Tritium: A Cross-layer Analytics System for Enhancing Microservice Rollouts in the Cloud

S Allen, M Toslali, S Parthasarathy, F Oliveira… - Proceedings of the …, 2021 - dl.acm.org
Microservice architectures are widely used in cloud-native applications as their modularity
allows for independent development and deployment of components. With the many …

[PDF][PDF] Causality Enhanced Graph Representation Learning for Alert-Based Root Cause Analysis

Z Yu, Q Ouyang, C Pei, X Wang, W Chen, L Su, H Jiang… - netman.aiops.org
Accurate and efficient root cause identification in online service systems is critical for service
stability and user experience. When a system failure occurs, numerous alerts are generated …

[PDF][PDF] Process-Aware Attack-Graphs for Risk Quantification and Mitigation in Industrial Infrastructures.

G Engelberg - CAiSE (Doctoral Consortium), 2022 - ceur-ws.org
As connectivity constantly increases, business processes are vulnerable to external
cyberattacks, which may hamper their continuity. As the frequency and derived impacts of …

A research on state estimation based on causal inference

C Wang, Y Xu, J Liu - 2022 - IET
Fault diagnosis is to judge whether the system or equipment is faulty, and it is often
necessary to consider the current specific status. In this paper, several inference modes …

An experimental analysis of Link Prediction methods over Microservices Knowledge Graphs

G Ruberto - 2022 - politesi.polimi.it
Graphs are a powerful way to represent data. They can be seen as a collection of objects
(nodes) and the relationships between them (edges or links). The power of this structure has …

[HTML][HTML] Survey on Failure Propagation, Detection and Control in Microservices Architecture

I Zafar - Proceedings of the HPI Research School on Service …, 2023 - books.google.com
This report describes my research activities in the System Analysis and Modeling group at
HPI Research School during the last six month. As a preliminary research, we investigate …

[PDF][PDF] Causality Modeling and acquisition for explainable cyber physical systems

M Deimel - 2021 - scholar.archive.org
In the current technological uprise, it is important for systems to connect the physical and the
digital world. For this purpose, Cyber Physical Systems (CPS) were introduced. These …

Real-Time QoS Monitoring and Anomaly Detection on Microservice-based Applications in Cloud-Edge Infrastructure

AI Noor - 2021 - theses.ncl.ac.uk
Microservices have emerged as a new approach for developing and deploying cloud
applications that require higher levels of agility, scale, and reliability. A microservicebased …

Programmable diagnosis model for correlation of network events

R Jayanthi, A Chandrasekhar, J Antich… - US Patent …, 2024 - Google Patents
Network management techniques are described. A controller device of this disclosure
manages a device group of a network. The controller device includes processing circuitry in …

TSifter: マイクロサービスにおける性能異常の迅速な診断に向いた時系列データの次元削減手法

坪内佑樹, 鶴田博文, 古川雅大 - … と運用技術シンポジウム論文集, 2020 - ipsj.ixsq.nii.ac.jp
論文抄録 Web サービスのソフトウェア規模は, 長年の機能開発により日々増大しており,
ソフトウェア開発者によるソフトウェアの変更が難しくなっている. そこで, 変更を容易にするために …