11 citations · 26 across the 11 of their papers we have counts for
12 papers · 1 filter
STORE: Self-Provisioning Storage-as-a-Service for Serverless Functions
Florian Trimmel, Cynthia Marcelino, Thomas Pusztai +1
Serverless computing provides on-demand elasticity, pay-per-use, and simplified deployment. However, serverless functions are typically stateless and depend on external storage ser…
PLAIground: SLO-Driven Runtime Model Selection for Compound AI Systems in the Edge-Cloud-Space Continuum
Milos Gravara, Cynthia Marcelino, Andrija Stanisic +1
Applications in the 3D Computing Continuum, which unifies edge, cloud, and space, require combining multiple AI tasks such as object detection, time-series analytics, and natural l…
Gaia: Hybrid Hardware Acceleration for Serverless AI in the 3D Compute Continuum
Maximilian Reisecker, Cynthia Marcelino, Thomas Pusztai +1
Serverless computing offers elastic scaling and pay-per-use execution, making it well-suited for AI workloads. As these workloads run in heterogeneous environments such as the Edge…
Roadrunner: Accelerating Data Delivery to WebAssembly-Based Serverless Functions
Cynthia Marcelino, Thomas Pusztai, Stefan Nastic
Serverless computing provides infrastructure management and elastic auto-scaling, therefore reducing operational overhead. By design serverless functions are stateless, which means…
Lumos: Performance Characterization of WebAssembly as a Serverless Runtime in the Edge-Cloud Continuum
Cynthia Marcelino, Noah Krennmair, Thomas Pusztai +1
WebAssembly has emerged as a lightweight and portable runtime to execute serverless functions, particularly in heterogeneous and resource-constrained environments such as the Edge…
Databelt: A Continuous Data Path for Serverless Workflows in the 3D Compute Continuum
Cynthia Marcelino, Leonard Guelmino, Thomas Pusztai +1
Typically, serverless functions rely on remote storage services for managing state, which can result in increased latency and network communication overhead. In a dynamic environme…
Stardust: A Scalable and Extensible Simulator for the 3D Continuum
Thomas Pusztai, Jan Hisberger, Cynthia Marcelino +1
Low Earth Orbit (LEO) satellite constellations are quickly being recognized as an upcoming extension of the Edge-Cloud Continuum into a 3D Continuum. Low-latency connectivity aroun…
CWASI: A WebAssembly Runtime Shim for Inter-function Communication in the Serverless Edge-Cloud Continuum
Cynthia Marcelino, Stefan Nastic
Serverless Computing brings advantages to the Edge-Cloud continuum, like simplified programming and infrastructure management. In composed workflows, where serverless functions nee…
Cosmos: A Cost Model for Serverless Workflows in the 3D Compute Continuum
Cynthia Marcelino, Sebastian Gollhofer-Berger, Thomas Pusztai +1
Due to the high scalability, infrastructure management, and pay-per-use pricing model, serverless computing has been adopted in a wide range of applications such as real-time data…
GoldFish: Serverless Actors with Short-Term Memory State for the Edge-Cloud Continuum
Cynthia Marcelino, Jack Shahhoud, Stefan Nastic
Serverless Computing is a computing paradigm that provides efficient infrastructure management and elastic scalability. Serverless functions scale up or down based on demand, which…
Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum
Cynthia Marcelino, Stefan Nastic
Serverless computing promises a scalable, reliable, and cost-effective solution for running data-intensive applications and workflows in the heterogeneous and limited-resource envi…
HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum
Thomas Pusztai, Cynthia Marcelino, Stefan Nastic
The number of Low Earth Orbit~(LEO) satellites has grown enormously in the past years. Their abundance and low orbits allow for low latency communication with a satellite almost an…