tldr - powered by Generative AI

• Trimaran is a set of plugins for Kubernetes clusters that optimize resource allocation and load balancing
• The Target Load Packing plugin aims to achieve high utilization across all nodes while maintaining a safe margin for CPU usage spikes
• The Load Variation Risk Balancing plugin computes a risk score based on CPU and memory utilization and chooses the bottleneck resource score
• Trimaran uses multiple metric sources and caches data to avoid overwhelming metric providers
• Future work includes integrating Trimaran with other schedulers and incorporating additional resources like IO and network latency