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- research-articleJune 2024
Hybrid SLM and LLM for Edge-Cloud Collaborative Inference
EdgeFM '24: Proceedings of the Workshop on Edge and Mobile Foundation ModelsJune 2024, Pages 36–41https://doi.org/10.1145/3662006.3662067Edge-Cloud collaboration for deep learning inference has been actively studied, to enhance the inference performance by leveraging both Edge and Cloud resources. However, traditional Edge-Cloud collaboration based on model partitioning or confidence ...
- research-articleNovember 2023
GraphSet: High Performance Graph Mining through Equivalent Set Transformations
SC '23: Proceedings of the International Conference for High Performance Computing, Networking, Storage and AnalysisNovember 2023, Article No.: 32, Pages 1–14https://doi.org/10.1145/3581784.3613213Graph mining is of critical use in a number of fields such as social networks, knowledge graphs, and fraud detection. As an NP-complete problem, accelerating computation performance is the main target for current optimizations. Due to excellent ...