High Performance Computing (HPC) is crucial for solving complex environmental challenges such as air pollution and extreme weather forecasting, yet HPC workloads are traditionally computationally intensive. This session explores patterns and key AWS services like AWS Batch, ParallelCluster, EC2 Spot Instances, Graviton processors, FSx for Lustre, and Cloudwatch that help optimize the balance between computational performance and environmental sustainability. Attendees will explore a real-world example of how researchers from University of Oxford are using sustainable HPC solutions for community air quality improvement through large-scale geospatial data processing and machine learning.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

Discover how Amazon OpenSearch Service is evolving beyond traditional search and analytics to power next-generation observability. We'll showcase how organizations can reduce operational costs by modernizing their observability stack using OpenTelemetry, OpenSearch, S3, and CloudWatch. We'll demonstrate building sophisticated observability solutions that combine OpenSearch's real-time analytics with AI-powered insights using Amazon Q.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

Explore how organizations can build and scale applications on AWS with sustainability in mind. This session covers architectural principles for carbon-efficient cloud workloads, including right-sizing resources, leveraging AWS Graviton-based instances, and adopting managed services. Learn how to measure and optimize the sustainability of your workloads using the AWS Customer Carbon Footprint Tool and CloudWatch.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

Building sustainable, cost-effective generative AI on AWS requires integrating agentic AI, efficient architecture, and cloud-native optimization. Agentic systems using Amazon Bedrock AgentCore employ contextual memory, asynchronous execution, and on-demand tool invocation to minimize compute waste. MCP enables secure connections between AI agents, AWS services, and custom tools. Efficiency increases through AWS's Trainium and Inferentia2 silicon (50% better performance per watt), Amazon SageMaker for scalable development, and optimization techniques like quantization and speculative decoding. Auto-scaling, batch processing, and spot instances prevent over-provisioning. Combined with CloudWatch and Cost Explorer monitoring, this approach delivers high-performance, low-carbon generative AI solutions.

Learn more: More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

McAfee, a global leader in online protection security enables home users and businesses to stay ahead of fileless attacks, viruses, malware, and other online threats. Learn how McAfee leverages Databricks on AWS to create a centralized data platform as a single source of truth to power customer insights. We will also describe how McAfee uses additional AWS services specifically Kinesis and CloudWatch to provide real time data streaming and monitor and optimize their Databricks on AWS deployment. Finally, we’ll discuss business benefits and lessons learned during McAfee’s petabyte scale migration to Databricks on AWS using Databricks Delta clone technology coupled with network, compute, storage optimizations on AWS.

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