Architecting a trade surveillance solution is not easy; the algorithms are complex, the data volumes are large and the stakes are high for financial institutions desperately seeking to avoid large regulatory fines. In the whitepaper linked below, I showcase the benefits of opting for a kdb+ cloud architecture deployed into a Kubernetes cluster.
Give it a read!
https://code.kx.com/q/wp/surv-cloud/