AWS Machine Learning - AI

JULY 15, 2024

The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

AUGUST 28, 2024

By using the AWS CDK, the solution sets up the necessary resources, including an AWS Identity and Access Management (IAM) role, Amazon OpenSearch Serverless collection and index, and knowledge base with its associated data source. He specializes in generative AI, machine learning, and system design.

Knowledge Base 95

Knowledge Base AWS Generative AI Artificial Inteligence 95

Lacework

DECEMBER 7, 2022

Initially, companies flocked to the cloud for its cheap, abundant compute and storage. Now however, the cloud has become the default operating system that organizations rely on to run their businesses and develop new products and services. containers, Kubernetes, or serverless functions). So, what is CSPM? Excessive permissions.

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

AWS Machine Learning - AI

MARCH 5, 2025

Scaling ground truth generation with a pipeline To automate ground truth generation, we provide a serverless batch pipeline architecture, shown in the following figure. The serverless batch pipeline architecture we presented offers a scalable solution for automating this process across large enterprise knowledge bases.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines. Create, associate, and ingest data into the two knowledge bases.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

SEPTEMBER 30, 2024

To leverage this feature you can run the import process (covered later in the blog) with your model weights being in Amazon Simple Storage Service (Amazon S3). This training job reads the dataset from Amazon Simple Storage Service (Amazon S3) and writes the model back into Amazon S3.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Software Review 94

AWS Machine Learning - AI

AUGUST 1, 2024

The complete flow is shown in the following figure and it covers the following steps: The user invokes a SageMaker training job to fine-tune the model using QLoRA and store the weights in an Amazon Simple Storage Service (Amazon S3) bucket in the user’s account. This step will run Steps 3–5 automatically.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development. The secure program management system enhanced user experience and operational efficiency.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

Tenable

NOVEMBER 25, 2022

Ensure your cloud databases and storage are properly secured with strong authentication requirements and properly configured. Misconfiguration and exploitation of serverless and container workloads. Cloud storage data exfiltration. ICS networking visibility and monitoring that helps to understand systems interactions.

Metrics 52

Metrics Cloud Backup Software Review 52

AWS Machine Learning - AI

SEPTEMBER 18, 2024

For the frontend developer LLM, we also use system design-related materials (in our case, design guidelines) so the frontend developer builds the website described by the personalizer LLM while applying the rules in the design guidelines. The response from the personalizer LLM is divided into two paths by a regex method.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

taos

JULY 18, 2017

Given these regional requirements for data storage, securing data within a country or continent is not done without a physical presence. Whether network, storage or compute; public clouds offer a considerable amount of infrastructure as a service (IaaS) components which can replace an entire traditional data center.

Cloud 40

Cloud Part-Time VPE Data Center Technical Review 40

Confluent

FEBRUARY 13, 2019

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. To determine which partition is used for storage, the key is mapped into a key space. This is how we think about system design and architecture. Interested in more?

Architecture 92

Architecture Programming Microservices Serverless 92

O'Reilly Media - Ideas

JANUARY 25, 2022

Finally, last year we observed that serverless appeared to be keeping pace with microservices. While microservices shows healthy growth, serverless is one of the few topics in this group to see a decline—and a large one at that (41%). Solid year-over-year growth and heavy usage is exactly what we’d expect to see. That’s no longer true.

Trends 117

Trends Technical Review Technology Artificial Inteligence 117