hims Profile picture
Nov 29 18 tweets 6 min read
Excited technologies announced by @aselipsky at #reinvent2022
Entire catalog of #AWS #Analytics and #MachineLearning services available on #ServerLess

It is a paradigm shifter!
'A Zero ETL Future' - Federated queries across data sources
bridging OLTP and OLAP those who know will get what folks like me have been struggling.
If you know SQL - Analyze data across Aurora RDBMS databases, Redshift, Athena( and sources), Opensearch, Spark. - It is going to be a game changer

#ZeroETL
#Redshift can now support Spark.
No need to move data to S3!!!

Tremendous ease and confidence to explore data.
#AWS #DataZone - Manage,Catalog & Govern data and metadata - No need to buy 10 point solutions to manage metadata and lineage and access. It will make compliance much, much easier.
( I won't name them here but look out!)
'Building Securely should be the path of least resistance to code and create new systems'

4: #GuardDuty now protects Containers, detects malicious activity inside the container and at OS level.
OCSF (Open Cybersecurity Schema Framework) joined by many including @Broadcom @CrowdStrike @Cisco @PaloAltoNtwks and others
#Amazon #Security #Lake - Easily build a data lake complaint with #OCSF with just clicks!!
600+ types of computes to buy.
#Graviton 3 25% faster at 60% less power consumption.

Walk the Talk of sustainability
New: AWS Infrentia Inf2 Instance - 4x power, 1/0 the latency
Can support 175 billion parameters in models.

New: HPC6id - Best price performance data and memory intensive workload
AWS SIMSpace Weaver - Spatial Simulations, Imagination can now be unleashed on AWS
3 New releases for future
....
Amazon Connect: create a call center in minutes - 10 million interactions a day
- New: ML driven forecasting,
- New Agent performance
- New: Agent workspace - step by step actions
AWS Supply chain – Manage complexity with insights
- Manage accurate inventories, used ML to predict lead times and highlight risks
- Find sustainability impact of actions
AWS Clean Room - Jointly Analyzes and collaborate on disparate data WITHOUT sharing the underlying data ( mostly regulated and protected)

Me Looking at others ...
Amazon Omics – Find insights from genomics and omics data - Large scale and multimodal. Hippa eligible and can talk to various other AWS services.
Amazon One - Just Walk out technology
- Don't stand in line for checkout
- Badging into work
- Entering a concert - (Exciting use case)

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