cff-version: 1.2.0
message: "If you use SOLO — System One Layout Optimizer, please cite this software version and the original SOLO paper, Prefix-Cache-Aware Data Reordering for LLM-Augmented Database Analytics."
type: software
title: "SOLO — System One Layout Optimizer"
version: 0.2.0
authors:
  - family-names: Li
    given-names: Yingze
  - family-names: Wang
    given-names: Dong
license: MIT
repository-code: "https://github.com/0814wdwd/solo_jev"
abstract: "SOLO reorders complete structured records and their fields to expose reusable prefixes for decision-model inference, then restores decisions to the original input order."
preferred-citation:
  type: conference-paper
  title: "Prefix-Cache-Aware Data Reordering for LLM-Augmented Database Analytics"
  authors:
    - family-names: Li
      given-names: Yingze
    - family-names: Wang
      given-names: Dong
    - family-names: Guo
      given-names: Yiming
    - family-names: Chen
      given-names: Yao
    - family-names: Wang
      given-names: Hongzhi
    - family-names: He
      given-names: Bingsheng
  collection-title: "Proceedings of the 43rd International Conference on Machine Learning"
  volume: 306
  start: 70693
  end: 70723
  year: 2026
  publisher:
    name: PMLR
  url: "https://proceedings.mlr.press/v306/li26gn.html"