AWS Summit Atlanta 2022
2022-05-18..2022-05-19
Atlanta, United States
| title | author | length |
|---|---|---|
| How uses analytics to improve health outcomes | 30m | |
An insurer with 45 million members and 117 million covered lives processes 700–800 million claims a year and moves core analytics to AWS by building a… | ||
| Using AI to automate content moderation and compliance with | John Rouse, Nate Bachmeier | 57m |
Shows a concrete AWS moderation stack that actually runs: S3 staging, Step Functions orchestration, Rekognition for DetectModerationLabels and segmentation… | ||
| on SageMaker | Farooq Sabir, PhD | 42m |
RStudio runs as a fully managed IDE on SageMaker that you enable by adding and bring your RStudio enterprise license to AWS License Manager and creating a new… | ||
| Increase text search speed & accuracy with Amazon OpenSearch Service | Chad Morris, Bert Staub | 30m |
LexisNexis builds a semantic search layer on Amazon OpenSearch Service using k-NN plugin and Google BERT embeddings, ingesting shredded passages from a 3 PB… | ||
| Modern data lakes with Lake Formation, Amazon Redshift & AWS Glue | Raghavarao Sodabathaina, Changbin Gong | 59m |
A concrete blueprint for a cloud data lake that pairs Amazon S3 storage with Glue for ETL and cataloging, Lake Formation for column-level fine-grained access… | ||
| Define data streaming architectures & solutions to fit your needs | Ed Berezitsky | 53m |
Overview of AWS streaming choices with concrete tradeoffs: Amazon Kinesis Data Streams + Data Firehose for simple managed ingestion and delivery (now Kinesis… | ||
| How AWS helps Variant employ a driver-first data-driven strategy | Sandeep Madamanchi, Tiji Mathew | 27m |
Variant builds a serverless Variant Data Lake on AWS, ingesting IoT, telematics, call center and vendor APIs into S3, converting to Parquet, governing with… | ||
| How MEDHOST helps rural healthcare with AWS-powered analytics | Pandian Velayutham | 28m |
MEDHOST builds a HIPAA-compliant analytics platform on AWS using Glue, Redshift, QuickSight and Cognito to ingest multi-vendor EHRs from thousands of rural… | ||
| Driving business with autonomous analytics and data democratization | Sam Dabboussi, Raji Sivasubramaniam | 01h 13m |
Demonstrates a concrete pipeline: raw CSV in S3 is profiled and cleaned with AWS Glue DataBrew (fills missing regions, removes duplicates, drops outliers)… | ||
| Deep dive on hybrid cloud use cases with Outposts | Christian Bates, Rob Goodwin | 39m |
Shows how AWS Outposts ships a managed rack or 1U/2U server into a customer data center, with typical lead time six to eight weeks and capacity commitments of… | ||
| Speeds up expansion and addresses data residency with | Shane Sweeney | 28m |
FanDuel runs regulated sportsbook and wallet services in 15 states using AWS Outposts and AWS Local Zones to meet data residency and latency rules, linking… | ||
| EKS Anywhere: Manage your Kubernetes clusters on premises | Ram Maddali | 40m |
EKS Anywhere packages EKS Distro plus tooling so customers run Kubernetes fully on-prem: eksctl with an Anywhere plugin boots a temporary management cluster… | ||
| Implementing a serverless-first strategy in an enterprise | ANDREW BAIRD, Brittany Doncaster | 32m |
Delta adopts a written, CTO-backed serverless-first mandate and builds a Cloud Center of Excellence that ships self-service CDK constructs and CloudFormation… | ||
| Implementing compliance, assurance, and auditing on | Craig Edwards, Andres Silva | 58m |
Shows a concrete compliance pipeline using AWS Config rules and conformance packs (about 60 samples for PCI, NIST, FedRAMP, HIPAA) that detect… | ||
| Building a customer 360 graph application with Amazon Neptune | Taylor Riggan | 50m |
Shows how Amazon Neptune hosts a Customer 360 identity graph that claims support for up to 400 billion objects, a cluster with up to 128 TB storage and 16… | ||
| Modernizing data collection at FINRA with Amazon DocumentDB | Mohammed Elghoul | 30m |
FINRA modernizes a high‑throughput intake pipeline that handles up to 550 billion market events per day, 110 PB of streaming storage, and spikes to 150,000… | ||
| Building microservices applications with Amazon MemoryDB | Vijay Injam, Mahee Gunturu | 53m |
Amazon MemoryDB for Redis is a Redis‑compatible, fully durable in‑memory database using a multi-AZ transaction log for disk-backed durability and consistent… | ||
| Security best practices for End User Computing Services | Haneesh Kotha | 34m |
Architectural checklist and concrete tools: use Amazon WorkSpaces (persistent) or AppStream 2.0 (non‑persistent) with ENIs placed in two customer subnets… | ||
| AppSync: Build real-time app experiences with modern GraphQL APIs | Kevin DeJong | 53m |
Managed GraphQL API AppSync connects clients to DynamoDB/Aurora/OpenSearch or Lambda and provides serverless WebSocket real‑time updates plus offline sync via… | ||
| Sustainable smart building solutions to optimize energy consumption | David Felker, Matthew Walker, Rocky Simpson | 30m |
Cherokee County School District deploys Abound by Carrier on AWS across 40 schools to ingest HVAC, CO2, TVOC and radon sensors into a single pane of glass… | ||
| Event streaming with modern data pipelines in a SaaS architecture | Matthew Duren, Ray Dickenson | 29m |
A SaaS company replaces a nightly 20–24 hour snapshot pipeline (slipping to every 2–3 days) with change-data-capture into S3 using AWS DMS, producing… | ||
| data- and analytics-driven migration approach | Mike Rowicki | 32m |
Fulton County uses the AWS-powered Tyler Technologies Enterprise Data Platform with Amazon EC2 and Amazon S3 to import criminal justice, courts, behavioral… | ||
| Designing an architecture for your mainframe workloads | Vipin Gupta, Jayanthi Rajaraman | 01h 02m |
Overview of a practical migration path: AWS describes a managed Mainframe Modernization service that automates analysis (AppStream-based analyzer), provides a… | ||
| Network operations management and governance | Shiva Vaidyanathan, Sohaib Tahir | 47m |
Shows how to monitor and debug AWS network infrastructure using concrete tools and workflows: AWS Network Firewall NetFlow logs and out‑of‑the‑box CloudWatch… | ||
| Machine learning at scale using Kubeflow with Amazon EKS & Amazon EFS | Suman Debnath, Bimal Gajjar | 54m |
Shows how to run Kubeflow on Amazon EKS using the EFS CSI driver to mount shared storage, create a storage class, and run a TensorFlow training job that uses… | ||
| Patterns for cloud-enabled robots | Erica Goldberger | 43m |
Shows concrete patterns using Greengrass V2 components to push modular ROS or Docker apps to remote robots, perform staged rollouts (start at 5% of fleet)… | ||
| Choosing the right storage service for the job | Kevin McDonald (he/him), Victor Munoz (he/him) | 56m |
Compares concrete services and numbers so decisions are actionable: EBS offers gp3/gp2 and provisioned IO2 with io2 Block Express 256,000 IOPS 4 GB/s 64 TB… | ||
| How Warner Bros. Discovery uses Amazon Personalize | Warner Bros. Discovery | 27m |
Built a one-line deployable data layer called Prism SDK across 200+ properties to capture billions of interactions and feed 30M+ qualified events per week into… | ||
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