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Resource provisioning in the context of cloud computing refers to the process of allocating, managing, and delivering computing resources such as processing power, memory, storage, and network bandwidth to applications, users, or services on demand. In traditional IT environments, resources were allocated in a static and rigid manner, requiring organizations to estimate their needs far in advance and purchase or maintain hardware accordingly. This often led to inefficiency and high costs. With cloud computing and the Internet of Things (IoT), however, resource provisioning becomes more dynamic, elastic, and flexible, ensuring that resources can be allocated or deallocated as per the real-time needs of applications and devices. Since IoT systems generate massive amounts of data from billions of interconnected sensors and devices, efficient resource provisioning is critical to meet the demands of processing, storing, and analyzing data without compromising performance or cost efficiency. Resource provisioning is at the heart of cloud computing because it directly influences the scalability, efficiency, and reliability of applications running on the cloud. It allows service providers to guarantee that applications can handle fluctuations in demand by either increasing or decreasing resources. In IoT ecosystems, where data traffic can surge unpredictably due to device interactions or environmental events, resource provisioning ensures that services are not interrupted and users experience seamless connectivity. Without effective provisioning, IoT-driven applications such as smart cities, connected healthcare, and industrial automation ___ ____ __________ __________ ____ _________ __________ ___ ________ ________ __________ ____.
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