9 citations · 9 across the 4 of their papers we have counts for
4 papers
Vortex: Hosting ML Inference and Knowledge Retrieval Services With Tight Latency and Throughput Requirements
Yuting Yang, Tiancheng Yuan, Jamal Hashim +6
There is growing interest in deploying ML inference and knowledge retrieval as services that could support both interactive queries by end users and more demanding request flows th…
AI-Based Teat Shape and Skin Condition Prediction for Dairy Management
Yuexing Hao, Tiancheng Yuan, Yuting Yang +4
Dairy owners spend significant effort to keep their animals healthy. There is good reason to hope that technologies such as computer vision and artificial intelligence (AI) could r…
Keep Your Friends Close: Leveraging Affinity Groups to Accelerate AI Inference Workflows
Thiago Garrett, Weijia Song, Roman Vitenberg +1
AI inference workflows are typically structured as a pipeline or graph of AI programs triggered by events. As events occur, the AIs perform inference or classification tasks under…
Spindle: Techniques for Optimizing Atomic Multicast on RDMA
Sagar Jha, Lorenzo Rosa, Ken Birman
Leveraging one-sided RDMA for applications that replicate small data objects can be surprisingly difficult: such uses amplify any protocol overheads. Spindle is a set of optimizati…