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Issue # 26: February 24th, 2023 to March 3rd, 2023

Hey Reader

Welcome to Issue # 26 of AWS Graviton Weekly, which will be focused on sharing everything that happened in the past week related to AWS Silicon: from February 24th, 2023 to March 3rd, 2023.

Enjoy the content of this week, especially the livestream from Lorenzo Winfrey and Michael Fisher about how they migrated a real app to Graviton. Highly recommended !!!

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NEWS

Amazon EC2 C7g instances are now available in additional regions

Starting today, Amazon Elastic Compute Cloud C7g instances are available in AWS Region Europe (Frankfurt), AWS Region Asia Pacific (Sydney) and AWS Region Asia Pacific (Tokyo).

C7g instances are powered by AWS Graviton3 processors and built on the AWS Nitro System. AWS Graviton3 processors provide up to 25% better compute performance compared to

AWS Graviton2 processors. The AWS Nitro System is a collection of AWS designed hardware and software innovations that deliver efficient, flexible, and secure cloud services with isolated multi-tenancy, private networking, and fast local storage. C7g instances are built for workloads including batch processing, ad serving, video encoding, gaming, scientific modelling, data analytics, and CPU-based artificial intelligence and machine learning (AI/ML) inference.

Learn more here:

https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-ec2-c7g-instances-additional-regions/

https://aws.amazon.com/ec2/instance-types/c7g/

Amazon DocumentDB (with MongoDB compatibility) adds support for MongoDB 5.0 wire protocol and client-side field level encryption

Amazon DocumentDB (with MongoDB compatibility) continues to increase compatibility with MongoDB, and now offers added support for MongoDB 5.0 drivers with Amazon DocumentDB 5.0. Amazon DocumentDB is a fast, scalable, highly available, and fully managed document database service that supports MongoDB API based workloads. Amazon DocumentDB makes it easy and intuitive to store, index, and query JSON data.

Amazon DocumentDB 5.0 is available on Graviton instances in all regions where where DocumentDB is available.

Learn more here:

https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-documentdb-mongodb-5-0-wire-protocol-client-side-encryption/

https://docs.aws.amazon.com/documentdb/latest/developerguide/what-is.html

Bitnami ARM containers available at Docker Hub

Hyperscalers in 2022 provided their customers ARM architecture support (Google Cloud, AWS, and Azure) and there is also a great article written by Percona’s team doing an economical comparison of using different EC2 types in AWS, in the end, we can see how in terms of costs, Graviton (EC2 with ARM support) is a good choice in terms of pricing vs performance for database usage.

Learn more here:

https://blog.bitnami.com/2023/02/bitnami-arm-containers-available-at.html

https://hub.docker.com/u/bitnami

https://www.percona.com/blog/economical-comparison-of-aws-cpus-for-mysql-arm-vs-intel-vs-amd/

Arm’s Growing Cloud Server Momentum

Amazon was the first company to bring an Arm-based processor to market, even though it only sold the processors to itself. AWS introduced its in-house designed Arm-based processor, Graviton, in late 2018, and the company has released a new generation of Graviton nearly every year since. AWS Graviton delivers value along three dimensions: cost, energy efficiency, and an architecture ideal for cloud-native applications.

Learn more:

https://www.forbes.com/sites/stevemcdowell/2023/02/26/arms-growing-cloud-server-momentum/?sh=2b3d1e431336

https://www.nec.com/en/press/202209/global_20220929_03.html

Snowflake To Spend $2.5B On The AWS Cloud Over Five Years

The two companies also will continue “deepening product integrations” between their two technology portfolios in such areas as AI/machine learning, data governance, streaming data and other areas. Snowflake is also running data workloads on AWS Graviton instances.

Learn more:

https://www.crn.com/news/cloud/snowflake-to-spend-2-5-billion-on-the-aws-cloud-over-five-years

Articles and Tutorials

AWS EC2 Instance Comparison: M7g vs M6g, by Abhishek Ray

AWS recently announced the 7th generation of their General-purpose instance family. These instances powered by the new AWS Graviton3 processors.

The Graviton processors offer better performance at a lower cost and additional capabilities.

In this article, we will compare the M7g instance family with the Graviton3 processors to the M6g instance family with the previous generation of Graviton2 processors.

Learn more here:

https://aws.amazon.com/blogs/compute/using-porting-advisor-for-graviton/

AWS EC2 Instance Comparison: R7g vs R6g, by Abhishek Ray

AWS recently announced the 7th generation of their General-purpose instance family. These instances powered by the new AWS Graviton3 processors.

The Graviton processors offer better performance at a lower cost and additional capabilities.

In this article, we will compare the M7g instance family with the Graviton3 processors to the M6g instance family with the previous generation of Graviton2 processors.

Learn more here:

https://aws.amazon.com/blogs/compute/using-porting-advisor-for-graviton/

ARM vs Intel on Amazon’s cloud: A URL Parsing Benchmark, by Daniel Lemire (a Computer Science professor at the Data Science Laboratory of the Université du Québec (TÉLUQ) )

A very interesting benchmark

Learn more here:

https://aws.amazon.com/blogs/compute/using-porting-advisor-for-graviton/

Slides, Videos and Audio

[PRESENTATION] Graviton Migration on AWS - Achieve cost efficiency, by OpsTree Solutions

Cost efficiency with AWS Graviton migration, made seamless and quick. Here’s an interesting EKS -Graviton migration use case from one of our customers, that we empowered with BuildPiper to achieve ~50% cost savings!

