115 citations · 252 across the 29 of their papers we have counts for
9 papers · 1 filter
Hybrid Serverless Computing: Opportunities and Challenges
Paul Castro, Vatche Isahagian, Vinod Muthusamy +1
In recent years, there has been a surge in the adoption of serverless computing due to the ease of deployment, attractive pay-per-use pricing, and transparent horizontal auto-scali…
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs
Ali Raza, Zongshun Zhang, Nabeel Akhtar +2
Function-as-a-Service (FaaS) has recently emerged to reduce the deployment cost of running cloud applications compared to Infrastructure-as-a-Service (IaaS). FaaS follows a serverl…
MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud
Vatche Ishakian, Azer Bestavros, Assaf Kfoury
In hosting environments such as IaaS clouds, desirable application performance is usually guaranteed through the use of Service Level Agreements (SLAs), which specify minimal fract…
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…
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…
Serving deep learning models in a serverless platform
Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
Serverless computing has emerged as a compelling paradigm for the development and deployment of a wide range of event based cloud applications. At the same time, cloud providers an…
IBM Deep Learning Service
Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi +15
Deep learning driven by large neural network models is overtaking traditional machine learning methods for understanding unstructured and perceptual data domains such as speech, te…
Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research
Geoffrey C. Fox, Vatche Ishakian, Vinod Muthusamy +1
This whitepaper summarizes issues raised during the First International Workshop on Serverless Computing (WoSC) 2017 held June 5th 2017 and especially in the panel and associated d…
Serverless Computing: Current Trends and Open Problems
Ioana Baldini, Paul Castro, Kerry Chang +8
Serverless computing has emerged as a new compelling paradigm for the deployment of applications and services. It represents an evolution of cloud programming models, abstractions,…