: It uses a Transformer-based attention mechanism to build a performance prediction model for microservice nodes on a system's "critical path".
The file name is a shorthand for the framework (Transformer-based Prediction and Resource Adaption Method) and likely one of its primary authors or a related contributor, such as Yang Chen or Hongyan Xia (whose research is often associated with these models). Paper Summary: TPRAM TpRam-Kelly.7z
: The official journal publication is available at Springer Link . : It uses a Transformer-based attention mechanism to
The paper addresses the difficulty of optimizing resource allocation in cloud-native environments where microservices have complex dependencies. TpRam-Kelly.7z