[LIVESTREAM] AWS on Air: Under the Hood with AWS - Graviton Migration, by Lorenzo Winfrey and Michael Fisher

Lorenzo and Michael did a LIVE migration of a real app to Graviton!

A must-watch for anyone interested on it

[VIDEO] When to use Amazon Graviton Simple and Easy, by Fahd Mirza

This video explains what is amazon graviton, why to use it, when to use it and when not to use AWS Graviton.

[VIDEO] Optimize Your Workloads, No Architectural Changes Needed, by Ryan Doty

In this economic climate, every dollar counts. In this webinar, we will focus on how you can optimize your current AWS footprint with little to no architectural changes. These suggested modifications focus on improving price-to-performance without introducing engineering overhead, large planning cycles, and significant time investment. Many of these changes can save you between 10-20% overnight.

[PODCAST] The Cloud Pod 200: Now you can make bad cloud decisions like running EKS on SNO.

On this episode of The Cloud Pod, the team highlights the new Graviton3-based images for users of AWS, new ways provided by Google to pay for its cloud services, the new partnership between Azure and the Finops Foundation, as well as Oracle's new cloud banking, and the automation of CCOE.

Learn more: https://www.thecloudpod.net/podcast/200-eks-on-snow-graviton3/

[VIDEO] .NET Container and Serverless Applications & Architectures on AWS, by Rahul Chugh and Saleha Haider

In this session we will use an architectural lens to explore evolving the architecture of your applications, and the options available to you when deploying your .NET applications on AWS. We will focus on .NET containers and serverless services available in the AWS landscape to deploy your applications.

Jobs

And if you are a company looking for new members for your time, you can get access to our Talent Collective here.

There are 26 active candidates ready for interviews:

The Interesting Data Gigs Talent Collectivee

Events

[WEBINAR] SoftServe's Cloud Cost Optimization Accelerator Powered by Amazon Web Services (AWS) Graviton (March 8th, 2023)

[EVENT] A Demonstration of AI and HPC Applications for NVIDIA Grace CPU [S51880]

It's often said that “Porting to Arm is boring,” but how easy is it, really? We'll demonstrate top machine learning frameworks, HPC applications, and tools for data science on the NVIDIA Arm HPC DevKit. The DevKit is an on-ramp platform for NVIDIA Grace CPU that incorporates dual NVIDIA A100 GPUs, an NVIDIA BlueField DPU, and an 80-core Ampere Altra Arm CPU, in a standards-compliant Arm server. We'll walk through the complete installation process for key applications and their dependencies including codes like TensorFlow, OpenRADIOSS, WRF, GROMACS, BWA-MEM2, and Jupyter Notebook. We'll also show how codes incorporating x86 AVX and SSE SIMD instructions can be trivially ported to Arm with freely available tools. We'll conclude with a general guide to porting to NVIDIA Grace and links to downloadable resources and tutorials that fully replicate our demonstrations. This session is a strong starting point for anyone targeting NVIDIA Grace Hopper or the NVIDIA Grace CPU Superchips.

[WEBINAR] Optimizing Amazon EKS for Performance and Cost on AWS

Get ready to embark on an adventure into the world of Karpenter and Amazon EKS!

This meetup is like a treasure hunt for customers who are eager to discover the magic of Karpenter and level up their EKS skills. So grab your compass and let's set sail on this exciting journey together!

What is Karpenter?

Karpenter simplifies Kubernetes infrastructure with the right nodes at the right time. Karpenter automatically launches just the right compute resources to handle your cluster’s applications. It is designed to let you take full advantage of the cloud with fast and simple compute provisioning for Kubernetes clusters.

Learning Objectives:

Setup EKS with Karpenter aimed at Scale and Operational/Cost Efficiency
Understand value that Karpenter provides as an autoscaler
Understand EC2 Spot/spare-capacity with Karpenter and Graviton
Best practices using Karpenter

Tweets of the week

Sachin Sharma

@sachinvats

#AWS Graviton (Arm Based) numbers are impressive for cost efficiency & Performance over x86

Another challenge for $INTC from #ARM

$NVDA also need to move away from general GPU to separate training & inference chips to counter the threat of custom silicon in enterprise business

March 2nd 2023

Retweets

Likes

opdroid1234

@opdroid1234

I dont know if this is clever marketing on AWS's part by overprovisioning on Intel machines compared to their own Graviton instances or if Graviton is genuinely faster but noticing that they are coming out to be 20-30% consistently on mostly equivalent tasks - eg using circleci

March 1st 2023

Retweets

Likes

Marcos Ortiz

AWS Graviton Weekly # 26: Bitnami supports ARM containers, Amazon EC2 C7g instances are now available in additional regions and more

Brought to you in partnership with Deel

Issue # 26: February 24th, 2023 to March 3rd, 2023

Run your global payroll with Deel

NEWS

Articles and Tutorials

Slides, Videos and Audio

Jobs

Events

Tweets of the week

AWS Graviton Weekly # 113

AWS Graviton Weekly # 112

AWS Graviton Weekly # 111

Marcos Ortiz

AWS Graviton Weekly # 26: Bitnami supports ARM containers, Amazon EC2 C7g instances are now available in additional regions and more

​Brought to you in partnership with Deel​

Issue # 26: February 24th, 2023 to March 3rd, 2023

​Run your global payroll with Deel​

NEWS

Articles and Tutorials

Slides, Videos and Audio

Jobs

Events

Tweets of the week

Marcos Ortiz

AWS Graviton Weekly # 113

AWS Graviton Weekly # 112

AWS Graviton Weekly # 111

Brought to you in partnership with Deel

Run your global payroll with Deel