GreenFaaS: Maximizing energy efficiency of HPC workloads with FaaS

A Kamatar, V Hayot-Sasson, Y Babuji, A Bauer… - arXiv preprint arXiv …, 2024 - arxiv.org
Application energy efficiency can be improved by executing each application component on
the compute element that consumes the least energy while also satisfying time constraints …

Self-provisioning infrastructures for the next generation serverless computing

S Nastic - SN Computer Science, 2024 - Springer
Serverless computing has ushered in a transformative paradigm, with a promise to alleviate
developers from the intricacies of infrastructure management. However, current serverless …

FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows

Y Wang, P Chen, H Dou, Y Zhang, G Yu, Z He… - Proceedings of the 39th …, 2024 - dl.acm.org
Serverless computing, also known as Function-as-a-Service (FaaS), is a significant
development trend in modern software system architecture. The workflow composition of …

FireFace: Leveraging Internal Function Features for Configuration of Functions on Serverless Edge Platforms

M Li, J Zhang, J Lin, Z Chen, X Zheng - Sensors, 2023 - mdpi.com
The emerging serverless computing has become a captivating paradigm for deploying cloud
applications, alleviating developers' concerns about infrastructure resource management by …

A Holistic and Hybrid Service Selection Strategy for MEC-based UAV Last-mile Delivery Systems

J Xu, X Liu, AG Neiat, L Chu, X Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the widespread use of Internet of Things (IoT) technology, an enormous number of end
devices that request various kinds of cloud services have been connected to the Internet …

FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications

J Huang, P Chen, G Yu, Y Wang… - 2024 IEEE 35th …, 2024 - ieeexplore.ieee.org
Serverless becomes popular as a novel computing paradigms for cloud native services.
However, the complexity and dynamic nature of serverless applications present significant …

RightFusion: Enabling QoS driven Function Fusion in Edge-Cloud FaaS

KR Sheshadri, J Lakshmi - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Function-as-a-Service (FaaS), a form of serverless computing, allows applications to be
composed as a workflow of stateless, event-driven, short-lived functions that are deployed …

Machine Learning to Predict Risk Management Applications Performance

L De Giorgi, D Ardagna - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
Machine Learning is increasingly crucial for predicting application performance, offering a
black-box approach that does not require a deep understanding of the application internal …

Agents in the Computing Continuum: the MLSysOps Perspective

M Loaiza, C Savaglio, R Gravina… - Proceedings of the …, 2023 - dl.acm.org
Multi-agent systems (MASs) have gained considerable attention in the field of distributed
computing due to their ability to provide technical interoperability, resource sharing and …

Rate-Based Abstract Machine: An Efficient Computation Model for Guaranteeing Performance of Bursty, Real-Time Applications

H Nguyen - 2024 - knowledge.uchicago.edu
Abstract Cloud Function-as-a-Service (FaaS) systems offer statistical guarantees and cannot
meet the deadlines of bursty, real-time applications. To address this limitation, we propose …