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On the role of Distinguished Engineer and CTO Mindset Apr 27, 2025 The future is bright Mar 30, 2025 On luck and gumption Oct 8, 2023 Some thoughts on recent RTO announcements Jun 22, 2023 One size does not fit all: neither cloud nor on-prem Apr 10, 2023 Comparing AWS SQS, SNS, and Kinesis: A Technical Breakdown for Enterprise Developers Feb 11, 2023 Working from home works as well as any distributed team Nov 25, 2022 Things to be Thankful for Nov 24, 2022 Why you should question the “database per service” pattern Oct 5, 2022 Stop Shakespearizing Sep 16, 2022 Using GNU Make with JavaScript and Node.js to build AWS Lambda functions Sep 4, 2022 Why don’t they tell you that in the instructions? Aug 31, 2022 Monolithic repository vs a monolith Aug 23, 2022 Keep your caching simple and inexpensive Jun 12, 2022 Java is no longer relevant May 29, 2022 There is no such thing as one grand unified full-stack programming language May 27, 2022 Peloton could monetize these ideas if they only listen May 15, 2022 Best practices for building a microservice architecture Apr 25, 2022 True identity verification should require a human Mar 16, 2020 The passwords are no longer a necessity. Let’s find a good alternative. Mar 2, 2020 What programming language to use for a brand new project? Feb 18, 2020 TDWI 2019: Architecting Modern Big Data API Ecosystems May 30, 2019 Configuring Peloton Apple Health integration Feb 16, 2019 All emails are free -- except they are not Feb 9, 2019 Using Markov Chain Generator to create Donald Trump's state of union speech Jan 20, 2019 The religion of JavaScript Nov 26, 2018 Teleportation can corrupt your data Sep 29, 2018 Let’s talk cloud neutrality Sep 17, 2018 A conservative version of Facebook? Aug 30, 2018 On Facebook and Twitter censorship Aug 20, 2018 Facebook is the new Microsoft Apr 14, 2018 Node.js is a perfect enterprise application platform Jul 30, 2017 Design patterns in TypeScript: Factory Jul 30, 2017 Design patterns in TypeScript: Chain of Responsibility Jul 22, 2017 Singletons in TypeScript Jul 16, 2017 Architecting API ecosystems: my interview with Anthony Brovchenko of R. Culturi Jun 5, 2017 TDWI 2017, Chicago, IL: Architecting Modern Big Data API Ecosystems May 30, 2017 I tried an Apple Watch for two days and I hated it Mar 30, 2017 Emails, politics, and common sense Jan 14, 2017 Online grocers have an additional burden to be reliable Jan 5, 2017 Here is to a great 2017! Dec 26, 2016 Apple’s recent announcements have been underwhelming Oct 29, 2016 I am addicted to Medium, and I am tempted to move my entire blog to it Sep 9, 2016 What I learned from using Amazon Alexa for a month Sep 7, 2016 Praising Bank of America's automated phone-based customer service Aug 23, 2016 Amazon Alexa is eating the retailers alive Jun 22, 2016 In search for the mythical neutrality among top-tier public cloud providers Jun 18, 2016 In Support Of Gary Johnson Jun 13, 2016 Files and folders: apps vs documents May 26, 2016 Why it makes perfect sense for Dropbox to leave AWS May 7, 2016 JEE in the cloud era: building application servers Apr 22, 2016 Managed IT is not the future of the cloud Apr 9, 2016 LinkedIn needs a reset Feb 13, 2016 In memory of Ed Yourdon Jan 23, 2016 OAuth 2.0: the protocol at the center of the universe Jan 1, 2016 IT departments must transform in the face of the cloud revolution Nov 9, 2015 Banking Technology is in Dire Need of Standartization and Openness Sep 28, 2015 Top Ten Differences Between ActiveMQ and Amazon SQS Sep 5, 2015 We Live in a Mobile Device Notification Hell Aug 22, 2015 On Maintaining Personal Brand as a Software Engineer Aug 2, 2015 Book Review: "Shop Class As Soulcraft" By Matthew B. Crawford Jul 5, 2015 Attracting STEM Graduates to Traditional Enterprise IT Jul 4, 2015 The longer the chain of responsibility the less likely there is anyone in the hierarchy who can actually accept it Jun 7, 2015 Guaranteeing Delivery of Messages with AWS SQS May 9, 2015 The Clarkson School Class of 2015 Commencement speech May 5, 2015 Apple is (or was) the Biggest User of Apache Cassandra Apr 23, 2015 Ordered Sets and Logs in Cassandra vs SQL Apr 8, 2015 Exploration of the Software Engineering as a Profession Apr 8, 2015 What can Evernote Teach Us About Enterprise App Architecture Apr 2, 2015 Microsoft and Apple Have Everything to Lose if Chromebooks Succeed Mar 31, 2015 Where AWS Elastic BeanStalk Could be Better Mar 3, 2015 Configuring Master-Slave Replication With PostgreSQL Jan 31, 2015 Docker can fundamentally change how you think of server deployments Aug 26, 2014 Infrastructure in the cloud vs on-premise Aug 25, 2014 Things I wish Apache Cassandra was better at Feb 12, 2014 "Hello, World!" Using Apache Thrift Feb 24, 2013 Thoughts on Wall Street Technology Aug 11, 2012 Scripting News: After X years programming Jun 5, 2012 Java, Linux and UNIX: How much things have progressed Dec 7, 2010

