Gemba Walks are an important mean of vertical integration in Lean Manufacturing
environments. They ensure that all levels of the company stay connected with the front …

Today, GPUs are widely used as coprocessors/accelerators in High-Performance
Heterogeneous Computing due to their many advantages. However, many researches …

This chapter discusses the various data analytics frameworks available based on a cloud
environment that facilitates the user to make an appropriate choice for their application. The …

One aspect of the so called Big Data challenge is the rising quantity of data in almost all
scientific, social, governmental and commercial disciplines. As a result there are many …

The rising number of executed programs (jobs) enabled by the growing amount of available
resources from Clouds, Grids, and HPC (for example) has resulted in an enormous number …

Im Gegensatz zu den in Kapitel 3 vorgestellten Methoden zur Aufnahme, zum Transport und
zur Bereitstellung von jobzentrischen Monitoring-Daten liegt der Fokus hier auf der Analyse …

In job-centric monitoring, monitors gather series of measurements, eg, the used CPU load,
per job. In domains where jobs are expected to behave similar, job-centric monitoring allows …

The authors analyze different temperatures in different times and different seasons. They
apply well-known data analysis agents, such as interpretation analysis, observation …

With rising complexity of high performance computing systems and their parallel software,
performance analysis and optimization has become essential in the development of efficient …

Job-centric monitoring allows to observe the execution of programs and services (so called
jobs) on remote and local computing resources. Especially large installations like Grids …