Results 11 to 20 of about 15,666 (213)

Serverless computing: a security perspective

Journal of Cloud Computing, 2022
AbstractIn this article we review the current serverless architectures, abstract and categorize their founding principles, and provide an in-depth security analysis. In particular, we: show the security shortcomings of the analyzed serverless architectural paradigms; point to possible countermeasures; and, highlight several research directions for ...
Eduard Marin, Diego Perino, Roberto Di Pietro   +2 more
openaire   +3 more sources

Data pipeline approaches in serverless computing: a taxonomy, review, and research trends

Journal of Big Data
Serverless computing has gained significant popularity due to its scalability, cost-effectiveness, and ease of deployment. With the exponential growth of data, organizations face the challenge of efficiently processing and analyzing vast amounts of data ...
Zahra Shojaee Rad, Mostafa Ghobaei-Arani
semanticscholar   +2 more sources

<i>F</i>u<i>n</i>Da: scalable serverless data analytics and in situ query processing. [PDF]

J Big Data
The pay-what-you-use model of serverless Cloud computing (or serverless, for short) offers significant benefits to the users. This computing paradigm is ideal for short running ephemeral tasks, however, it is not suitable for stateful long running tasks,
Lounissi E, Das SK, Peter R, Zhang X, Ray S, Jia L.   +5 more
europepmc   +2 more sources

DESIGN OF A SERVERLESS OGC WPS BASED GEOPROCESSING SERVICE SOLUTION [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021
Geospatial data and related technologies have increasingly become a crucial part of big data analysis processes and even a prominent player in most of them. Serverless architectures have become today's trending and widely used technology within the cloud
M. E. Pakdil, R. N. Çelik
doaj   +1 more source

FireFace: Leveraging Internal Function Features for Configuration of Functions on Serverless Edge Platforms. [PDF]

Sensors (Basel), 2023
The emerging serverless computing has become a captivating paradigm for deploying cloud applications, alleviating developers’ concerns about infrastructure resource management by configuring necessary parameters such as latency and memory constraints ...
Li M, Zhang J, Lin J, Chen Z, Zheng X.
europepmc   +2 more sources

PolarDB Serverless [PDF]

Proceedings of the 2021 International Conference on Management of Data, 2021
\beginabstract The trend in the DBMS market is to migrate to the cloud for elasticity, high availability, and lower costs. The traditional, monolithic database architecture is difficult to meet these requirements. With the development of high-speed network and new memory technologies, disaggregated data center has become a reality: it decouples various
Wei Cao, Yingqiang Zhang, Xinjun Yang, Feifei Li, Sheng Wang, Qingda Hu, Xuntao Cheng, Zongzhi Chen, Zhenjun Liu, Jing Fang, Bo Wang, Yuhui Wang, Haiqing Sun, Ze Yang, Zhushi Cheng, Sen Chen, Jian Wu, Wei Hu, Jianwei Zhao, Yusong Gao, Songlu Cai, Yunyang Zhang, Jiawang Tong   +22 more
openaire   +1 more source

Performance Evaluation of Open-Source Serverless Platforms for Kubernetes

Algorithms, 2022
Serverless computing has grown massively in popularity over the last few years, and has provided developers with a way to deploy function-sized code units without having to take care of the actual servers or deal with logging, monitoring, and scaling of ...
Jonathan Decker, Piotr Kasprzak, Julian Martin Kunkel   +2 more
doaj   +1 more source

Analisis Perbandingan Serverless Computing Pada Google Cloud Platform

Jurnal Teknologi Informatika & Komputer, 2021
Serverless computing menjadi paradigma tren baru di cloud komputasi, memungkinkan pengembang untuk fokus pada aplikasi inti logika dan aplikasi prototipe cepat. Serverless computing memiliki biaya yang lebih rendah dan kenyamanan yang diberikannya kepada
Ilmi Barokah, Asriyanik Asriyanik
doaj   +1 more source

Democratising high performance computing for bioinformatics through serverless cloud computing: A case study on CRISPR-Cas9 guide RNA design with Crackling Cloud. [PDF]

PLoS Comput Biol
Organisations are challenged when meeting the computational requirements of large-scale bioinformatics analyses using their own resources. Cloud computing has democratised large-scale resources, and to reduce the barriers of working with large-scale ...
Bradford J, Joy D, Winsen M, Meurant N, Wilkins M, Wilson LOW, Bauer DC, Perrin D.   +7 more
europepmc   +2 more sources

Serverless on Machine Learning: A Systematic Mapping Study

IEEE Access, 2022
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a machine learning model. It has evolved over the last years and has started attracting many people in research and businesses in the industry.
Amine Barrak, Fabio Petrillo, Fehmi Jaafar   +2 more
doaj   +1 more source