Let’s talk cloud neutrality

September 17, 2018

Consider the following conversation:
Enterprise architect: As an enterprise, we should be wary of being tied to any particular public cloud provider. My application is cloud neutral because I can re-deploy it at a moment’s notice to any cloud I want.

Me: How do you accomplish that?

EA: My entire application runs as a collection of docker services. I take no advantage of any of the managed services such as queuing or NoSQL because, you know, I must be cloud neutral.

Me: So what do you do instead?

EA: I use MongoDB and Kafka (replace Mongo and Kafka with NoSQL and queuing systems of your choosing that don’t run as managed services)

Me: How do you achieve redundancy and fault tolerance?

EA: I run eight MongoDB nodes in two clusters of four; I have two six-node Kafka clusters, and I have a script that alerts me 24/7 if any of them is down. We will have quarterly disaster recovery exercises on weekends to make sure everything stays up and is ready.

Avoiding managed services, using Docker and running eight Mongo and twelve Kafka nodes does not make an application cloud neutral — it makes it costly to develop, Kafkaesque (excuse the pun) to architect, and impossible to maintain in production. While the architecture diagrams look impressive and sophisticated, you end up losing your weekends and quality time with family to DR exercises and production support.

When we choose to use MongoDB, we are making a conscious decision to tie our application to a specific NoSQL technology. Unlike SQL, there is no platform-independent standard for NoSQL. By choosing MongoDB, we are effectively linking our application to a non-standard data store.

The fact that MongoDB is open-source should not be comforting either. Commercial MongoDB startup is not yet profitable, and they lose scores of millions in revenue per year. Should they change the terms of service or go out of business all together you have only one option left: relying on open-source for continued updates and improvements to the product.

While a project the size of Mongo is unlikely to be entirely abandoned by the open-source community, it's been known to happen to open-source projects. In the end, you will be left to maintain the source code of Mongo yourself. If you need examples closer to home, consider how the Cassandra project abandoned early Thrift-protocol drivers when they moved to CQL.

Likewise, the choice to use Kafka is not what makes the application cloud neutral. It doesn't even make your application messaging platform neutral. Kafka is a proprietary messaging/streaming platform.

The reality is that developers and architects make decisions to irreversibly tie our projects to some technology every day -- programming languages, runtime platforms, databases, queues, object storage, etc. Just ask companies that bet their farms on Borland Delphi or Java Swing. The choice to build upon a managed public cloud services is no different from the choices we make every day anyway. So, why complicate our lives for the sake of a small chance that AWS may go out of business and we might need to move to Azure?

I am not saying that we should not abstract ourselves from the details of whatever managed service we are using. We should, however, build these abstractions in the application software rather than try to find platform-independent infrastructure services.