Google Research introduces LAVA, an innovative scheduling algorithm that optimizes cloud computing by continuously predicting virtual machine (VM) lifetimes. By leveraging a trio of algorithms—NILAS, LAVA, and LARS—the system enhances resource efficiency in data centers, reduces resource stranding, and improves VM allocation through continuous reprediction of lifetimes.