With the predominance of administration registering and distributed computing, an ever-increasing number of administrations are developing on the internet, producing tremendous volume of information. The mind-boggling administration-created information turn out to be too extensive and complex to be successfully prepared by customary methodologies. The most effective method to store, oversee, and make values from the administration-situated enormous information turn into a vital research issue. With the inexorably huge measure of information, a solitary framework that gives normal usefulness to overseeing and dissecting diverse sorts of administration-produced enormous information is critically required. To address this test, this chapter gives a review of administration-produced huge information and big data-as-a-service. Initially, three sorts of administration-produced huge information are abused to upgrade framework execution. At that point, big data-as-a-service, including big data infrastructure-as-a-Service, big data platform-as-a-service, and big data analytics software-as-a-service, is utilized to give regular huge information-related administrations (e.g., getting to benefit-produced huge information and information investigation results) to clients to improve effectiveness and lessen cost.