2 papers
cs.DC2026
CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference
Yulin Zou, Yan Chen, Wenyan Chen +5
Video streaming analytics is a crucial workload for vision-language model serving, but the high cost of multimodal inference limits scalability. Prior systems reduce inference cost…
cs.DC2025
Flash-Fusion: Enabling Expressive, Low-Latency Queries on IoT Sensor Streams with LLMs
Kausar Patherya, Ashutosh Dhekne, Francisco Romero
Smart cities and pervasive IoT deployments have generated interest in IoT data analysis across transportation and urban planning. At the same time, Large Language Models offer a ne…