2024

• HotInfra | Lotus: Characterize Architecture Level CPU-based Preprocessing in Machine Learning Pipelines
  The 2nd Workshop on Hot Topics in System Infrastructure (HotInfra’24), co-located with SOSP’24
  Rajveer Bachkaniwala, Harshith Lanka, Kexin Rong, Ada Gavrilovska
  [PDF] [Project Page] [Code] [Slides] [DeepWiki]
  
  
• IISWC | Lotus: Characterization of Machine Learning Preprocessing Pipelines via Framework and Hardware Profiling
  2024 IEEE International Symposium on Workload Characterization (IISWC 2024)
  Rajveer Bachkaniwala, Harshith Lanka, Kexin Rong, Ada Gavrilovska
  [PDF] [Project Page] [Code] [Slides] [DeepWiki]
  Artifact Info: Available, Reviewed, Reproduced
  Awards: 🏆 Best paper nominee