The first step in designing a parallel or distributed algorithm is to identify the parts of the problem that can be executed independently or concurrently, and how to divide the input data and the ...

an algorithm named Computation Oriented Parallel FFT (COPF) is proposed. COPF which dates from the classic parallel radix-2 FFT focuses on the butterfly structure in FFT and adopts a proper strategy ...

Recent progress in parallel ... in algorithm design not only accelerates data processing but also improves accuracy by overcoming the limitations inherent in traditional serial methods.

In a serial setting, connected components can be efficiently ... In recent years, a number of distributed-memory parallel algorithms have been developed. These algorithms are based on mainly Shiloach ...

🚀 Multi-language benchmark suite comparing serial vs parallel algorithm implementations in C, C++, Go, Java, Python, and Rust. A comprehensive benchmarking suite that implements and compares the ...

void MPI_PSRS(data_t **, int *, int, int, int, MPI_Datatype, compare_t): distributed memory version ... this will only compile the serial version of the library without any parallel algorithm. openmp ...

The Parallel & Distributed Computing Lab (PDCL ... We further develop system-aware parallel graph algorithms that enable runtime optimizations for faster and safer processing, hence bridging ...

To improve computational efficiency, the algorithm employs a distributed computing framework, efficiently distributing computational tasks across multiple computing units. Through a parallel ...