Continuum: A Platform for Cost-Aware, Low-Latency Continual Learning. - Huangshi Tian; Minchen Yu; Wei Wang 030 (SoCC, 2018)

Stay Fresh: Speculative Synchronization for Fast Distributed Machine Learning. - Chengliang Zhang; Huangshi Tian; Wei Wang 030; Feng Yan 001 (ICDCS, 2018)

Towards Framework-Independent, Non-Intrusive Performance Characterization for Dataflow Computation. - Huangshi Tian; Qizhen Weng; Wei Wang 030 (APSys, 2019)

Characterizing and Synthesizing Task Dependencies of Data-Parallel Jobs in Alibaba Cloud. - Huangshi Tian; Yunchuan Zheng; Wei Wang 030 (SoCC, 2019)

CrystalPerf: Learning to Characterize the Performance of Dataflow Computation through Code Analysis. - Huangshi Tian; Minchen Yu; Wei Wang 030 (USENIX ATC, 2021)

FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute. - Ao Wang; Shuai Chang; Huangshi Tian; Hongqi Wang; Haoran Yang; Huiba Li; Rui Du; Yue Cheng 001 (USENIX ATC, 2021)

Owl: performance-aware scheduling for resource-efficient function-as-a-service cloud. - Huangshi Tian; Suyi Li 002; Ao Wang; Wei Wang 030; Tianlong Wu; Haoran Yang (SoCC, 2022)