Tag: distributed
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Routing in a Sparse Graph: a Distributed Q-Learning Approach
Routing in a Sparse Graph: a Distributed Q-Learning Approach Distributed agents need only decide one move ahead. The post Routing in a Sparse Graph: a Distributed Q-Learning Approach appeared first on Towards Data Science. Sébastien Gilbert Go to original source
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Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization
Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization Leveraging massive parallelism, asynchronous updates, and multi-machine training to match and exceed human-level performance The post Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization appeared first on Towards Data Science. Sam Black Go to original source
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Collaborative Compressors in Distributed Mean Estimation with Limited Communication Budget
Collaborative Compressors in Distributed Mean Estimation with Limited Communication Budget arXiv:2601.18950v1 Announce Type: new Abstract: Distributed high dimensional mean estimation is a common aggregation routine used often in distributed optimization methods. Most of these applications call for a communication-constrained setting where vectors, whose mean is to be estimated, have to be compressed before sharing. One…
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Ray: Distributed Computing For All, Part 2
Ray: Distributed Computing For All, Part 2 Deploying and running Python code on cloud-based clusters The post Ray: Distributed Computing For All, Part 2 appeared first on Towards Data Science. Thomas Reid Go to original source
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Split-and-Conquer: Distributed Factor Modeling for High-Dimensional Matrix-Variate Time Series
Split-and-Conquer: Distributed Factor Modeling for High-Dimensional Matrix-Variate Time Series arXiv:2601.11091v1 Announce Type: new Abstract: In this paper, we propose a distributed framework for reducing the dimensionality of high-dimensional, large-scale, heterogeneous matrix-variate time series data using a factor model. The data are first partitioned column-wise (or row-wise) and allocated to node servers, where each node estimates…
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Ray: Distributed Computing for All, Part 1
Ray: Distributed Computing for All, Part 1 From single to multi-core on your local PC and beyond The post Ray: Distributed Computing for All, Part 1 appeared first on Towards Data Science. Thomas Reid Go to original source
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Distributed Tracing: A Powerful Approach to Debugging Complex Systems
Distributed Tracing: A Powerful Approach to Debugging Complex Systems Why distributed tracing is the key to resolving performance issues Continue reading on Towards Data Science » Hareesha Dandamudi Go to original source