Distributed machine learning on public clouds by Tran, Quang Minh

“…Particularly, services such as Microsoft Azure, Google Cloud or Amazon Web Service can easily provide developers or researchers with a resourceful infrastructure. …”
Get full text

Internet of Measurement Things Architecture: Proof of Concept with Scope of Accreditation by M. Cagri Kaya, Mahdi Saeedi Nikoo, Michael L. Schwartz, Halit Oguztuzun

“…The cloud side of the implementation is deployed to Microsoft Azure. The editor itself is created as a cloud service, and IoT Hub is used to collect data from calibration laboratories. …”
Get full text

ImpalaE: Towards an optimal policy for efficient resource management at the edge by Tania Lorido-Botran, Muhammad Khurram Bhatti

“…We show the potential in a simulated edge data center scenario with different VM sizes based on Microsoft Azure real traces, considering CPU, memory, disk and network requirements. …”
Get full text

Short Term Active Power Load Prediction on A 33/11 kV Substation Using Regression Models by Venkataramana Veeramsetty, Arjun Mohnot, Gaurav Singal, Surender Reddy Salkuti

“…The regression models with available load data have been trained and tested using Microsoft Azure services. Based on the results analysis it has been observed that the proposed regression models predict the demand on substation with better accuracy.…”
Get full text

Serverless computing in clouds (part A) by Li, Pingrui

“…This project proposes a few keep-alive policies based on existing caching strategies and evaluates the performance with functions of different characteristics. Public Microsoft Azure traces are used, and analysis is performed to have a better understanding of real-life workload in FaaS cloud systems.…”
Get full text

Scalable Pathogen Pipeline Platform (SP^3): enabling unified genomic data analysis with elastic cloud computing by Yang-Turner, F, Volk, D, Fowler, P, Swann, J, Bull, M, Hoosdally, S, Connor, T, Peto, T, Crook, D

“…We have deployed and tested SP3 on local HPC, Google Cloud Platform (GCP), Microsoft Azure and OpenStack Platforms. SP3 allows users to fetch genomic sequencing data from European Nucleotide Archive (ENA) and conduct analysis with open-source bioinformatic pipelines. …”

Integrating on-premises data with customer relationship management application on cloud: A hybrid IT infrastructure support service by H. S. Chiranjeevi, Manjula K. Shenoy, D. Syam Sundar

“…The CRM application is deployed on Microsoft Azure cloud test instance and the Azure service bus relay is used to connect the on-premises data.…”
Get full text

Evaluation of the Improved Extreme Learning Machine for Machine Failure Multiclass Classification by Nico Surantha, Isabella D. Gozali

“…The dataset used in this research is Microsoft Azure for Predictive Maintenance, which has significantly imbalanced failure classes. …”
Get full text

How to Create a Software Ecosystem? A Partnership Meta-Model and Strategic Patterns by Ítalo Belo, Carina Alves

“…The partnership meta-model was built in the first cycle of DSR, using a Systematic Mapping Study, and validated through case studies of SAP, Eclipse, and Microsoft Azure ecosystems. In the second cycle of DSR, the strategic patterns were defined through a Multivocal Literature Review and validated by using interviews with professionals. …”
Get full text

Defining Sports Performance by Using Automated Machine Learning System by Kalle Saastamoinen, Tuomas E. Alanen, Pasi Leskinen, Kai Pihlainen, Joona Jehkonen

“…To test this, we had four separate datasets and access to the Microsoft Azure automated machine learning environment. …”
Get full text

Seismology in the cloud: guidance for the individual researcher by Zoe Krauss, Yiyu Ni, Scott Henderson, Marine Denolle

“…Here, we present a reproducible earthquake detection and association workflow that runs on Microsoft Azure. The Python-based workflow runs on continuous time-series data using both template matching and machine learning. …”
Get full text

Analysing cold start for serverless computing by Chin, Zhi Hao

“…Therefore, in this paper, we analyzed the characteristics of a production trace from Microsoft Azure. We showed that the top 10 application counts resulted in 83.87% of the entire requests and 87.4% of the requests has a short execution duration of less than 1s. …”
Get full text

Chatbot companion by Goh, Teng Wei

“…This project explores the development of such a companion, utilising technologies like Single Sign-On options such as Singpass, AI Singapore The Speech Lab's trilingual Speech-to-Text engine, Yi-34B-Chat Large-Language Model, and Microsoft Azure's human-like avatar for lip-syncing of real-time output transcription. …”
Get full text

Co-resident attack on public cloud infrastructures by Toh, Jabrian Yuzhou

“…With the demand of resources constantly growing, cloud service providers such as Amazon EC2 and Microsoft Azure allowed clients to run Virtual Machines (VMs) on a shared physical infrastructure. …”
Get full text

myTrustedCloud: trusted Cloud infrastructure for security-critical computation and data managment by Wallom, D, Turilli, M, Taylor, G, Hargreaves, N, Martin, A, Raun, A, McMoran, A

“…The growing number of communities that are adopting large public cloud resources such as Amazon Web Services [1] or Microsoft Azure [2] proves the success and hence usefulness of the Cloud Computing paradigm. …”

Energy consumption prediction by using machine learning for smart building: Case study in Malaysia by M. Shapi, Mel Keytingan, Nor Azuana, Ramli, Awalin, Lilik J.

“…Thus, this research aims to address the problems by developing a predictive model for energy consumption in Microsoft Azure cloud-based machine learning platform. …”
Get full text

Magnets to Adversaries—An Analysis of the Attacks on Public Cloud Servers by Phani Lanka, Cihan Varol, Kirk Burns, Narasimha Shashidhar

“…This work deep dives into the practices used by adversaries on the commonly exposed protocols in the Amazon Web Services (AWS), Microsoft Azure (Azure), Google Cloud Platform (GCP), and Oracle Cloud Infrastructure (OCI) platforms. …”
Get full text

Spatio-Temporal Calibration of Multiple Kinect Cameras Using 3D Human Pose by Nadav Eichler, Hagit Hel-Or, Ilan Shimshoni

“…As an example, the system is implemented and evaluated using Microsoft Azure Kinect. The study shows that the accuracy and robustness of this approach is on par with the state-of-the-art practices.…”
Get full text

LMS Implementation in High Schools in Eastern Indonesia After the Covid-19 Pandemic by Budi Yulianto, Rita Layona

“…In the Deployment stage, implementation is carried out on the Microsoft Azure Cloud platform. The results of the research shown that the implementation of the LMS provided an increase in score for the exact sciences (Mathematics) and the language sciences (English) fields. …”
Get full text

El modelo tecnológico para la implementación de un proceso de educación ubicua en un ambiente de computación en la nube móvil by Carmen Inés Báez-Pérez, Clifton Eduardo Clunie-Beaufond

“…La implementación se realizó mediante el desarrollo de una app (aplicación para dispositivos móviles) utilizando la plataforma Microsoft Azure, como plataforma de Computación de Nube Móvil y las herramientas de desarrollo C# y ASP:NET. …”
Get full text