Tag: Amazon Simple Storage Service (Amazon S3)

Uniphore is the first built-for-scale, AI-native company that infuses AI into every part of the enterprise experience. Uniphore’s enterprise-class multimodal AI and data platform unifies all elements of voice, video, text, and data by using generative AI, Knowledge AI, Emotion AI, and workflow automation together as trusted co-pilot. Uniphore was running one of their core […]

Organizations managing data lakes often require additional infrastructure to support concurrent writes from multiple applications. Traditional approaches require external systems for coordination, adding infrastructure overhead, costs, and potential performance bottlenecks. Developers typically implement client-side locking mechanisms using databases or dedicated lock services, resulting in complex multi-step workflows. Amazon S3 offers capabilities to address these concurrent […]

The exponential growth in size and complexity of foundation models (FMs) has created unprecedented infrastructure demands across compute, networking, and storage resources. Storage systems, in particular, face intense requirements for throughput, latency, and capacity. In machine learning (ML) model training, these storage demands are particularly evident in checkpointing—a critical reliability mechanism that periodically saves and […]

Organizations are increasingly focused on addressing the growing challenge of managing and analyzing vast data volumes, while making sure that their data teams have timely access to this data to enable rapid insights and decision-making. Data analysts and scientists need self-service analytics capabilities to build and maintain data products, often involving complex transformations and frequent […]

In today’s data-driven world, organizations face the challenge of efficiently managing and consolidating vast amounts of information from diverse sources. Whether it’s for analytics, machine learning (ML), or other business-critical applications, the ability to seamlessly transfer and organize data is crucial. However, this process can be complex, time-consuming, and prone to errors when done manually. […]

Editor’s note: AWS is not responsible for UCI’s public GitHub repo linked in this post, which has been provided so that interested parties can explore the solution described in this post in more detail. The University of California, Irvine (UCI) is a public land-grant research university with troves of research data stored on servers in […]

When was the last time you found yourself trying to look at rows and rows of data in a spreadsheet struggling to interpret and draw conclusions? Many analysts and engineers experience the same challenge every day. Whether it’s analyzing sales trends, monitoring operational metrics, or understanding customer behavior, the challenge lies not just in interpreting […]

Health plans process billions of claims electronically each year. Council for Affordable Quality Healthcare (CAQH) estimates that approximately 10% of claims still arrive as paper documents, accounting for hundreds of millions of paper submissions annually in the U.S. These paper claims create processing bottlenecks and consume a disproportionate share of operational costs and resources, with […]

Data caching is a critical strategy for optimizing application performance in today’s data-intensive environments. By storing frequently accessed information in high-speed storage locations, organizations can dramatically reduce access times, optimize the use of compute resources, and improve overall system responsiveness. Effective caching strategies become particularly essential for workloads that require consistent low latency, such as […]

Encryption serves a fundamental role in securing sensitive data both in transit and at rest. Server-side encryption offers simplicity and ease of implementation, with data encrypted where stored, and enables seamless integration with other services. In contrast, client-side encryption secures data where ingested or created, and offers additional capabilities to meet specific security requirements around […]