This is a microservices dataset. For an exclusive explanation, please take a look at the paper and at the online appendix: https://github.com/darioamorosodaragona-tuni/Microservices-DatasetIn particular, this file contains all the projects labeled as:- Is it a microservices?: Yes- Archived: NoCopyright:Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the owner/author(s). MSR ’24, April 15–16, 2024, Lisbon, Portugal © 2024 Copyright held by the owner/author(s). ACM ISBN 979-8-4007-0587-8/24/04 https://doi.org/10.1145/3643991.3644890

The work contains ten datasets containing monitoring data (logs, Jaeger Traces and Prometheus KPI data). The datasets contain monitoring data from train-ticket, a benchmark system for microservices. The dataset includes a short description with explanations of identified anomalies.

The structure of the folder is as follows:

Each folder stores the respective data:

1. Logs:
   • original log file: LOGS_
   • parsed log files required for Loglizer (anomaly detection technique):
     • LOGS_
     • LOGS_
2. KPI Data: Monitoring_
3. Traces: Traces_

A dataset containing system and service performance metrics, and user-facing quality metrics generated by running load tests against a microservice-based system under varying environmental and service configuration conditions.

The Cloud Microservices Market report segments the industry into Deployment Mode (Platforms, Service), Enterprise Size (Small and Medium Enterprises, Large Enterprises), End-User Industry (BFSI, Retail, E-Commerce, Manufacturing, Telecommunications, IT and ITES, Healthcare, Other End-User Industries), and Geography (North America, Europe, Asia Pacific, Latin America, Middle East and Africa).

The global Cloud Microservices Market size is expected to reach USD 8.69 Billion in 2032 registering a CAGR of 22.9%. Our report provides a comprehensive overview of the industry, including key players, market share, growth opportunities and more.

This is the dataset for replicability for the article "Detection Strategies for Microservice Security Tactics." It provides the code needed to replicate the study in the article and the model data set of 10 system models and 20 variants of those models.

The abstract of the article is:

Microservice architectures are widely used today to implement distributed systems. Securing microservice architectures is challenging because of their polyglot nature, continuous evolution, and various security concerns relevant to such architectures. This article proposes a novel, model-based approach providing detection strategies to address the automated detection of security tactics (or patterns and best practices) in a given microservice architecture decomposition model. Our novel detection strategies are metrics-based rules that decide conformance to a security recommendation based on a statistical predictor. The proposed approach models this recommendation using Architectural Design Decisions (ADDs). We apply our approach for four different security-related ADDs on access management, traffic control, and avoiding plaintext sensitive data in the context of microservice systems. We then apply our approach to a model data set of 10 open-source microservice systems and 20 variants of those systems. Our results are detection strategies showing a very low bias, a very high correlation, and a low prediction error in our model data set.

The dataset is based on a dataset from a previous article: https://zenodo.org/record/6424722

The global microservices architecture market size reached USD 4.2 Billion in 2024. Looking forward, IMARC Group expects the market to reach USD 13.1 Billion by 2033, exhibiting a growth rate (CAGR) of 12.7% during 2025-2033. The increased demand for scalability, digital transformation initiatives, expanding e-commerce industry, and ongoing technological advancements are primarily driving the market's growth.

IMARC Group provides an analysis of the key trends in each segment of the global microservices architecture market report, along with forecasts at the global, regional, and country levels from 2025-2033. Our report has categorized the market based on component, deployment type, organization size, and industry vertical.

In 2022, ** percent of respondents currently using microservices state that it is extremely important for organizational operations. This was followed by majority of the respondents at ** percent agreeing that it is very important in the same year.

In 2021, ** percent of respondents state using microservices partially. Microservices, or microservice architecture, is an architectural style that enables frequent and reliable delivery of applications.

The Cloud Microservice Platform market is booming, projected to reach $15 billion in 2025 and grow at a 25% CAGR through 2033. This in-depth analysis explores market drivers, trends, restraints, key players (AWS, Microsoft, Google, etc.), and regional breakdowns. Discover the future of cloud-native application development.

Unlock the potential of microservices! Explore the booming microservice architecture market, its key drivers, challenges, and regional trends. Discover leading companies and investment opportunities in this rapidly expanding sector. Learn more about the projected market size and CAGR through 2033.

In 2022, ** percent of microservice developers indicated using Java. Other prominent programming languages among microservice developers were Python and Go. Microservice architecture refers to an approach in software development where applications are built in independent pieces that work together.

The Microservices Architecture Market size valuation is expected to reach USD 30.2 billion in 2034 expanding at a CAGR of 11.5%. This Microservices Architecture Market research report highlights market share, competitive analysis, demand dynamics, and future growth.

Explore the booming Microservice Architecture market, driven by cloud adoption and digital transformation. Discover market size, CAGR, key drivers, trends, restraints, and regional insights from 2019-2033.

Dataset

This dataset was created by Papa Moussa Sanogo

Released under Apache 2.0

Contents

This dataset contains scraped data from 11 open-source repositories that implement microservices architecture. The data includes issues, commits, and pull requests, providing insights into the collaborative development processes, version control activities, and maintenance efforts in microservices-based projects. The dataset is intended for research purposes in software engineering, repository mining, and data analysis.

The global microservices orchestration market size was valued at around USD 5.8 billion in 2025 and is projected to grow at a CAGR of more than 23.4%, reaching USD 47.49 billion revenue by 2035, impelled by the proliferation of OTT platforms.

Microservices is a popular architectural style for the development of distributed software, with an emphasis on modularity, scalability, and flexibility. Indeed, in microservice systems, functionalities are provided by loosely coupled, small services, each focusing on a specific business capability. Building a system according to the microservices architectural style brings a number of challenges, mainly related to how the different microservices are deployed and coordinated and how they interact. In this paper, we provide a survey about how techniques in the area of Artificial Intelligence have been used to tackle these challenges.

Dataset used by the paper MADE: Learning to Detect and Explain Chaos in Microservice Architectures

Include the raw dataset of 10 chaos

The Cloud Microservices Market will grow from USD 5.93 Billion in 2025 to USD 18.44 Billion by 2031 at a 20.81% CAGR.