Agent Memory

2027

1. MLSys

   Agent Memory: Storage and Retrieval of LLM Reasoning Traces at Scale

   Saman Bahzad Khan and others

   In Conference on Machine Learning and Systems (MLSys), 2027

   Under Submission

   Abs Bib HTML

   An analysis of 535 queries across seven models finds reasoning traces ranging from under 1 KB to over 71 KB per query. The project develops co-location and indexing strategies for highly variable semantic reasoning workloads.

   @inproceedings{khan2026agentmemory,
     title = {Agent Memory: Storage and Retrieval of LLM Reasoning Traces at Scale},
     author = {Khan, Saman Bahzad and others},
     booktitle = {Conference on Machine Learning and Systems (MLSys)},
     year = {2027},
     note = {Under Submission},
   }