Affiliations: Department of Computer and Informatics Engineering, Technological Educational Institute of Eastern Macedonia & Thrace, Kavala, Greece. E-mail: [email protected] | Department of Computer Engineering and Informatics, University of Patras, Greece. E-mails: {theofilk, likothan, mavroudi}@ceid.upatras.gr | Department of Social Work, School of Sciences of Health and Care, Technological Educational Institute of Patras, Greece Technological Educational Institute of Patras, Patras, Greece
Note: [] Corresponding author: Stergios Papadimitriou, Department of Computer and Informatics Engineering, Technological Educational Institute of Eastern Macedonia & Thrace, 65404 Kavala, Greece. E-mail: [email protected]
Abstract: Although there are a lot of robust and effective scientific libraries in Java, the utilization of these libraries in pure Java is difficult and cumbersome, especially for the average scientist that does not expertise in software development. We illustrate that ScalaLab presents an easier and productive MATLAB like front end. Also, the main strengths and weaknesses of the core Java libraries of ScalaLab are elaborated. Since performance is of paramount importance for scientific computation, the article discusses extensively performance aspects of the ScalaLab environment. Also, Java bytecode performance is compared to native code.
