115 citations · 240 across the 29 of their papers we have counts for
6 papers · 1 filter
FfDL : A Flexible Multi-tenant Deep Learning Platform
K. R. Jayaram, Vinod Muthusamy, Parijat Dube +9
Deep learning (DL) is becoming increasingly popular in several application domains and has made several new application features involving computer vision, speech recognition and s…
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications
Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian
The stochastic nature of artificial intelligence (AI) models introduces risk to business applications that use AI models without careful consideration. This paper offers an approac…
BPM for the masses: empowering participants of Cognitive Business Processes
Aleksander Slominski, Vinod Muthusamy
Authoring, developing, monitoring, and analyzing business processes has requires both domain and IT expertise since Business Process Management tools and practices have focused on…
Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less
Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian
We see a trend where computing becomes a metered utility similar to how the electric grid evolved. Initially electricity was generated locally but economies of scale (and standardi…
The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry
Paul Castro, Vatche Ishakian, Vinod Muthusamy +1
Serverless computing -- an emerging cloud-native paradigm for the deployment of applications and services -- represents an evolution in cloud application development, programming m…
SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint
Phuong Nguyen, Vatche Ishakian, Vinod Muthusamy +1
Domains such as scientific workflows and business processes exhibit data models with complex relationships between objects. This relationship is typically represented as sequences,…