meeting Industry 50

O'Reilly Media - Ideas

JANUARY 14, 2025

Its a good bet that many enterprises are trying to integrate AI into their systems or update legacy systems that are no longer scalable or maintainable. Serverless is down 5%; this particular architectural style was widely hyped and seemed like a good match for microservices but never really caught on, at least based on our platforms data.

Trends 132

Trends Technology Security Artificial Inteligence 132

Datavail

JANUARY 25, 2024

Data Security and Compliance : Handling sensitive personal health information (PHI) data encrypted in the SQL Server database presented a critical challenge. The choice to leverage Amazon Aurora Serverless v2 for MySQL 8.0, x on Serverless Architecture : This decision laid the foundation for our modernized database environment.

Serverless 55

Serverless Comparison AWS Scalability 55

Progress

MARCH 21, 2021

Digital transformation efforts depend on a smart adoption of new technologies that prepare us for the agile, scalable future without disrupting the present. Dmitri’s considerations cover a wide range of business needs and focus on overcoming digital complexity while mitigating cost, compliance and other major concerns.

Architecture 52

Architecture Technology Serverless Microservices 52

AWS Machine Learning - AI

FEBRUARY 14, 2024

Next, we use the following AWS CloudFormation template to deploy an Amazon Redshift Serverless cluster along with all the related components, including the Amazon Elastic Compute Cloud (Amazon EC2) instance to host the webapp. He specializes in Amazon Redshift and helps customers build scalable analytic solutions.

Generative AI 138

Generative AI Engineering Artificial Inteligence Travel 138