Anthony Kougkas, PhD

My research is one line of questions, each opened by the answer before it. IRIS asked whether files and objects could sit behind one interface. Hermes asked who should decide where data lives once a machine has many tiers of memory and storage, and made placement the middleware's job. LABIOS asked what that middleware could do if each request said what it was for, and made the label carry intent. ChronoLog asked how to order the activity those requests leave behind, and chose physical time over consensus. DeepIO, my series of subcontracts with Argonne, Pacific Northwest, and Lawrence Livermore, asked what deep learning needs from the I/O stack, and funded the students who followed that question from training to inference. DTIO treated the label as a unit of work, a data task a runtime can compose and schedule. IOWarp asks the question all of them were circling: which data, metadata, tools, and history does a computation need right now? IOWarp carries Hermes placement, LABIOS intent, DTIO tasks, and ChronoLog provenance forward, and CLIO is the architecture that gives that context to scientific AI agents.

I co-founded the Gnosis Research Center with Xian-He Sun in 2023, where IOWarp and CLIO are built, and co-advise its PhD students; two of the first, Luke Logan and Jaime Cernuda, stayed on at Illinois Tech as research faculty.