research
∙
03/31/2023
Workflows Community Summit 2022: A Roadmap Revolution
Scientific workflows have become integral tools in broad scientific comp...
share
research
∙
12/13/2021
Toward Democratizing Access to Facilities Data: A Framework for Intelligent Data Discovery and Delivery
Data collected by large-scale instruments, observatories, and sensor net...
research
∙
10/26/2021
Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges
In this survey, we discuss the challenges of executing scientific workfl...
research
∙
10/13/2021
Scalable Graph Embedding LearningOn A Single GPU
Graph embedding techniques have attracted growing interest since they co...
research
∙
12/30/2020
Leveraging User Access Patterns and Advanced Cyberinfrastructure to Accelerate Data Delivery from Shared-use Scientific Observatories
With the growing number and increasing availability of shared-use instru...
research
∙
04/22/2020
Exploring Trade-offs in Dynamic Task Triggering for Loosely Coupled Scientific Workflows
In order to achieve near-time insights, scientific workflows tend to be ...
research
∙
12/13/2019
Challenges in designing edge-based middlewares for the Internet of Things: A survey
The Internet of Things paradigm connects edge devices via the Internet e...
research
∙
08/03/2018
Edge Based Data-Driven Pipelines (Technical Report)
This research reports investigates an edge on-device stream processing p...
research
∙
07/11/2018
