This workshop teaches practical parallel programming in Python through real-world examples. You'll learn when and how to use different parallelization approaches, understand their performance ...

The Parallel Python library provides convenient access to the Parallel REST API from any Python 3.9+ application. The library includes type definitions for all request params and response fields, and ...

Abstract: We present FastFlow-Python, a framework that brings parallelism to Python for stream-processing applications. FastFlow-Python enables developers to build high-throughput, low-latency ...

In this tutorial, we implement an AI agent pipeline using Parsl, leveraging its parallel execution capabilities to run multiple computational tasks as independent Python apps. We configure a local ...

Abstract: Multicore architecture has become the dominant trend in modern computer design to achieve high performance. To take advantage of multicore systems and develop well-performing applications, ...

I'm running some simulations using the joblib library. For that, I have some number of parameter combinations, each of which I run 100,000 times. I'd now like to write the result of each simulation to ...