{
 "id": "fluid-iss",
 "entry": 6,
 "name": "Project FLUID: federated learning on the International Space Station",
 "group": "ran",
 "class": "learning",
 "location": "space station",
 "operator": "Hewlett Packard Enterprise, with NASA",
 "developer": "Hewlett Packard Enterprise",
 "host": "HPE Spaceborne Computer-2, International Space Station",
 "catalogue": null,
 "dates": {
  "launched": null,
  "ran": "by February 2024",
  "reported": "2024-02-29",
  "ended": null
 },
 "hardware": "HPE Spaceborne Computer-2",
 "software": "Federated learning; no model named",
 "did": "Trained machine learning models jointly from data held on Earth and data held on the station, without pooling the data.",
 "marks": [
  {
   "stage": "R",
   "evidence": 1,
   "basis": [
    "c1",
    "c2"
   ]
  }
 ],
 "claims": [
  {
   "id": "c1",
   "kind": "quote",
   "text": "HPE completes first Project FLUID experiment in collaboration with NASA",
   "speaker": "Hewlett Packard Enterprise",
   "relation": "host-operator",
   "source": "hpe-spaceborne-timeline",
   "published": "2024-02-29",
   "published_basis": "date of the entry on the page",
   "url": "https://www.hpe.com/us/en/newsroom/accelerating-space-exploration-with-the-spaceborne-computer.html",
   "source_title": "Accelerating space exploration with the Spaceborne Computer",
   "publisher": "Hewlett Packard Enterprise",
   "source_kind": "timeline",
   "accessed": "2026-10-04",
   "copy_route": "manual",
   "read": "in part: the first 16 of 64 timeline entries, and four entries in full"
  },
  {
   "id": "c2",
   "kind": "quote",
   "text": "This experiment resulted in the first successful implementation of machine learning models trained in a federated manner using data held separately on both Earth and aboard the International Space Station.",
   "speaker": "Hewlett Packard Enterprise",
   "relation": "host-operator",
   "source": "hpe-spaceborne-timeline",
   "published": "2024-02-29",
   "published_basis": "date of the entry on the page",
   "url": "https://www.hpe.com/us/en/newsroom/accelerating-space-exploration-with-the-spaceborne-computer.html",
   "source_title": "Accelerating space exploration with the Spaceborne Computer",
   "publisher": "Hewlett Packard Enterprise",
   "source_kind": "timeline",
   "accessed": "2026-10-04",
   "copy_route": "manual",
   "read": "in part: the first 16 of 64 timeline entries, and four entries in full"
  }
 ],
 "conflicts": [],
 "notes": "The source is a timeline entry of two sentences. No paper or data was found.",
 "changed": null,
 "headline": "R1"
}