Category: Technical How-to

TensorIoT leverages AWS services and the Guidance for Carbon Accounting framework to build carbon accounting solutions. It provides a technical walkthrough for calculating a facility’s Scope 2 emissions using EPA data on building energy use and electricity emissions factors. The solution allows input of building details like type, area, and zip code to estimate or calculate emissions, and AWS services provide adaptability, transparency, efficiency, and security.

AWS IAM Roles Anywhere allow you to use identity and access management roles to obtain temporary credentials for workloads outside AWS. This minimizes exposed credentials, enables centralized access controls with AWS IAM, and provides granular permissions to virtual machines. Explore common use cases for using IAM Roles Anywhere for your workloads running on VMware Cloud on AWS and the relevant setup process on a virtual machine in VMware Cloud on AWS.

For applications running outside AWS, developers often create IAM users with long-lived credentials which can increase security risks. Instead, learn how to integrate AWS IAM Web Identity Roles with Microsoft Entra ID for centralized user management. This post walks through manual setup steps to register an app in Entra ID and create a role in AWS, and describes an automated architecture to synchronize Entra ID service principals and AWS roles.

AWS customers can run Kubernetes on managed services like Amazon EKS or self-managed options. To secure these environments, Red Hat Advanced Cluster Security for Kubernetes (RHACS) detects vulnerabilities and policy violations. Its findings can be sent to AWS Security Hub which aggregates security issues across AWS services. This post walks through installing RHACS on Red Hat OpenShift Service on AWS, creating policies in RHACS, and integrating with Security Hub to view findings.

Industrial IoT adoption is increasing the connectivity of operational technology to IT systems, necessitating better visibility into assets. Claroty Edge on AWS Snowcone enables asset discovery to build an accurate inventory and identify vulnerabilities. Combined with Claroty xDome, this provides comprehensive IT/OT asset management and vulnerability insights. xDome integrates with AWS Security Hub to simplify deploying asset visibility and enable organizations to defend and secure their connected environments.

Darwinbox wanted to reduce the time to infer resumes against job descriptions using PyTorch models. AWS Premier Partner Minfy helped them leverage Amazon SageMaker and AWS Inferentia to compile models with Neuron SDK and deploy them, achieving 87% faster inference without retraining. Key steps were compiling models with the Neuron SDK, extending SageMaker containers, using Inference Recommender to optimize configurations, and sending requests in mini-batches.

Crayon developed an intelligent decision support system for Savills Vietnam using AWS which ingests daily news in Vietnamese, translates to English with Amazon Translate, and categorizes articles using Amazon Comprehend. An intelligent search engine built on Amazon Kendra allows users to search in natural language and receive relevant excerpts or answers. With this tool, Savills can stay current on real estate news and trends to identify new opportunities. Optional dashboards provide analytics.

As cyber threats grow more sophisticated, real-time threat detection is critical for robust cloud security. AWS Partner Cloudanix leverages cloud infrastructure logs and machine learning to provide holistic, agentless monitoring across AWS environments. By analyzing activities and APIs in real-time, Cloudanix identifies threats and anomalies, alerts security teams, and recommends remediation steps. This enables rapid incident response, proactive security measures, and comprehensive visibility.

AWS Partner Neurons Lab provides a step-by-step guide to deploy containerized applications on AWS using GitHub Actions, AWS CDK, and other key services. Neurons Lab, with expertise across data science, cloud, and business strategy, solves complex AI challenges and accelerates migration journeys for organizations seeking to modernize through AI integration on AWS. By leveraging AWS CDK constructs to define infrastructure as code, this reusable solution streamlines infrastructure setup and deployments.

AWS provides discounted pricing through Reserved Instances and Savings Plans in return for usage commitments. Apptio Cloudability helps organizations maximize these commitments by analyzing AWS cost data to identify savings opportunities. Cloudability also offers automation to optimize commitments continuously, achieving higher savings than manual management allows. This frees up financial operations resources to focus on other cloud cost optimization initiatives.