Paldia: Enabling SLO-Compliant and Cost-Effective Serverless Computing on Heterogeneous Hardware

VM Bhasi, A Sharma, S Mohanty… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Among the variety of applications (apps) being deployed on serverless platforms, apps such
as Machine Learning (ML) inference serving can achieve better performance from …

SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing

C Lu, H Xu, Y Li, W Chen, K Ye… - … Conference for High …, 2024 - ieeexplore.ieee.org
The deployment of ML serving applications, featuring multiple inference functions on
serverless platforms, has gained substantial popularity, leading to numerous developments …

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 …

ServlessSimPro: A comprehensive serverless simulation platform

H Cao, J Zhang, L Chen, S Li, G Shi - Future Generation Computer Systems, 2025 - Elsevier
Serverless computing represents an emerging paradigm within cloud computing,
characterized by the fundamental concept of enabling developers to run applications without …

[PDF][PDF] SERVERLESS CLOUD COMPUTING DEPLOYMENT FOR PRE-TRAINED MACHINE LEARNING MODEL

GM SURANEGARA, V FUJIYANTI… - Journal of …, 2024 - jestec.taylors.edu.my
This study examines the application of pre-trained machine learning models on serverless
cloud computing platforms, specifically comparing three serverless services offered by …

Cost-AoI Aware Task Scheduling in Industrial IOT Based on Serverless Edge Computing

M Li, Z Wang - 2024 IEEE Wireless Communications and …, 2024 - ieeexplore.ieee.org
Wireless Industrial IoT plays a crucial role in smart factories, where many sensors are rapidly
generating task requests scheduled for timely responses. Maintaining information freshness …

[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 …

An Improved Genetic Optimization Algorithm for Scheduling Serverless Application Jobs in Public Cloud Environments

L Pei, L Pan, S Liu - 2024 27th International Conference on …, 2024 - ieeexplore.ieee.org
Due to the advantages of ease of management, high elasticity, and low prices, serverless
computing has gained more and more momentum in recent years. Serverless computing …