15 citations · 26 across the 7 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.DC2025
ECCO: Leveraging Cross-Camera Correlations for Efficient Live Video Continuous Learning
Yuze He, Ferdi Kossmann, Srinivasan Seshan +1
Recent advances in video analytics address real-time data drift by continuously retraining specialized, lightweight DNN models for individual cameras. However, the current practice…
cs.DB2025
KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
Eugenie Lai, Gerardo Vitagliano, Ziyu Zhang +16
Discovering insights from a real-world data lake potentially containing unclean, semi-structured, and unstructured data requires a variety of data processing tasks, ranging from ex…