#BuildWithAI 2021 Team Tribute

#BuildWithAI Hackathon 2021 comes at a different point in time. Last year it was a little of an unknown. This is the second year that this event has been run and there was more of an understanding about what to expect and who might be participating.

As like last time, it is a privilege to write this article as there has been significant effort to get to these outcomes. If all I do is to highlight those that have been generous with their time, knowledge and willingness to participate, then it is a service that I will do every time. Here is a recount of some of the teams that participated at the #BuildWithAI Hackathon 2021 (and who were the winners).

This is a tribute.

The one ask that I do have for those is to connect. Connect with the problem; connect with the team and make this tribute more than an article but a way to #BuildWithAI.

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#BuildWithAI 2021 – Another Step

Last weekend (from Friday 29th Oct to Tuesday 2nd Nov), was the #BuildWithAI Hackathon 2021 where participants, mentors, sponsors and organisers gathered together to solve real world challenges with AI. This event does not standalone. In a world full of change, this (from my perspective) started last year in the #BuildWithAI Hackathon 2020 and continued to build.

This article is about the event but the event itself is just “Another Step”.

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#DaysOfArm (15 of X)

This is my 15th #DaysOfArm article that tracks some of the experiences that I’ve had so far. It’s been a little while since I’ve worked on this series however saying that … much of what I’ve been doing didn’t seem different from any other type of environment.

And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning where I looked into Let’s Encrypt to create a set of free certificates for Oracle Cloud Infrastructure A1.Flex VM Instances.

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C# Serverless on OCI

I had a meeting the other day with an Oracle Partner and the discussion was about serverless solutions and Oracle Functions was introduced. And the natural question to ask was, “What is your preferred language?”.

They answered, “Mostly PHP. We also use C#”.

I had to think a little. And navigating to the fnproject.io (the open-source project that Oracle Functions is based upon), it was clear that C# was supported. Here’s a quick tour through that experience.

fnproject.io supported languages – golang, Java, javascript, python, ruby and C#.

A couple of quick points:

  • I didn’t need to install ASP.Net anywhere.
  • I’m not bound by Windows as the host operating system.

And if ASP.Net is your language of choice, you can also check out Deploy highly available ASP.Net applications on Oracle Cloud Infrastructure in the Oracle Architecture Center (here).

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#DaysOfArm (14 of X)

This is my 14th #DaysOfArm article that tracks some of the experiences that I’ve had so far. And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning where I’ve deployed successfully openrouteservice – an open-source routing / direction API all deployed on an 4 OCPU with 24 GB of RAM in an Always Free Tier tenancy.

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#DaysOfArm (13 of X)

This is my 13th #DaysOfArm article that tracks some of the experiences that I’ve had so far. And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning is another retrospective with the OCI Arcade deployment the full stack is now being deployed on 1 OCPU with 6 GB of RAM in an Always Free Tier tenancy.

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#DaysOfArm (12 of X)

This is my 12th #DaysOfArm article that tracks some of the experiences that I’ve had so far. And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning where I’ve deployed successfully Pelias – an open-source geocode API all deployed on an 4 OCPU with 24 GB of RAM in an Always Free Tier tenancy.

(Update – 11th Oct 2021 – there’s been some changes made as this is a working document … as some of the packages have changed as well as additional fixes to make it easier …)

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#DaysOfArm (11 of X)

This is my 11th #DaysOfArm article that tracks some of the experiences that I’ve had so far. And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning which I focuses on Arm’s availability in our cloud.

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Using OCI Burstable Instance

With the work that I’ve been doing with Open Street Map (here), I’ve been provisioning Pelias (here) – an open-source implementation of geocoding. This architecture is not small (consisting of 10+ docker images, and potentially 100+GB of raw geo data) especially if you are looking to geocode the whole world. The workload (or pipeline) had 4 main stages – download, prepare, import and query.

  • Download – to get the raw data sources
  • Prepare – to get the raw data into a format that can be easily imported
  • Import – to import the data into the elastic search (which is the backend)
  • Query – to accept geocode queries

Each of these stages have different performance characteristics and required different resources. The main thing that I’m looking at here is the use of compute. The need for compute during the prepare and import stages is significantly different from the download and query stages. I’m also not confidently in terms of when or how much I need.

And this is why I configured a burstable instance.

Here’s a couple of things to know …

  • There is a baseline utilisation OCPU. Consider this as a the minimum compute you want. For my scenario, it was primarily how much compute that I needed for the download and query stages.
  • There is full utilisation OCPU. Where this is can be 2x or 8x the baseline utilisation. (in the terms of the documentation – the baseline utilisation can be either 12.5% or 50% of the full utilisation OCPU). For my scenario, it was primarily the prepare and import stages that needed the additional compute.
  • The increased capacity is based upon the CPU utilisation metrics to determine whether to burst.
  • The average CPU utilisation for the month needs to up to the baseline utilisation OCPU.

Burstable Instances billing is known. It doesn’t come with Bill Shock.

You can find out more about Oracle Cloud Infrastructure burstable instances (here). If you want to try this out yourself or work on your own application, sign-up (here) for the free Oracle Cloud Trial. I’d be interested to hear your experiences and learn from others as well. Leave a comment or contact me at jason.lowe@oracle.com if you want to collaborate.

#DaysOfArm (10 of X)

This is my tenth #DaysOfArm article that tracks some of the experiences that I’ve had so far. And just to recap from the first post (here) on June 12 2021.

It’s been just over 2 weeks since the launch of Ampere Arm deployed in Oracle Cloud Infrastructure (OCI). Check this article out to learn more (here). And it’s been about one week since I started looking into the new architecture and deployment, since I started provisioning the VM.Standard.A1.Flex Compute Shape on OCI and since I started migrating a specific application that has many different variations to it to test it all out.

This is my next learning which I focuses on something deeper into the hardware stack – vectors.

Continue reading “#DaysOfArm (10 of X)”
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