4 papers
Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse
Bole Ma, Jan Eitzinger, Harald Koestler +1
Multimodal agents repeatedly re-examine the same video frames, UI screenshots, and rendered artifacts as their context window slides and reasoning iterates, yet every look-back re-…
Leyline: KV Cache Directives for Agentic Inference
Bole Ma, Jan Eitzinger, Harald Koestler
Modern KV cache management assumes the chatbot workload: prompts arrive once and the cache grows append-only, so prefix caching and forward-only eviction are correct by constructio…
Diagnosing Overhead in Dispatch Operations: Cross-architecture Observatory
Bole Ma, Jan Eitzinger, Harald Koestler +1
AlltoAll dispatch is the dominant bottleneck of MoE expert parallelism, and the interconnect community has responded with four families of mitigations: predictive sample placement,…
ChannelFlow-Tools: A Configuration-Driven Pipeline for Generating Machine-Learning-Ready Datasets of 3D Obstructed Channel Flows
Shubham Kavane, Kajol Kulkarni, Lukas Schröder +2
Data-driven surrogate models are increasingly used in computational fluid dynamics, and their reliability depends on the quality of the training data. These models are typically tr…