Likelihood to Recommend Google Cloud Spanner is suited for limitless horizontal scaling while maintaining strong consistency which needs to support ACID. NoSQL databases work in scaling but no ACID support. RDBMS support ACID, but horizontal scaling is not as great. The API it provides result in some limitations to related areas of the code, such as connection pools or database linking framework. So high # of connection pools can vary.
Read full review The Google
Kubernetes Engine clusters are very good at being a managed cloud K8s platform - lots of documentation, features, and updates are available. It's also newbie-friendly - for both administrators and developers. Unfortunately, currently, it cannot reach true zero scale - thus, costs (rent for the service) are still involved even if you are barely using it. Thankfully, it's possible to have alternatives in Google Cloud:
Your own K8s cluster on Compute Engine VMs - you manage it completely; it will have access to a lot of Google Cloud services. Cloud Run cluster - less documented but more flexible Anthos clusters - you can use this service for a lot of types of K8s clusters - Google Kubernetes Engine, Cloud Run, on-prem, AWS, Azure Read full review Pros Super high availability Scales automatically High standard SLA Read full review Deployment of a new GKE cluster is really fast in comparison to other cloud providers. GCP is ahead other vendors and always provide the most up to date Kubernetes version. GKE automation for master upgrade and the worker nodes pool works really well. Read full review Cons Support for Views Support for more databases (schemas). More index types that can be supported (Functional) Backups (ie table/data backup) if data is deleted or truncate by accident. Read full review Not as intuitive as it could be Documentation could be better, especially for people using other Google Cloud tools Not the preferred Kubernetes Engine for many apps Read full review Usability Google Kubernetes Engine has a good UI and documentation that facilitates setup and helps get projects moving along quickly Its built-in logging integrations with StackDriver make it easier to monitor the application and log issues quickly Automated orchestration, deployment, and scaling of nodes and networking are all easily configurable with yaml files Read full review Support Rating Very good
Kubernetes distribution with a reasonable total price. Integration with storage and load balancer for ingress and services speed up every process deployment.
Read full review Alternatives Considered At that point, we were looking at something [that] can hold our relational database, [...] provide stable connection, and maintain high ACID transition.
BigTable is for nonrelational database so it was out of our [sight] very quickly. BigQuery is a data warehouse that can hold huge amount of data but not ideal for transition. AWS RDS is [...] similar to Spanner but because most of our services are already on GCP, so we went with Spanner.
Read full review GKE spins up new nodes a LOT faster than AKS. GKE's auto scaler runs a lot smoother than AKS. GKE has a lot more
Kubernetes features baked in natively.
Read full review Professional Services When issues came up, we reached out to some folks at GCP and they seemed to be very prompt and attentive to our needs. They were always willing to help and provide additional details or recommendations or links to resources. This kind of support is very helpful as it allows us to navigate GKE with more confidence. Read full review Return on Investment Backups specifically if transactional data is deleted. Restoring made us lose time. Sharding on Horizontal level was quick and easy. Deployment and increasing nodes is easy Large dataset handling. ACID compliance Read full review Positive: Allowed us to start and produce working software regardless of our experience level. Positive: Integration with other Google Cloud services that we wanted to use anyway. Negative: It's kinda clunky, and some scenarios seem Google Kubernetes Engine-specific instead of being more integrated with other Google Cloud services or the web UI. Read full review ScreenShots