85 citations · 321 across the 25 of their papers we have counts for
13 papers · 1 filter
Workflows Community Summit 2022: A Roadmap Revolution
Rafael Ferreira da Silva, Rosa M. Badia, Venkat Bala +102
Scientific workflows have become integral tools in broad scientific computing use cases. Science discovery is increasingly dependent on workflows to orchestrate large and complex s…
Pilot-Edge: Distributed Resource Management Along the Edge-to-Cloud Continuum
Andre Luckow, Kartik Rattan, Shantenu Jha
Many science and industry IoT applications necessitate data processing across the edge-to-cloud continuum to meet performance, security, cost, and privacy requirements. However, di…
Exploring Task Placement for Edge-to-Cloud Applications using Emulation
Andre Luckow, Kartik Rattan, Shantenu Jha
A vast and growing number of IoT applications connect physical devices, such as scientific instruments, technical equipment, machines, and cameras, across heterogenous infrastructu…
Methods and Experiences for Developing Abstractions for Data-intensive, Scientific Applications
Andre Luckow, Shantenu Jha
Developing software for scientific applications that require the integration of diverse types of computing, instruments, and data present challenges that are distinct from commerci…
Performance Characterization and Modeling of Serverless and HPC Streaming Applications
Andre Luckow, Shantenu Jha
Experiment-in-the-Loop Computing (EILC) requires support for numerous types of processing and the management of heterogeneous infrastructure over a dynamic range of scales: from th…
Pilot-Streaming: A Stream Processing Framework for High-Performance Computing
Andre Luckow, George Chantzialexiou, Shantenu Jha
An increasing number of scientific applications rely on stream processing for generating timely insights from data feeds of scientific instruments, simulations, and Internet-of-Thi…