Description:
Studies behavior of large-scale distributed systems
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Type: Formula
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Tracked Since: Dec 28, 2025
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Links:
Homepage |
formulae.brew.sh
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Category: Developer tools
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Tags:
simulation
distributed-systems
hpc
cloud
research
modeling
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Install:
brew install simgrid
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About:
SimGrid is a versatile framework for modeling and simulating distributed systems, including algorithms, protocols, and applications. It enables researchers to evaluate performance and scalability of complex infrastructures like cloud, grid, and HPC environments. By providing accurate simulations without deploying real hardware, it accelerates development and experimentation cycles.
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Key Features:
- Accurate simulation of network and computational resources
- Support for diverse platforms (cloud, HPC, IoT)
- Multiple APIs (C, C++, Python, Java, Lua)
- Reproducible experiments with deterministic results
- Integration with real application code via virtual execution
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Use Cases:
- Researching scheduling algorithms for HPC clusters
- Evaluating network protocols in large-scale distributed systems
- Prototyping and testing cloud resource management strategies
- Educational modeling of parallel and distributed computing concepts
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Alternatives:
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NS-3
– Focuses on detailed network protocol simulation, whereas SimGrid emphasizes higher-level system and application performance modeling.
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CloudSim
– Specialized for cloud data center provisioning and scheduling, while SimGrid offers broader platform support including HPC and IoT.
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