32 citations · 32 across the 4 of their papers we have counts for
5 papers
Yaksha-Prashna: Understanding eBPF Bytecode Network Function Behavior
Animesh Singh, K Shiv Kumar, S. VenkataKeerthy +7
Many cloud infrastructure organizations increasingly rely on third-party eBPF-based network functions for use cases like security, observability, and load balancing, so that not ev…
Simulating LLM training workloads for heterogeneous compute and network infrastructure
Sumit Kumar, Arjun Temura, Naman Sharma +6
The growing demand for large-scale GPU clusters in distributed model training presents a significant barrier to innovation, particularly in model optimization, performance tuning,…
GPUs, CPUs, and... NICs: Rethinking the Network's Role in Serving Complex AI Pipelines
Mike Wong, Ulysses Butler, Emma Farkash +3
The increasing prominence of AI necessitates the deployment of inference platforms for efficient and effective management of AI pipelines and compute resources. As these pipelines…
Contra: A Programmable System for Performance-aware Routing
Kuo-Feng Hsu, Ryan Beckett, Ang Chen +3
We present Contra, a system for performance-aware routing that can adapt to traffic changes at hardware speeds. While existing work has developed point solutions for performance-aw…
Fault Localization in Large-Scale Network Policy Deployment
Praveen Tammana, Chandra Nagarajan, Pavan Mamillapalli +2
The recent advances in network management automation and Software-Defined Networking (SDN) are easing network policy management tasks. At the same time, these new technologies crea…