As we are fast approaching the beginning of a paradigm shift in the field of science, Data
driven science (the so called fourth science paradigm) is going to be the driving force in …

Reverse time migration (RTM) modeling is a computationally intensive component in the
seismic processing workflow of oil and gas exploration, often demanding the manipulation of …

Orientation of modern software systems towards data-intensive processing raises new
difficulties in software engineering on how to build and maintain such systems. Some of the …

Big data is gaining overwhelming attention since the last decade. Almost all the fields of
science and technology have experienced a considerable impact from it. The cloud …

An effective processing of Big Data in various application areas is an important task today.
Modern development of information technology provides the ability to calculate a large …

Recently, computing platforms have been being configured on a large scale to satisfy the
diverse requirements of emerging applications like big data and graph processing, neural …

With the rapid increasing of network scale, the size of traffic data also expands a lot. In
traditional traffic data analysis, there are some problems, such as high computation …

Trends show a shift from batch to stream processing, less to more parallel hardware, from
historical analytics to real-time analytics, big data to fast data frameworks. Despite the …

Computers doen bijna niets anders dan opdrachten verwerken, en het liefst zo snel
mogelijk. Om dit te kunnen doen heeft een computer vaak meerdere'processing units'. Dit …