Asynchronous communication can improve system scalability, as microservices can process requests in parallel, and failures in one microservice do not necessarily impact the immediate response to the client. Synchronous communication, on the other hand, may require additional resources to handle multiple concurrent requests and may be more prone to cascading failures.