data generation 1domain-specific backend 1experiment abstraction 1network experimentation 1research infrastructure 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.NI2026
Pramana: A Composable, Domain-Specific Backend for Empirical Networking Research
Jaber Daneshamooz, Eugene Vuong, Alagappan Ramanathan +11
The paper presents Pramana, a composable, domain‑specific backend that separates experiment intent from execution substrate to streamline the generation of empirical networking dat…
cs.CL2025
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs
Jinwoo Park, Seunggeun Cho, Dongsu Han
Large language models (LLMs) power many modern applications, but serving them at scale remains costly and resource-intensive. Current server-centric systems overlook consumer-grade…
cs.NI2025
Towards an Agentic Workflow for Internet Measurement Research
Alagappan Ramanathan, Eunju Kang, Dongsu Han +1
Internet measurement research faces an accessibility crisis: complex analyses require custom integration of multiple specialized tools that demands specialized domain expertise. Wh…