Learn about the background, challenges, and future of Airbnb’s distributed scheduling and queueing system. IntroductionAsynchronous background jobs can often dramatically improve the scalability of web applications by moving time-consuming, resource-intensive tasks to the background. These tasks are often prone to failures, and retrying mechanisms often make it even more expensive to operate appli