Serial LLM inference backends—such as Ollama—process requests one at a time under FCFS admission, causing Head-of-Line Blocking (HOLB) under mixed workloads at high utilisation: short factual queries ...

Sporadic events are the bugaboo of many real-time systems. Finding a way to manage aperiodic behavior can spell the difference between system failure and system success. This article presents the ...