Distributing CI: Binning and Distributed Task Execution
Blog post from Nx
As Nx workspaces expand, running continuous integration (CI) on a single agent becomes impractical, necessitating distribution across multiple agents. The traditional "binning" approach divides tasks into equally-weighted bins for different agents, which, while common, presents challenges such as inefficient resource allocation, complex setups, and difficulties with task dependencies. In contrast, Nx Cloud 2.0's Distributed Task Execution (DTE) offers a more efficient solution by optimally partitioning tasks and allowing agents to execute tasks dynamically based on task dependencies. This approach ensures that all outputs and logs are centrally accessible, simplifying error tracking and post-processing without requiring significant changes to existing CI setups. Moreover, Nx Cloud DTE can work with any CI system, including private installations, offering a more streamlined and effective method for handling large-scale CI processes.
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