23 citations · 64 across the 23 of their papers we have counts for
6 papers · 1 filter
Tremulant: Latency in Serverless Platforms beyond the 99th Percentile
Linus Gustafsson, Trever Schirmer, David Bermbach
Function-as-a-Service (FaaS) increases developer productivity by removing operational concerns such as managing hardware and software runtimes. Because function instances are start…
Large-scale workflow placement in serverless computing using integer nonlinear programming
Joshua Adamek, Natalie Carl, Trever Schirmer +3
Serverless edge computing has become a powerful cloud framework that enables the execution of large workflows without the need for the user to manage the underlying servers and edg…
FaaSMoE: A Serverless Framework for Multi-Tenant Mixture-of-Experts Serving
Minghe Wang, Trever Schirmer, Mohammadreza Malekabbasi +1
Mixture-of-Experts (MoE) models offer high capacity with efficient inference cost by activating a small subset of expert models per input. However, deploying MoE models requires al…
New Kids: An Architecture and Performance Investigation of Second-Generation Serverless Platforms
Trever Schirmer, Aris Wiegand, Lucca di Benedetto +4
With the ever-increasing usage of serverless computing in both industry and academia, it is essential to understand the mechanisms that power the underlying platforms. As serverles…
Serverless Abstractions for Short-Running, Lightweight Streams
Natalie Carl, Niklas Kowallik, Constantin Stahl +3
Serverless computing and stream processing represent two dominant paradigms for event-driven data processing, yet both make assumptions that render them inefficient for short-runni…
Konflux: Optimized Function Fusion for Serverless Applications
Niklas Kowallik, Trever Schirmer, David Bermbach
Function-as-a-Service (FaaS) has become a central paradigm in serverless cloud computing, yet optimizing FaaS deployments remains challenging. Using function fusion, multiple funct…