The serverless computing paradigm promises many desirable properties for cloud
applications-low-cost, fine-grained deployment, and management-free operation …

The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …

Workflows are an application model that enables the automated execution of multiple
interdependent and interconnected tasks. They are widely used by the scientific community …

One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …

We design and develop ObliVM, a programming framework for secure computation. ObliVM
offers a domain specific language designed for compilation of programs into efficient …

Dramatic changes in the technology landscape marked by increasing scales and
pervasiveness of compute and data have resulted in the proliferation of edge applications …

Computational workflows describe the complex multi-step methods that are used for data
collection, data preparation, analytics, predictive modelling, and simulation that lead to new …

The landscape of workflow systems for scientific applications is notoriously convoluted with
hundreds of seemingly equivalent workflow systems, many isolated research claims, and a …

Scientific workflows are a cornerstone of modern scientific computing. They are used to
describe complex computational applications that require efficient and robust management …

The amount of data generated worldwide is constantly increasing. These data come from a
wide variety of sources and systems, are processed differently, have a multitude of formats …