Weilong Wang

Latest

• FaaSLearner: Resource-Efficient Edge Video Analytics via Correlation-aware Multi-model Continual Learning
• InfSquad: SLO-aware Serverless Machine Learning Inference with Wasm-assisted Hybrid Functions
• LLM-Flex: Adaptive Heterogeneous Federated Learning Based on LLM in Uncertain Scenarios
• AI-Native Computing for Distributed Cloud-Edge-Device Collaboration
• Jarvis: Zero-code Prototyping of IoT Applications with Composable Hardware-Software Abstractions
• FluidEdge: Expediting Serverless Machine Learning Inference via Bottleneck-aware Auto-scaling on Edge SoCs
• nnWeb: Towards Efficient WebGPU-based DNN Inference via Automatic Collaborative Offloading
• Collaborative Model Inference for Edge AI: A Deviceless Approach
• Agent-as-a-Service: an AI-native Edge Computing Framework for 6G Networks
• Jolteon: Unleashing the Promise of Serverless for Serverless Workflows
• Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing