Hugging Face's logo

Datasets:
InfraBench
/
infrabench

Tasks:
Other
Languages:
English
Size:
n<1K
Tags:
agents
infrastructure
benchmark
systems
HotInfra
evaluation
License:
Dataset card Files
xet
 Community
infrabench / README.md
xuanmiao-31's picture
xuanmiao-31
Add crawler-facing Medium backlink (HTML comment)
1b82383 verified
preview code
|
Raw
History Blame Contribute Delete
3.2 kB
metadata 
pretty_name: InfraBench
license: apache-2.0
task_categories:
  - other
tags:
  - agents
  - infrastructure
  - benchmark
  - systems
  - HotInfra
  - evaluation
size_categories:
  - n<1K
language:
  - en

InfraBench

InfraBench evaluates AI agents on realistic infrastructure incidents across the full stack (L1 hardware → L4 applications) and the operational lifecycle — durability, invariants, cleanup, and risk — not just binary pass/fail.

There is no arXiv id for this paper yet. The canonical PDF is hosted by HotInfra: https://hotinfra.org/2026/papers/hotinfra26-final71.pdf

What's in this dataset

Public task packages (instruction, environment, verifier layout) mirrored from the open InfraBench repository:

Task Layer Difficulty Backend
hello-world — Easy Docker
ipmi-node-power-recovery L1 Easy BM Cluster
cassandra-nic-split-brain L2 Medium BM Cluster
cassandra-dead-node-removal L3 Medium BM Cluster
vm-ceph-bootstrap L3 Hard VM cluster
db-wal-recovery L4 Hard Container

Also included:

  • paper/hotinfra26-final71.pdf — HotInfra '26 paper PDF
  • docs/assets/ — README figures
  • CONTRIBUTING.md / AGENTS.md — task authoring notes
  • LICENSE — Apache-2.0

Not included

The closed evaluation runtime (Syscraft) is not published here. Treat these packages as layout + verifier references until a public runner ships.

Task package shape 

my-task/
├── task.toml          # env, resources, difficulty
├── instruction.md     # what the agent sees
├── environment/       # Dockerfile  —or—  setup.sh + bootstrap.sh
├── solution/          # optional reference solve.sh
└── tests/             # verifier → /logs/verifier/reward.{txt,json}

Citation 

@inproceedings{gao2026infrabench,
  title     = {Beyond Pass/Fail: Evaluating Infrastructure Agents Across Layers, Lifecycle, and Risk},
  author    = {Gao, Yuan and Yang, Zeren and Li, Junnan and Zhong, Shawn (Wanxiang) and Dajani, Ahmed and Zheng, Mai and Arpaci-Dusseau, Andrea and Arpaci-Dusseau, Remzi},
  booktitle = {Workshop on Hot Topics in System Infrastructure (HotInfra)},
  year      = {2026},
  note      = {Co-located with ISCA '26},
  url       = {https://hotinfra.org/2026/papers/hotinfra26-final71.pdf}
}

Links