Massively parallel implementation of sequence alignment with basic local alignment search tool using parallel computing in java library

M Nowicki, D Bzhalava, P BaŁa - Journal of Computational Biology, 2018 - liebertpub.com
Abstract Basic Local Alignment Search Tool (BLAST) is an essential algorithm that
researchers use for sequence alignment analysis. The National Center for Biotechnology …

PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads

M Nowicki, Ł Górski, P Bała - Journal of Big Data, 2021 - Springer
With the development of peta-and exascale size computational systems there is growing
interest in running Big Data and Artificial Intelligence (AI) applications on them. Big Data and …

Pcj–java library for highly scalable hpc and big data processing

M Nowicki, Ł Gorski, P Bała - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
PCJ is a Java library for scalable high performance and computing and Big Data processing.
The library implements the partitioned global address space (PGAS) model. The PCJ …

Comparison of sort algorithms in Hadoop and PCJ

M Nowicki - Journal of Big Data, 2020 - Springer
Sorting algorithms are among the most commonly used algorithms in computer science and
modern software. Having efficient implementation of sorting is necessary for a wide …

[PDF][PDF] Performance evaluation of parallel computing and Big Data processing with Java and PCJ library

M Nowicki, Ł Górski, P Bała - Cray Users Group, 2018 - researchgate.net
In this paper, we present PCJ (Parallel Computing in Java), a novel tool for scalable high-
performance computing and big data processing in Java. PCJ is Java library implementing …

[HTML][HTML] Benchmarking the Sort Algorithm on Ethernet Cluster

M Nowicki - HPI Future SOC Lab–Proceedings 2020, 2024 - books.google.com
The paper shows the evaluation of various implementations of the sort algorithm on the
1000 Core Cluster at HPI Future SOC Lab. The implementations was done using PGAS …

Comparison of the HPC and big data Java libraries spark, PCJ and APGAS

J Posner, L Reitz, C Fohry - 2018 IEEE/ACM Parallel …, 2018 - ieeexplore.ieee.org
Although Java is rarely used in HPC, there are a few notable libraries. Use of Java may help
to bridge the gap between HPC and big data processing. This paper compares the big data …

[HTML][HTML] Benchmarking Java on Ethernet Cluster

M Nowicki - HPI Future SOC Lab–Proceedings 2019, 2024 - books.google.com
The paper shows the evaluation of some tests of the PCJ library on the 1000 Core Cluster at
HPI Future SOC Lab. The microbenchmarks and applications selected to test performance …

Comparison of sort algorithms in Hadoop and PCJ

N Marek - Journal of Big Data, 2020 - search.proquest.com
Sorting algorithms are among the most commonly used algorithms in computer science and
modern software. Having efficient implementation of sorting is necessary for a wide …

[PDF][PDF] Scalable computing in Java with PCJ Library. Improved collective operations

M Nowicki, Ł Górski, P Bała - 2021 - academia.edu
Recent years are associated with the increasing utilization of clusters, supercomputers, and
computer clouds. In addition to the computations based on the mathematical models, we …