Serverless edge computing—where we are and what lies ahead
The edge–cloud continuum combines heterogeneous resources, which are complex to
manage. Serverless edge computing is a suitable candidate to manage the continuum by …
manage. Serverless edge computing is a suitable candidate to manage the continuum by …
faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms
This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …
platforms. In serverless computing, platform operators are tasked with efficiently managing …
Architectural vision for quantum computing in the edge-cloud continuum
Quantum processing units (QPUs) are currently exclusively available from cloud vendors.
However, with recent advancements, hosting QPUs will soon be possible everywhere …
However, with recent advancements, hosting QPUs will soon be possible everywhere …
NEPTUNE: A Comprehensive Framework for Managing Serverless Functions at the Edge
Applications that are constrained by low-latency requirements can hardly be executed on
cloud infrastructures, given the high network delay required to reach remote servers. Multi …
cloud infrastructures, given the high network delay required to reach remote servers. Multi …
Fine-grained accelerator partitioning for Machine Learning and Scientific Computing in Function as a Service Platform
Function-as-a-service (FaaS) is a promising execution environment for high-performance
computing (HPC) and machine learning (ML) applications as it offers developers a simple …
computing (HPC) and machine learning (ML) applications as it offers developers a simple …
SimuScale: Optimizing Parameters for Autoscaling of Serverless Edge Functions Through Co-Simulation
Serverless Edge Computing is growing in popularity, and while commercial providers are
starting to offer edge-oriented products, much research is still being done on orches-trating …
starting to offer edge-oriented products, much research is still being done on orches-trating …
POSEIDON: Efficient Function Placement at the Edge Using Deep Reinforcement Learning
P Jain, P Singhal, D Pandey, G Quatrocchi… - … Conference on Service …, 2024 - Springer
Edge computing allows for reduced latency and operational costs compared to centralized
cloud systems. In this context, serverless functions are emerging as a lightweight and …
cloud systems. In this context, serverless functions are emerging as a lightweight and …
[PDF][PDF] Efficient and Transparent Model Selection for Serverless Machine Learning Platforms
S Vasiljevic - 2023 - netidee.at
Serverless computing is a new paradigm for the deployment of applications in the cloud. Its
extension to the field of Machine Learning (ML) has been a topic of research for the past few …
extension to the field of Machine Learning (ML) has been a topic of research for the past few …