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HTCondor

HTCondor is a free, open-source system for coordinating networked machines to run submitted computing jobs.

Place
#6 of 21
Score
6.1
HTCondor's website

What HTCondor is

HTCondor is a free, open-source system for coordinating networked machines to run submitted computing jobs. It finds available machines for jobs and can restart a job elsewhere if its current machine becomes unavailable. The system can distribute large batches, including thousands of runs across multiple data sets, and make use of otherwise idle machines in a pool. ClassAds match machine resource offers with each job’s requirements and preferences. Users do not need login accounts on the machines running their jobs; HTCondor uses file transfers and split execution. It can draw on clusters, cloud resources, and international grids, while flocking can connect multiple HTCondor installations. File transfer to and from S3-compatible storage is supported, including Google Cloud Storage through its S3 interoperability API, but whole buckets or directories cannot be transferred. HTCondor includes Python bindings and provides user and administrator guides. It is licensed under Apache License 2.0. Community support is available through a mailing list; fee-based contract support offers guaranteed problem resolution and faster turnaround.

Good

  • Matches jobs and machines using ClassAds.
  • Can restart jobs when a machine becomes unavailable.
  • Does not require job users to have machine login accounts.
  • Supports S3-compatible file transfers.
  • Free under Apache License 2.0.

Watch out

  • Cannot transfer entire buckets or directories.
  • Older LTS releases eventually stop receiving bug fixes.
  • Guaranteed support requires a fee-based contract.

Who it suits

HTCondor suits academic, government, and commercial organizations managing computational workloads across networked machines. It is especially relevant when jobs can use available pool, cluster, cloud, or grid resources.

Verdict

HTCondor coordinates workloads across available computing resources and can recover jobs when a machine goes offline. Its file-transfer support has limits, and guaranteed support is a paid option.

The facts

Each one read from HTCondor's own pages, with the date it was checked.

What it does

Access model
HTCondor does not require users to have a login account on the machines where their jobs run, using file transfer and split execution mechanisms.checked 30 Sep 2026
Audience
The site says HTCSS is used by academic, government, and commercial organizations to manage computational workloads.checked 30 Sep 2026
Cloud and grid use
The overview says HTCondor can use clusters, cloud resources, or international grids, and the product page describes flocking multiple HTCondor installations together.checked 29 Sep 2026
Cloud storage integration
HTCondor supports file transfers to and from S3-compatible storage, including Google Cloud Storage through its S3 interoperability API, but does not support transferring entire buckets or directories.checked 29 Sep 2026
Community support
Free, community-based best-effort support is available through the htcondor-users mailing list.checked 29 Sep 2026
Contract support
Fee-based internal support offers guaranteed problem resolution, faster turnaround, telephone access, and a high-priority email address.checked 29 Sep 2026
Documentation
The site provides user and administrator quick-start guides and a manual that can be viewed online or downloaded.checked 30 Sep 2026
Execution model
HTCondor can run jobs without requiring users to have login accounts on the machines where the jobs run.checked 29 Sep 2026
HTCondor-CE integration
HTCondor-CE supports Grid Engine, HTCondor, LSF, PBS Pro, Torque, and Slurm as local batch systems.checked 30 Sep 2026
Job scheduling
Users submit jobs to HTCondor, which finds available machines and starts running the jobs there.checked 30 Sep 2026
License
HTCondor Software Suite is licensed under Apache License, Version 2.0.checked 29 Sep 2026
Purpose
HTCondor creates a High-Throughput Computing environment by using the computing power of networked machines, clusters, cloud resources, and international grids.checked 30 Sep 2026
Python
The site says HTCondor comes with Python bindings.checked 30 Sep 2026
Recovery
If a machine running a job becomes unavailable, HTCondor can automatically restart the job on another machine.checked 30 Sep 2026
Release channels
The download page describes feature releases for new features and bug fixes, and LTS releases for bug fixes to a fixed feature set.checked 30 Sep 2026
Resource matching
HTCondor uses ClassAds to match and rank resource offers against job requests, considering resource properties and priority values.checked 30 Sep 2026
Scale
The overview describes using HTCondor to submit many jobs at once, including thousands of runs across multiple data sets.checked 29 Sep 2026
Security support
HTCondor provides security fixes for the current feature version and current LTS version, and supports the previous LTS for approximately twelve months after a new LTS release.checked 30 Sep 2026
Security updates
The security page says fixes are provided for the current feature and LTS versions and, after a new LTS release, for the previous LTS version for approximately twelve months.checked 29 Sep 2026
Upgrade limits
The site says older LTS channels eventually stop receiving additional bug fixes and that changing to a new LTS feature set requires a manual decision.checked 30 Sep 2026
Vulnerability reporting
The security page asks people to report suspected or confirmed vulnerabilities to [email protected] and says the team will coordinate a disclosure timeline with the reporter.checked 30 Sep 2026
Workload scale
HTCondor is useful for running jobs thousands of times across different data sets, and can run jobs on otherwise idle machines in the pool.checked 30 Sep 2026

The company

Headquarters
Madison, Wisconsin, United Stateschecked 28 Sep 2026

Where it runs

Platforms
The product page says Linux, macOS, and Windows are supported.checked 29 Sep 2026

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