Next generation cloud computing: New trends and research directions

B Varghese, R Buyya - Future Generation Computer Systems, 2018‏ - Elsevier
The landscape of cloud computing has significantly changed over the last decade. Not only
have more providers and service offerings crowded the space, but also cloud infrastructure …

Architecting with microservices: A systematic map** study

P Di Francesco, P Lago, I Malavolta - Journal of Systems and Software, 2019‏ - Elsevier
Context A microservice architecture is composed of a set of small services, each running in
its own process and communicating with lightweight mechanisms. Many aspects on …

Monolithic vs. microservice architecture: A performance and scalability evaluation

G Blinowski, A Ojdowska, A Przybyłek - IEEE access, 2022‏ - ieeexplore.ieee.org
Context. Since its proclamation in 2012, microservices-based architecture has gained
widespread popularity due to its advantages, such as improved availability, fault tolerance …

{SAND}: towards {High-Performance} serverless computing

IE Akkus, R Chen, I Rimac, M Stein, K Satzke… - 2018 USENIX annual …, 2018‏ - usenix.org
Serverless computing has emerged as a new cloud computing paradigm, where an
application consists of individual functions that can be separately managed and executed …

Serverless computing: Design, implementation, and performance

G McGrath, PR Brenner - 2017 IEEE 37th International …, 2017‏ - ieeexplore.ieee.org
We present the design of a novel performance-oriented serverless computing platform
implemented in. NET, deployed in Microsoft Azure, and utilizing Windows containers as …

Agroview: Cloud-based application to process, analyze and visualize UAV-collected data for precision agriculture applications utilizing artificial intelligence

Y Ampatzidis, V Partel, L Costa - Computers and Electronics in Agriculture, 2020‏ - Elsevier
Traditional sensing technologies in specialty crops production, for pest and disease
detection and field phenoty**, rely on manual sampling and are time consuming and labor …

Contextual understanding of microservice architecture: current and future directions

T Cerny, MJ Donahoo, M Trnka - ACM SIGAPP Applied Computing …, 2018‏ - dl.acm.org
Current industry trends in enterprise architectures indicate movement from Service-Oriented
Architecture (SOA) to Microservices. By understanding the key differences between these …

Distributed machine learning with a serverless architecture

H Wang, D Niu, B Li - IEEE INFOCOM 2019-IEEE Conference …, 2019‏ - ieeexplore.ieee.org
The need to scale up machine learning, in the presence of a rapid growth of data both in
volume and in variety, has sparked broad interests to develop distributed machine learning …

Cold start latency in serverless computing: A systematic review, taxonomy, and future directions

M Golec, GK Walia, M Kumar, F Cuadrado… - ACM Computing …, 2024‏ - dl.acm.org
Recently, academics and the corporate sector have paid attention to serverless computing,
which enables dynamic scalability and an economic model. In serverless computing, users …

[HTML][HTML] From monolithic systems to Microservices: An assessment framework

F Auer, V Lenarduzzi, M Felderer, D Taibi - Information and Software …, 2021‏ - Elsevier
Context: Re-architecting monolithic systems with Microservices-based architecture is a
common trend. Various companies are migrating to Microservices for different reasons …