We study the problem of troubleshooting machine learning systems that rely on analytical pipelines of distinct components. Understanding and fixing errors that arise in such integrative systems is difficult as failures can occur at multiple points in...
Large language models often perform well on biomedical NLP tasks but may fail to link ontology terms to their correct identifiers. We investigate why these failures occur by analyzing predictions across two major ontologies, Human Phenotype Ontology...
In a distributed system, failure transparency refers to the extent to which errors and subsequent recoveries of hosts and services within the system are
Citations from LLM-based RAG systems are supposed to simplify response verification. However, this goal is undermined in cases of citation failure, where a model generates a helpful response, but fails to generate citations to complete evidence. In c...
May 14, 2025 · Google says In aviation, an engine failure is generally a Mayday emergency, not a Pan-Pan. A Mayday call signals a life-threatening situation requiring immediate assistance, while Pan …
Reliability has taken centre stage in the development of high-performance computing processors. A Surge of interest is noticeable in recent times in formulating fault and failure models, understanding failure mechanism and strategizing fault mitigati...
Large Language Models (LLMs) have exhibited remarkable reasoning capabilities, achieving impressive results across a wide range of tasks. Despite these advances, significant reasoning failures persist, occurring even in seemingly simple scenarios. To...
May 14, 2025 · Google says In aviation, an engine failure is generally a Mayday emergency, not a Pan-Pan. A Mayday call signals a life-threatening situation requiring immediate assistance, while Pan …
Ubuntu 18.04 on WSL2: "Logon failure: the user has not been granted the requested logon type at this computer." [closed] Ask Question Asked 5 years, 8 months ago Modified 1 year, 5 months ago
When a failure occurs in a network, network operators need to recognize service impact, since service impact is essential information for handling failures. In this paper, we propose Deep learning based Service Impact Prediction (DeepSIP), a system t...
Flaky tests are tests that pass and fail on different executions of the same version of a program under test. They waste valuable developer time by making developers investigate false alerts (flaky test failures). To deal with this problem, many pred...
Flakiness is a major concern in Software testing. Flaky tests pass and fail for the same version of a program and mislead developers who spend time and resources investigating test failures only to discover that they are false alerts. In practice, th...
The paper presents a description of some point of view of different authors related to the failures and exceptions that appear in workflows, as a direct consequence of unavailability of resources involved in the workflow. Each of these interpretati...
This paper introduces the Hub Location Problem under Link Failures, a hub location problem in which activated inter-hub links may fail with a given probability. Two different optimization models are studied, which construct hub backbone networks prot...
May 14, 2025 · Google says In aviation, an engine failure is generally a Mayday emergency, not a Pan-Pan. A Mayday call signals a life-threatening situation requiring immediate assistance, while Pan …