Scaling Autonomy in the Cloud

Fig 1. BATES manages DAGs of millions of scenes.

Fig 2. Job scheduling optimizes job turnaround time based on SLA and size.

Fig 3. Auto-scaling strategies are aware of job SLAs and cloud VM cost tiers.