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Performance anomaly detection and bottleneck identification
In order to meet stringent performance requirements, system administrators must effectively
detect undesirable performance behaviours, identify potential root causes, and take …
detect undesirable performance behaviours, identify potential root causes, and take …
Sage: practical and scalable ML-driven performance debugging in microservices
Cloud applications are increasingly shifting from large monolithic services to complex
graphs of loosely-coupled microservices. Despite the advantages of modularity and …
graphs of loosely-coupled microservices. Despite the advantages of modularity and …
Recent advances in fault localization in computer networks
A Dusia, AS Sethi - IEEE Communications Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Fault localization, a core element in network fault management, is the process of inferring
the exact failure in a network from the set of observed symptoms. Since faults in network …
the exact failure in a network from the set of observed symptoms. Since faults in network …
Microscope: Pinpoint performance issues with causal graphs in micro-service environments
Driven by the emerging business models (eg, digital sales) and IT technologies (eg, DevOps
and Cloud computing), the architecture of software is shifting from monolithic to microservice …
and Cloud computing), the architecture of software is shifting from monolithic to microservice …
A survey of aiops methods for failure management
Modern society is increasingly moving toward complex and distributed computing systems.
The increase in scale and complexity of these systems challenges O&M teams that perform …
The increase in scale and complexity of these systems challenges O&M teams that perform …
Studying the effectiveness of application performance management (apm) tools for detecting performance regressions for web applications: An experience report
Performance regressions, such as a higher CPU utilization than in the previous version of an
application, are caused by software application updates that negatively affect the …
application, are caused by software application updates that negatively affect the …
Automated dynamic firmware analysis at scale: a case study on embedded web interfaces
Embedded devices are becoming more widespread, interconnected, and web-enabled than
ever. However, recent studies showed that embedded devices are far from being secure …
ever. However, recent studies showed that embedded devices are far from being secure …
Understanding and detecting real-world performance bugs
Developers frequently use inefficient code sequences that could be fixed by simple patches.
These inefficient code sequences can cause significant performance degradation and …
These inefficient code sequences can cause significant performance degradation and …
Learning to log: Hel** developers make informed logging decisions
Logging is a common programming practice of practical importance to collect system
runtime information for postmortem analysis. Strategic logging placement is desired to cover …
runtime information for postmortem analysis. Strategic logging placement is desired to cover …
Structured comparative analysis of systems logs to diagnose performance problems
Diagnosis and correction of performance issues in modern, large-scale distributed systems
can be a daunting task, since a single developer is unlikely to be familiar with the entire …
can be a daunting task, since a single developer is unlikely to be familiar with the entire …