A survey of DevOps concepts and challenges

L Leite, C Rocha, F Kon, D Milojicic… - ACM Computing Surveys …, 2019 - dl.acm.org
DevOpsis a collaborative and multidisciplinary organizational effort to automate continuous
delivery of new software updates while guaranteeing their correctness and reliability. The …

PLS-SEM for software engineering research: An introduction and survey

D Russo, KJ Stol - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Software Engineering (SE) researchers are increasingly paying attention to organizational
and human factors. Rather than focusing only on variables that can be directly measured …

The SPACE of Developer Productivity: There's more to it than you think.

N Forsgren, MA Storey, C Maddila, T Zimmermann… - Queue, 2021 - dl.acm.org
Developer productivity is about more than an individual's activity levels or the efficiency of
the engineering systems relied on to ship software, and it cannot be measured by a single …

AI for Predictive Cyber Threat Intelligence

SS Balantrapu - International Journal of Management Education for …, 2024 - ijsdcs.com
As cyber threats become increasingly sophisticated, traditional cybersecurity approaches
struggle to keep pace with emerging risks. This research paper explores the application of …

[图书][B] Refactoring: improving the design of existing code

M Fowler - 2018 - books.google.com
Martin Fowler's guide to reworking bad code into well-structured code Refactoring improves
the design of existing code and enhances software maintainability, as well as making …

Applying DevOps practices of continuous automation for machine learning

I Karamitsos, S Albarhami, C Apostolopoulos - Information, 2020 - mdpi.com
This paper proposes DevOps practices for machine learning application, integrating both the
development and operation environment seamlessly. The machine learning processes of …

Capabilities and practices in DevOps: a multivocal literature review

R Amaro, R Pereira, MM da Silva - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Context. To meet the demands of customers and market, Information Technology (IT)
organizations are seeking to implement DevOps. While many succeed in DevOps adoption …

Big Data Meets Machine Learning: Strategies for Efficient Data Processing and Analysis in Large Datasets

ST Boppiniti - International Journal of Creative Research In Computer …, 2020 - jrctd.in
In recent years, the proliferation of big data has transformed various sectors, necessitating
the development of advanced techniques for efficient data processing and analysis. This …

Data engineering for AI: Optimizing data quality and accessibility for machine learning models

A Deekshith - International Journal of Management Education for …, 2021 - ijsdcs.com
In the era of artificial intelligence (AI) and machine learning (ML), the significance of high-
quality and accessible data cannot be overstated. This paper explores the essential …

Continuous auditing and threat detection in multi-cloud infrastructure

KA Torkura, MIH Sukmana, F Cheng, C Meinel - Computers & Security, 2021 - Elsevier
Efficient change control and configuration management is imperative for addressing the
emerging security threats in cloud infrastructure. These threats majorly exploit …