Results 171 to 180 of about 15,666 (213)

AlloyStack: A Library Operating System for Serverless Workflow Applications

European Conference on Computer Systems
Serverless workflow applications, composed of multiple serverless functions, are increasingly popular in production. However, inter-function communication and cold start latency remain key performance bottlenecks.
Jianing You, Kang Chen, Laiping Zhao, Yiming Li, Yichi Chen, Yuxuan Du, Yanjie Wang, Luhang Wen, Keyang Hu, Keqiu Li   +9 more
semanticscholar   +1 more source

EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency

International Symposium on Computer Architecture
While serverless computing is increasingly popular, its energy and power consumption behavior is hardly explored. In this work, we perform a thorough characterization of the serverless environment and observe that it poses a set of challenges not ...
Jovan Stojkovic, Nikoleta Iliakopoulou, Tianyi Xu, Hubertus Franke, Josep Torrellas   +4 more
semanticscholar   +1 more source

EneX: An Energy-Aware Execution Scheduler for Serverless Computing

IEEE Transactions on Industrial Informatics
The emerging serverless computing paradigm has recently attracted huge attention from both academia and industry. It brings benefits, such as less operational complexity, high scalability and availability, and lower costs.
Seyed Hamed Rastegar, Hossein Shafiei, A. Khonsari   +2 more
semanticscholar   +1 more source

λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing

The Web Conference
Graph Neural Networks (GNNs) have been increasingly adopted for graph analysis in web applications such as social networks. Yet, efficient GNN serving remains a critical challenge due to high workload fluctuations and intricate GNN operations. Serverless
Haichuan Hu, Fangming Liu, Qiangyu Pei, Yongjie Yuan, Zichen Xu, Lin Wang   +5 more
semanticscholar   +1 more source

Taming Serverless Cold Start of Cloud Model Inference With Edge Computing

IEEE Transactions on Mobile Computing
Serverless computing is envisioned as the de-facto standard for next-generation cloud computing. However, the cold start dilemma has impeded its adoption by delay-sensitive and burst applications.
Kongyange Zhao, Zhi Zhou, Lei Jiao, Shen Cai, Fei Xu, Xu Chen   +5 more
semanticscholar   +1 more source

Serialization/Deserialization-free State Transfer in Serverless Workflows

European Conference on Computer Systems
Serialization and deserialization play a dominant role in the state transfer time of serverless workflows, leading to substantial performance penalties during workflow execution.
Fangming Lu, Xingda Wei, Zhuobin Huang, Rong Chen, Minyu Wu, Haibo Chen   +5 more
semanticscholar   +1 more source

Fluid-Shuttle: Efficient Cloud Data Transmission Based on Serverless Computing Compression

IEEE/ACM Transactions on Networking
Nowadays, there exists a lot of cross-region data transmission demand on the cloud. It is promising to use serverless computing for data compressing to save the total data size.
Rong Gu, Shulin Wang, Haipeng Dai, Xiaofei Chen, Zhaokang Wang, Wenjie Bao, Jiaqi Zheng, Yaofeng Tu, Yihua Huang, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Guihai Chen   +12 more
semanticscholar   +1 more source

Sustainable Serverless Computing With Cold-Start Optimization and Automatic Workflow Resource Scheduling

IEEE Transactions on Sustainable Computing
In recent years, serverless computing has garnered significant attention owing to its high scalability, pay-as-you-go billing model, and efficient resource management provided by cloud service providers.
Shanxing Pan, Hongyu Zhao, Zinuo Cai, Dongmei Li, Ruhui Ma, Haibing Guan   +5 more
semanticscholar   +1 more source

Going Serverless

2016
Serverless is a new framework that allows developers to easily harness AWS Lambda and Api Gateway to build and deploy full fledged API services without needing to deal with any ops level overhead or paying for servers when they're not in use. It's kinda like Heroku on-demand for single functions.
openaire   +1 more source

Pre-Warming is Not Enough: Accelerating Serverless Inference With Opportunistic Pre-Loading

ACM Symposium on Cloud Computing
Serverless computing has rapidly prospered as a new cloud computing paradigm with agile scalability, pay-as-you-go pricing, and ease-to-use features for Machine Learning (ML) inference tasks.
Yifan Sui, Hanfei Yu, Yitao Hu, Jianxun Li, Hao Wang   +4 more
semanticscholar   +1 more source