research
∙
11/03/2022
FedGen: Generalizable Federated Learning
Existing federated learning models that follow the standard risk minimiz...
share
research
∙
10/26/2022
A Case for Business Process-Specific Foundation Models
The inception of large language models has helped advance state-of-the-a...
research
∙
08/20/2022
Just-in-Time Aggregation for Federated Learning
The increasing number and scale of federated learning (FL) jobs necessit...
research
∙
08/08/2022
Hybrid Serverless Computing: Opportunities and Challenges
In recent years, there has been a surge in the adoption of serverless co...
research
∙
07/15/2022
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language
Most business process automation is still developed using traditional au...
research
∙
06/01/2022
Natural Language Sentence Generation from API Specifications
APIs are everywhere; they provide access to automation solutions that co...
research
∙
03/23/2022
Adaptive Aggregation For Federated Learning
Advances in federated learning (FL) algorithms,along with technologies l...
research
∙
08/09/2021
Extending LIME for Business Process Automation
AI business process applications automate high-stakes business decisions...
research
∙
10/15/2020
Do's and Don'ts for Human and Digital Worker Integration
Robotic process automation (RPA) and its next evolutionary stage, intell...
research
∙
07/27/2020
From Robotic Process Automation to Intelligent Process Automation: Emerging Trends
In this survey, we study how recent advances in machine intelligence are...
research
∙
07/27/2020
A Conversational Digital Assistant for Intelligent Process Automation
Robotic process automation (RPA) has emerged as the leading approach to ...
research
∙
06/22/2020
PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms
Operationalizing AI has become a major endeavor in both research and ind...
research
∙
01/21/2020
AI Trust in business processes: The need for process-aware explanations
Business processes underpin a large number of enterprise operations incl...
research
∙
09/14/2019
FfDL : A Flexible Multi-tenant Deep Learning Platform
Deep learning (DL) is becoming increasingly popular in several applicati...
research
∙
06/25/2019
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications
The stochastic nature of artificial intelligence (AI) models introduces ...
research
∙
06/25/2019
BPM for the masses: empowering participants of Cognitive Business Processes
Authoring, developing, monitoring, and analyzing business processes has ...
research
∙
06/25/2019
Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less
We see a trend where computing becomes a metered utility similar to how ...
research
∙
06/07/2019
The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry
Serverless computing -- an emerging cloud-native paradigm for the deploy...
research
∙
05/02/2019
SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint
Domains such as scientific workflows and business processes exhibit data...
research
∙
05/17/2018
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform
Deep learning (DL), a form of machine learning, is becoming increasingly...
research
∙
11/16/2017
Neurology-as-a-Service for the Developing World
Electroencephalography (EEG) is an extensively-used and well-studied tec...
research
∙
10/23/2017
