Launched January 3, 2023
Burla
Burla is the worlds simplest cluster compute software
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Burla is, incredibly simple to learn, cluster compute software.
Users can (in <60 seconds) go from coding on their local laptop, to coding on thousands of computers/gpus in the cloud, with zero setup, and just one line of code.
Burla is an open-source Python library that lets you run code on thousands of cloud VMs with a single line call.
- for
- Python developers who need fast, scalable distributed compute without complex setup.
- pricing
- open source
- license
- open source
works withPython
Key features
6 features of Burla
- Single-function API — Call any Python function on each input in parallel with remote_parallel_map.
- Composable infrastructure — Assign different hardware (CPU, GPU) to each function in a pipeline.
- Instant scaling — Launch up to 1,000 CPUs in seconds from a local notebook.
- Observability dashboard — Monitor job status, logs, CPU, memory, and network usage in real time.
- Adaptive concurrency — Burla auto-tunes parallelism to boost performance and avoid failures.
- Self-hosted deployment — Run the dashboard locally and provision VMs using AWS, GCP, or Azure CLI credentials.
Use cases
- Parallel OCR processing of thousands of PDFs
- Embedding millions of documents with GPU acceleration
- Genomic data pipelines that download, convert, and merge large sample sets
Burla FAQ
How do I start using Burla?+
Install the package with pip, then run burla dashboard to launch the local UI and start submitting remote_parallel_map calls.
Do I need to manage cloud VMs myself?+
No, Burla provisions VMs on your cloud provider using your existing CLI credentials.
Can I specify different hardware for different steps?+
Yes, you can set func_cpu, func_gpu, or other resources per function call.
Is there a way to see job progress?+
The built-in dashboard shows real-time status, logs, and resource utilization for each function call.
Is Burla free to use?+
Burla is open-source and can be self-hosted at no cost.
Summarized by DevHunt from burla.dev · Oct 4, 2026. Details may change; check the official site.
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