Researchers propose a self-distillation fix for ‘catastrophic forgetting’ in LLMs

LLMs tend to lose prior skills when fine-tuned for new tasks. A new self-distillation approach aims to reduce regression and ...
IEEE

Scalable Cold-Start Optimization in Serverless Computing: Leveraging Function Fusion With PanOpticon Simulator

Abstract: Serverless computing has transformed cloud computing with its inherent scalability, pay-as-you-go pricing model, and low-latency execution. However, cold-start delays arising from the ...
Ecommerce Fastlane

How To Save Cost On Azure Compute Resources?

When you take a close look at your monthly Azure bill, the likelihood is that the single biggest line item will be Compute.
IEEE

Dynamic Function Placement and Request Scheduling of Serverless Workflows in Edge Environment

Abstract: In recent years, edge computing has emerged as a promising solution for deploying IoT applications that demand minimal latency. By leveraging Function as a Service (FaaS) at the edge, it is ...