Kiran Kumar Patibandla

Walmart Stores · Department of Information Technology

The use of artificial intelligence (AI) in cloud architectures has significantly increased processing efficiency and scale. However, with the development of complex algorithms and big data as well as surprisingly entered into our machine learning world; workload management becomes a significant issue in AI cloud computing. Existing workload managem...

Cloud computing has been disrupting the way businesses work through an effective, and low-cost platform for delivering services and resources. However, as cloud computing is growing at a faster pace the complexity of administering and upkeep of such huge systems has become more complex. Time-consuming and resource-intensive tasks make repetitive op...

Cloud computing architectures are more scalable and economical which is the main reason that has contributed to its popularity. However, they bring their own set of challenges when it comes to workload scheduling and resource utilization because virtual machines (VM) and applications have to share different types of resources like servers, storage,...

To enhance system utility in multi-user task offloading, a reinforcement deep learning-based task offloading scheme within an edge-cloud joint computing framework is proposed. This scheme leverages deep reinforcement learning to optimize the collaborative allocation of resources between edge and cloud, improving decision making for task offloading...

Adaptive video streaming has emerged as the leading approach for delivering video content online, thanks to its capability to modify video quality according to the viewer's network conditions, which helps ensure smooth playback and reduces buffering. As online video consumption has surged, monetization through advertisements has become essential fo...

With the rapid development and widespread application of the Internet of Things (IoT), big data, and 5G networks, traditional cloud computing is increasingly unable to handle the massive amounts of data generated by network edge devices. In response, edge computing has emerged as a promising solution. However, due to its open nature, characterized...

An exemplary method includes an adaptive media content presentation system detecting an interaction of a user with a media content program, generating a playing pattern associated with the media content program based on the detected interaction of the user with the media content program, and applying the playing pattern to at least one of a present...