I noticed that Zoho, just like many other CRM solutions tend to focus on sales alone, and doesn't fit a subscription model very well. So once you have a bunch of deals in the pipeline, you'll want to close them as 'won'; However, if you have customers on subscriptions with expiration dates, renewals, etc. One way to manage that is to pair zoho or hubspot with an application that supports existing customers,... Source: over 2 years ago

I have also a spark cluster created with google cloud dataproc. Source: about 1 year ago

Specifically, we heavily rely on managed services from our cloud provider, Google Cloud Platform (GCP), for hosting our data in managed databases like BigTable and Spanner. For data transformations, we initially heavily relied on DataProc - a managed service from Google to manage a Spark cluster. - Source: dev.to / about 2 years ago

With that, the best way to maximize processing and minimize time is to use Dataflow or Dataproc depending on your needs. These systems are highly parallel and clustered, which allows for much larger processing pipelines that execute quickly. Source: over 2 years ago