1 citations · 1 across the 2 of their papers we have counts for
3 papers
PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms
Thomas Rausch, Waldemar Hummer, Vinod Muthusamy
Operationalizing AI has become a major endeavor in both research and industry. Automated, operationalized pipelines that manage the AI application lifecycle will form a significant…
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform
Scott Boag, Parijat Dube, Kaoutar El Maghraoui +7
Deep learning (DL), a form of machine learning, is becoming increasingly popular in several application domains. As a result, cloud-based Deep Learning as a Service (DLaaS) platfor…
JCloudScale: Closing the Gap Between IaaS and PaaS
Rostyslav Zabolotnyi, Philipp Leitner, Waldemar Hummer +1
The Infrastructure-as-a-Service (IaaS) model of cloud computing is a promising approach towards building elastically scaling systems. Unfortunately, building such applications toda…