Exploring llm-based agents for root cause analysis
The growing complexity of cloud based software systems has resulted in incident
management becoming an integral part of the software development lifecycle. Root cause …
management becoming an integral part of the software development lifecycle. Root cause …
[PDF][PDF] Empowering practical root cause analysis by large language models for cloud incidents
Ensuring the reliability and availability of cloud services necessitates efficient root cause
analysis (RCA) for cloud incidents. Traditional RCA methods, which rely on manual …
analysis (RCA) for cloud incidents. Traditional RCA methods, which rely on manual …
Automatic root cause analysis via large language models for cloud incidents
Ensuring the reliability and availability of cloud services necessitates efficient root cause
analysis (RCA) for cloud incidents. Traditional RCA methods, which rely on manual …
analysis (RCA) for cloud incidents. Traditional RCA methods, which rely on manual …
Acto: Automatic end-to-end testing for operation correctness of cloud system management
Cloud systems are increasingly being managed by operation programs termed operators,
which automate tedious, human-based operations. Operators of modern management …
which automate tedious, human-based operations. Operators of modern management …
If At First You Don't Succeed, Try, Try, Again...? Insights and LLM-informed Tooling for Detecting Retry Bugs in Software Systems
Retry---the re-execution of a task on failure---is a common mechanism to enable resilient
software systems. Yet, despite its commonality and long history, retry remains difficult to …
software systems. Yet, despite its commonality and long history, retry remains difficult to …
When your infrastructure is a buggy program: Understanding faults in infrastructure as code ecosystems
GP Drosos, T Sotiropoulos, G Alexopoulos… - Proceedings of the …, 2024 - dl.acm.org
Modern applications have become increasingly complex and their manual installation and
configuration is no longer practical. Instead, IT organizations heavily rely on Infrastructure as …
configuration is no longer practical. Instead, IT organizations heavily rely on Infrastructure as …
Efficient Reproduction of Fault-Induced Failures in Distributed Systems with Feedback-Driven Fault Injection
Debugging a failure usually requires reproducing it first. This can be hard for failures in
production distributed systems, where bugs are exposed only by some unusual faulty …
production distributed systems, where bugs are exposed only by some unusual faulty …
Multi-Grained Specifications for Distributed System Model Checking and Verification
This paper presents our experience specifying and verifying the correctness of ZooKeeper, a
complex and evolving distributed coordination system. We use TLA+ to model fine-grained …
complex and evolving distributed coordination system. We use TLA+ to model fine-grained …
Style Transfer: From Stitching to Neural Networks
X Xu, Z Wang, Y Zhang, Y Liu, Z Wang… - … Conference on Big …, 2024 - ieeexplore.ieee.org
This article compares two style transfer methods in image processing: the traditional method,
which synthesizes new images by stitching together small patches from existing pattern …
which synthesizes new images by stitching together small patches from existing pattern …
Can My Microservice Tolerate an Unreliable Database? Resilience Testing with Fault Injection and Visualization
M Assad, CS Meiklejohn, H Miller… - … of the 2024 IEEE/ACM 46th …, 2024 - dl.acm.org
In microservice applications, ensuring resilience during database or service disruptions
constitutes a significant challenge. While several tools address resilience testing for service …
constitutes a significant challenge. While several tools address resilience testing for service …