Work / Backend & cloud

Research & simulation

Cloud-hosted Research & Simulation

Moving a personal research program into a cloud environment.

GCPResearch workflowsSimulation

A personal quantitative research program deployed to GCP, with simulation and operational validation in progress. The focus is deployment, execution, and reproducible records.

From a local program to GCP

I moved a personal quantitative research program to GCP. This record focuses on the engineering work around deploying and running the program, then examining its simulation output.

The engineering questions

The next step is to make each run understandable outside a local development session: what ran, with which inputs, and how to examine the result again. I am organizing the next project update around three questions.

  • Which program version and inputs produced this simulation?
  • What records are needed to reproduce or investigate a run?
  • How will scheduling, interrupted execution, and recovery be checked?

Current status and next step

The program is deployed, with simulation and operational validation still in progress. The next update will document the execution environment and post-deployment checks, including scheduling, recovery, and monitoring. This research record makes no claim about investment performance or production readiness.