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job-defense-shield

github.com·Infrastructure

job-defense-shield is an open-source CLI tool that helps administrators and researchers identify and reduce underutilization in high-performance computing systems, with features like alerting and Slurm integration.

Open SourceGPL-2.0
CLI
J
job-defense-shield preview
Visit github.com↗
⭐17
stars
🍴5
forks
✓4
features
📅2022
since

Overview

4 features

In the Observability & monitoring space, job-defense-shield takes a focused approach. It focuses on detecting and reducing resource underutilization in high-performance computing environments. It is built as an open-source project for HPC administrators and researchers. job-defense-shield is open source under the GPL-2.0 license. It runs on the command line.

It is developed by PrincetonUniversity, and the product first shipped in 2022. Development happens publicly on GitHub with 17 stars and 26 commits in the last 90 days. Key capabilities include underutilization detection, HPC monitoring, and alerting.

  • ✓Underutilization detection
  • ✓HPC monitoring
  • ✓Alerting
  • ✓Slurm integration

Tags

hpc-monitoringresource-utilizationslurm-integration

AI capabilities

Weights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseGPL-2.0
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 17✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 26, 10:46 PM

    Listing verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about job-defense-shield

What does job-defense-shield do?
Job-defense-shield focuses on detecting and reducing resource underutilization in high-performance computing environments. It is catalogued under Observability & monitoring on PulseGate.
Who is job-defense-shield for?
job-defense-shield is an open-source project built for HPC administrators and researchers.
Is job-defense-shield free?
Yes — job-defense-shield is open source under the GPL-2.0 license and free to use.
What platforms does job-defense-shield run on?
job-defense-shield runs on the command line.
Is job-defense-shield still maintained?
PulseGate's automated liveness checks currently classify job-defense-shield as active. The GitHub repository shows 26 commits in the last 90 days.
What are alternatives to job-defense-shield?
Similar tools tracked by PulseGate include ShieldPi, agentshield-x, and PySheild.ShieldPiagentshield-xPySheild
Who makes job-defense-shield?
job-defense-shield is developed by PrincetonUniversity.
When did job-defense-shield launch?
job-defense-shield first shipped in 2022.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 17
License
GPL-2.0
First seen
Apr 11, 2022
Activity
🟢 Active
Status
🟢 Active
Built for
HPC administrators and researchers
Model
Open source
Solves
Detecting and reducing resource underutilization in high-performance computing environments.

Developer

PrincetonUniversity
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
17
🍴 Forks
5
Open issues
0
Last commit
1mo ago
Commits 90d
26
Contributors
5
Authorship
Small team
Default branch
main
Latest release
v1.3.1 · 2mo ago

Live coverage

Confidence
Low · 64
Indexed
Jun 26, 2026
Lifecycle
Alive
Activity
Active
First seen
Apr 2022
Last seen
3w ago
Identity audit (9)
Entity ID
cmqviwfzk0sixhgehmuyeth79
Slug
job-defense-shield-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 27, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 27, 2026
Canonical URL
https://github.com/PrincetonUniversity/job_defense_shield

Similar apps

Other apps tracked under the same category.

  • ShieldPi
    shieldpi.io
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    github.com
  • PySheild
    pypi.org
  • jobd
    pypi.org
  • shieldctl
    github.com
  • agentshield-cli
    github.com