My summary for AWS reInvent -2020 announcements list-Andy Keynote 1st Dec.
Ahmed M.Raafat
Principal Solutions Architect at AWS | Field CTO – UK Enterprise New Business | AI/ML Expert | Ex-Microsoft| Keynote Speaker
Below is My summary for AWS reInvent -2020 announcements list from Andy Jassy Keynote on December 1st. A lot to cover so i summarise it for myself and thought it's worth to share .. And more to come....Tomorrow 8th-Dec-2020 is Keynote session by Swami Sivasubramanian for the first-ever Machine Learning Keynote. It's always Day One :-) !!!!!
1- Habana Gaudi based EC2 Built specially for ML , 40% better price /performance.
2- AWS Trainium our ML training chip custom designed by AWS to deliver the most cost effective training.
8- AWS Proton First full managed deployment service for containers and serverless applications.
9- Gp3 volumes for EBS :- Provision the IOPS or throughput you need separately with next generation SSD volumes at %20 lower price
10- io2 volumes for EBS .. 1,000MBs / peak throughput and 64,000 max IOPS.
11- Io2 Block Express –SAN performance on the cloud
12- Amazon Aurora Serverless V2 - Scale in fraction of seconds!!! 350,000 DBs were Migrated to AWS.
13- Babel fish for Aurora PostgreSQL run SQL server applications on Aurora PostgreSQl
14- Babel fish for Aurora PostgreSQL is open source. Open Source Project available on GitHub 2021!!!
15- AWS Glue Elastic Views to combine and replicate from different sources.
16- Sagemaker Data wrangler for Data preparation to simplify data scientist job and prepare features.
17- Sagemaker Feature store is centralised place to store Data and features that can be used with one or more model or with more data scientist.
18- Sagemaker Pipeline first and easy to use CI/CD and MLOps.
19- AWS DevOps Guru make much easier for developer to detect issue before happen . Amazon DevOps Guru a service that uses machine learning to identify potential issues in code such as code outages, over utilisation, memory leakage, security threats, and many more!
20- Amazon QuickSight Q :- to ask any question and get answer in second using natural language.
21- Amazon connect Wisdom using machine learning to solve issue and problem in real time , for example if it hear the customer talking about broken product it will search and get answer Infront of the agent.
22- Amazon Connect Customer Profile , enable agents to deliver faster customer services!!!
23- Real-Time Contact Lens For Amazon Connect : Uses ML to detect customer experience issues during calls!!!! And call escalation.
24- Amazon connect Task :- Automated and manage tasks to save %50 of agent time to find document or authentication.
25- Amazon connect Voice ID:- provide real time caller authentication without disrupting the customer conversation.
26- Amazon Monitron:- end to end equipment mentoring system to enable predictive maintenance.
27- Amazon Lookout Equipment:- for Equipment for predictive maintenance.
28- Amazon Lookout Vision :- spots defects and anomalies in visual representations using computer vision (CV).
29- Amazon Panorama Appliance :- for smart cameras power with machine learning computer vision.
30- Amazon Panorama SDK : Computer vision at edge.
31- Amazon outpost in two new sizes for less space , provide 64 vCPU , 128 GiB , 4TB local NVme Storage.
32- 3 new local zone and 12 more in 2021 ( all in US).
33- AWS Wavelength 5G Edge with Vodafone in London by early 2021.