Category: Compute

Large global organizations often struggle to efficiently manage data copies across different geographic regions when using distributed object storage services. Although several approaches exist for cross-region data writing, common solutions such as data replication or streaming can be costly and introduce latency issues. Many customers have core services deployed globally across multiple Amazon Web Services […]

Organizations of all sizes run their enterprise applications and databases in the cloud. These organizations may choose to run self-managed databases on Amazon Elastic Compute Cloud (Amazon EC2) rather than using the fully-managed Amazon Relational Database Service (Amazon RDS) due to internal policies, Amazon RDS service maximums, and other reasons. When running self-managed databases in the cloud, there […]

Modern enterprises routinely manage billions of objects across their cloud storage environments, needing efficient bulk operations for disaster recovery, compliance management, data transfer, and cost optimization. Performing these operations manually or through custom scripts becomes impractical at scale, often creating operational bottlenecks when time-sensitive actions are necessary. Organizations frequently need to identify and process specific […]

In the cloud-native landscape, Amazon Elastic Block Store (Amazon EBS) volumes serve as the backbone for persistent storage in containerized applications. As organizations scale their Kubernetes workloads on Amazon Elastic Kubernetes Service (Amazon EKS), they increasingly rely on EBS volumes to provide high-performance, durable storage for stateful applications such as databases, message queues, and data […]

Retrieval-Augmented Generation (RAG) is a technique that optimizes large language model (LLM) outputs by referencing authoritative knowledge bases outside of the model’s training data before generating responses. This addresses common limitations of traditional LLMs, such as outdated knowledge, hallucinated facts, and misinterpreted terminology. Organizations can implement RAG to enhance their generative AI applications with current, […]

Organizations are increasingly adopting a multi-account Amazon Web Services (AWS) strategy to achieve enhanced security, governance, and operational efficiency at scale. Implementing separate accounts for production and non-production environments enables enterprises to group workloads based on business purpose, apply distinct security postures by environments, restrict access to sensitive data, and streamline cost management. You can […]

Automated testing in a pre-production environment is crucial for verifying the reliability and stability of software releases in any organization. However, for many applications, writing and executing these tests necessitates the use of data from production system. This production data is valuable for testing and development because it represents real-world scenarios, usage patterns, and edge […]

Amazon S3 is the best place to build data lakes because of its durability, availability, scalability, and security. In 2023, we introduced Mountpoint for Amazon S3, an open source file client that allows Linux-based applications to access S3 objects through a file API. Shortly after, we took this one step further with the Mountpoint for […]

Kubernetes is an open source container orchestration platform that automates the deployment, scaling, and management of containerized applications. For users running applications and workloads on Kubernetes, protecting resources and data from accidental deletion or hardware failures is crucial for maintaining business continuity and meeting compliance requirements. While Kubernetes provides high availability through its control plane […]

Modern cybersecurity teams are facing unprecedented challenges in data analysis by the scale, complexity, and velocity of data. Cloud environments continuously generate massive amounts information in form of access logs, configuration changes, alerts, and telemetry. Traditional analysis methods of looking at these data points in isolation can’t effectively detect threats such as lateral movement and […]