Correct Is Not I/O Efficient: Characterizing I/O Behavior of LLM Agents on Scientific Data

Copy BibTeX

@misc{yildirim2026ioefficient,
  grc_key = {yildirim2026ioefficient},
  grc_slug = {yildirim-2026-correct-is-not-io-efficient-9d2f},
  author = {Yildirim, I. and Ye, J. and Cernuda, J. and Sun, X.-H. and Kougkas, A.},
  title = {{Correct Is Not I/O Efficient: Characterizing I/O Behavior of LLM Agents on Scientific Data}},
  howpublished = {13th Greater Chicago Area Systems Research Workshop (GCASR 2026)},
  year = {2026},
  month = may,
  publication_status = {presented},
  url = {http://cs.iit.edu/%7Escs/assets/files/yildirim2026correctisnotioefficient_poster.pdf},
  source_url = {http://cs.iit.edu/%7Escs/assets/files/yildirim2026correctisnotioefficient_poster.pdf},
  keywords = {HPC, I/O Analysis, LLM Agents, Scientific Workflows, Storage Performance},
}