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Recommended Operating Environment

Recommended Operating Environment
Cluster Size Sized according to throughput needs
Operating System Ubuntu 22.04 LTS (recommended)
Quine Enterprise Java OpenJDK or Oracle 17 (requires at least 11)
Quine Enterprise CPU 8-32 Cores Recommended
Quine Enterprise Memory 16-20 GB RAM
Cassandra Java OpenJDK or Oracle 11 (or 8)
Cassandra CPU 16+ Cores
Cassandra Memory 32+ GB RAM; high memory instances are recommended

EC2 instance‑type guidance

Use fixed‑performance instances such as the m7a family for production clusters.
m7a nodes deliver sustained vCPU capacity.

Avoid burstable t‑series (t3, t4g, etc.) in production.
These instances rely on CPU‑credit buckets: once the credit balance is depleted, the vCPUs are throttled down to their low baseline (for example, about 30% of a core), causing sudden latency spikes and reduced throughput.

Burstable nodes are fine for ad‑hoc testing or dev workloads that idle most of the time, but Quine Enterprise’s stream‑processing benefits from guaranteed compute.

Reference Deployment