AWS Database Migration Service Fleet Advisor allows you to migrate fleets of databases easily and quickly, with automated inventory and migration recommendations. The DynamoDB Standard-IA table class reduces storage costs by up to 60%, and because it’s DynamoDB, you can switch between table and classes at any time.ĪWS Database Migration Service (DMS) Fleet AdvisorĪWS provides a vast portfolio of database services, from standards such as Amazon RDS and ElastiCache to more exotic and purpose-built services such as Amazon Athena, Amazon Neptune, and many others. The new, cost-effective table class stores infrequently accessed data while maintaining high availability performance. In some cases, it will automatically remediate issues.Īmazon DynamoDB Standard-Infrequent Access Table Class The service automatically identifies, performs root cause analysis, and recommends corrective action. Using machine learning models informed by years of data collection and analytics, Amazon DevOps Guru for RDS can automatically detect, diagnose, and resolve many database-related performance issues in minutes. But up until now, diagnosing and fixing database issues has still been a challenge for many organizations.
Better performance, less overhead, easier administration and provisioning, and less expensive to run in many cases. The benefits of a managed database like Amazon Aurora have been evident for some time. Sivasubramanian introduced several enhancements to Amazon’s already impressive ML capabilities. The keynote focused on three keystones of data analytics and machine learning: storage and access, analysis and visualization, and predictive analysis. Machine Learning is the solution for the high volume of data created and processed every minute of every day. Sivasubramanian noted, “80% of data today is unstructured,” and if you want to process unstructured data, you must create systems capable of handling it. If you’ve been paying attention, you know Machine Learning (ML) isn’t just a buzzword to sell more cloud. 1, kicked off some big announcements at re:Invent 2021 and reaffirmed AWS’s industry role as the undisputed champion in machine learning and data analytics. Swami Sivasubramanian’s keynote speech on Wednesday, Dec. Vice President of Machine Learning at AWS, Dr.
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