ML Systems
04-02, 11:10–12:30 (CET), Rotterdam hall 1A


Session chair: Yubin Xia

LOFT: A Lock-free and Adaptive Learned Index with High Scalability for Dynamic Workloads
Yuxuan Mo (Huazhong University of Science and Technology), Yu Hua (Huazhong University of Science and Technology)
Paper

MetaHG: Enhancing HGNN Systems Leveraging Advanced Metapath Graph Abstraction
Haiheng He (Huazhong University of Science and Technology), Haifeng Liu (Huazhong University of Science and Technology), Long Zheng (Huazhong University of Science and Technology), Yu Huang (Huazhong University of Science and Technology), Xinyang Shen (Huazhong University of Science and Technology), Wenkan Huang (Huazhong University of Science and Technology), Shuaihu Cao (Huazhong University of Science and Technology), XIAOFEI LIAO (Huazhong University of Science and Technology), Hai Jin (Huazhong University of Science and Technology), Jingling Xue (University of New South Wales)
Paper

Flex: Fast, Accurate DNN Inference on Low-Cost Edges Using Heterogeneous Accelerator Execution
Tanmoy Sen (University of Virginia), Haiying Shen (University of Virginia), Anand Iyer (Georgia Tech)
Paper

A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro
Beomyeol Jeon (University of Illinois Urbana-Champaign), Chen Wang (IBM Research), Diana Arroyo (IBM Research), Alaa Youssef (IBM Research), Indranil Gupta (University of Illinois Urbana-Champaign)
Paper