A protocol-independent container network observability analysis system based on eBPF

C Liu, Z Cai, B Wang, Z Tang… - 2020 IEEE 26th …, 2020 - ieeexplore.ieee.org
Technologies such as microservices, containerization and Kubernetes in cloud-native
environments make large-scale application delivery easier and easier, but problem …

[HTML][HTML] Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs

M Cinque, R Della Corte, A Pecchia - Journal of Network and Computer …, 2022 - Elsevier
This paper describes a study on log mining in the domain of microservices technologies. We
focus on the detection of anomalies from logs, ie, events requiring deeper inspection by …

Microlens: A performance analysis framework for microservices using hidden metrics with bpf

M Amaral, T Chiba, S Trent, T Yoshimura… - 2022 IEEE 15th …, 2022 - ieeexplore.ieee.org
Determining the root cause of performance regression for microservices is challenging. The
topological cascading performance implications among microservices hide the source of the …

Transparent trace annotation for performance debugging in microservice-oriented systems (work in progress paper)

A Belkhiri, A Shahnejat Bushehri… - Companion of the 2023 …, 2023 - dl.acm.org
Microservices is a cloud-native architecture in which a single application is implemented as
a collection of small, independent, and loosely-coupled services. This architecture is gaining …

Vnode: Low-Overhead Transparent Tracing of Node. js-Based Microservice Architectures

HM Kabamba, M Khouzam, MR Dagenais - Future Internet, 2023 - mdpi.com
Tracing serves as a key method for evaluating the performance of microservices-based
architectures, which are renowned for their scalability, resource efficiency, and high …

Transparent tracing system on grpc based microservice applications running on kubernetes

A Perdanaputra, AI Kistijantoro - 2020 7th International …, 2020 - ieeexplore.ieee.org
With the increasing use of distributed system-based applications, the demand for tracing
system as debugging tools for respective system also increases. Specifically, on Kubernetes …

Deploying the observability of the SigSaude system using service mesh

JS Nunes, SC Sampaio, RS Malaquias… - … Science and Its …, 2020 - ieeexplore.ieee.org
The adoption of the microservice architectural style is proving very advantageous as it
facilitates the creation of distributed, scalable and available solutions, favoring the use of …

Microarchitectural Analysis and Characterization of Performance Overheads in Service Meshes with Kubernetes

S Kurpad, BT Smruthi, S Vijaykumar… - 2023 3rd Asian …, 2023 - ieeexplore.ieee.org
The cloud is an emerging paradigm, swiftly changing the information technology landscape
by managing and providing high-quality services over the internet. With technology stacks …

Advanced Strategies for Precise and Transparent Debugging of Performance Issues in In-Memory Data Store-Based Microservices

HM Kabamba, M Khouzam, M Dagenais - arxiv preprint arxiv:2311.11230, 2023 - arxiv.org
The rise of microservice architectures has revolutionized application design, fostering
adaptability and resilience. These architectures facilitate scaling and encourage …

Container Session Level Traffic Prediction From Network Interface Usage

L Gu, H Xu, Z Li, Z Chen, H ** - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Provisioning cloud native services via containers has been regarded as a promising way to
promote the cloud elasticity. A container may simultaneously sustain multiple services with a …