An https://developer.ibm.com/blogs/oreilly-open-source-skill-survey-blog/[O’Reilly survey^], commissioned by IBM in Fall 2020, pointed out that, when choosing cloud providers, 70% of respondents prefer one based on open source. The survey went on to say:
TIP: Developers who want to develop cloud applications should work on honing their open source skills, which underly every major cloud platform, instead of only focusing on building skills for a proprietary cloud.
The most desirable open source skills are those related to *Linux (containers)*, *artificial intelligence* and *machine learning*, and *data storage.*
This goals of this guide(https://open-cloud-guide.dev/[Text^] by IBM / Apache Licensed, 2021) are to provide:
* Comprehensive learning for hybrid cloud and multicloud developers.
* A cloud-neutral view of how various clouds are using open source in their offerings.
Open source refers to an *openly distributed* program code (including codes that are *free of charge*) that can be *utilized* and *modified* by the end user *without restriction.*
There is also now solid metrics data from Google's https://googleprojectzero.blogspot.com/p/about-project-zero.html[Project Zero^], Google's security research team, that https://googleprojectzero.blogspot.com/2022/02/a-walk-through-project-zero-metrics.html[Linux developers are doing a faster job of fixing security bugs than anyone else^], including Google.
The researchers found that open source developers *fixed problems on Linux in just 25 days* on average (Google 44, Mozilla 46, Apple 69 and Microsoft 83!). In addition, Linux developers have improved their speed in repairing security vulnerabilities from 32 days in 2019 to *just 15 in 2021.*
Singularity can be used with Docker images. This feature was included because developers use and really like using Docker and scientists have already put much resources into creating Docker images.
Features:
* Use a Docker image instantly as a Singularity image
* Pull a Docker image
* Build images with bases from assembled Docker layers
* https://www.redhat.com/en/topics/containers/whats-a-linux-container?utm_campaign=containers&intcmp=70160000000h1s6AAA#history-of-containers[A brief history of containers^]
* https://www.redhat.com/en/topics/containers/whats-a-linux-container?utm_campaign=containers&intcmp=70160000000h1s6AAA#just-virtualization[Isn’t this just virtualization?^]
* https://opensource.com/article/18/8/sysadmins-guide-containers[A sysadmin's guide to containers^]
* https://www.instaclustr.com/blog/redis-vs-memcached/[redis vs memcached^]
* https://etcd.io/[etcd^]
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TIP: etcd
video::OmphHSaO1sE[youtube, start=0]
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TIP: redis
video::G1rOthIU-uo[youtube, start=0]
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*etcd vs. Redis*
Like etcd, Redis is an open source tool, but their basic functionalities are different.
[cols="1,1"]
|===
|Redis|etcd
| Redis is an in-memory data store and can function as a database, cache, or message broker. Redis supports a wider variety of data types and structures than etcd and has much faster read/write performance.
| etcd has superior fault tolerance, stronger failover and continuous data availability capabilities.
|Redis is better suited for serving as a distributed memory caching system than for storing and distributed system configuration information.
TIP: Automation with Code as a Service. CaaS’s primary service or function is automation. It uses software to automate repetitive practices to hasten and simplify implementations and processes.
Ansible is an open source automation software promoted by Redhat Corporation. In addition, to cloud provisioning, it assists in application development, intra-service orchestration, and configuration.
Ansible uses the simple programming language YAML to create playbooks for automation.
Ansible has many modules that integrate with the most common cloud solutions such as AWS, Google Cloud Platform (GCP) and VMware.
Terraform is an infrastructure as code software by Hashi Corporation.
It primarily focuses on creating data center infrastructure that is provided by large public clouds. Teraform utilizes JSON language to define infrastructure templates with integrations such as AWS, Azure, GCP, and IBM cloud.
"Sociologists years ago discovered that *the averaged opinion of a mass of equally expert (or equally ignorant) observers is quite a bit more reliable a predictor than the opinion of a single randomly chosen observer.*
They called this *the Delphi effect. [https://en.wikipedia.org/wiki/The_Wisdom_of_Crowds[Wikipedia^]][https://en.wikipedia.org/wiki/Collective_intelligence[Wikipedia^]]* It appears that what Linus has shown is that this applies even to debugging an operating system—that the Delphi effect can tame development complexity even at the complexity level of an OS kernel"
