Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
Fuente:
arXiv
Saved in:
| Main Authors: | Seshagiri, Vishwanath, Balyan, Siddharth, Anand, Vaastav, Dhole, Kaustubh, Sharma, Ishan, Wildani, Avani, Cambronero, José, Züfle, Andreas |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FlowLog: Efficient and Extensible Datalog via Incrementality
by: Zhao, Hangdong, et al.
Published: (2025)
by: Zhao, Hangdong, et al.
Published: (2025)
LogLite: Lightweight Plug-and-Play Streaming Log Compression
by: Tang, Benzhao, et al.
Published: (2025)
by: Tang, Benzhao, et al.
Published: (2025)
UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting
by: Ertl, Otmar
Published: (2023)
by: Ertl, Otmar
Published: (2023)
LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog)
by: Zhang, Lingzhe, et al.
Published: (2025)
by: Zhang, Lingzhe, et al.
Published: (2025)
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
by: Staniek, Michael, et al.
Published: (2023)
by: Staniek, Michael, et al.
Published: (2023)
SoK: The Faults in our Graph Benchmarks
by: Mehrotra, Puneet, et al.
Published: (2024)
by: Mehrotra, Puneet, et al.
Published: (2024)
An Experimental Comparison of Alternative Techniques for Event-Log Augmentation
by: Padella, Alessandro, et al.
Published: (2025)
by: Padella, Alessandro, et al.
Published: (2025)
Regular Expression Indexing for Log Analysis. Extended Version
by: Zhang, Ling, et al.
Published: (2025)
by: Zhang, Ling, et al.
Published: (2025)
LST-Bench: Benchmarking Log-Structured Tables in the Cloud
by: Camacho-Rodríguez, Jesús, et al.
Published: (2023)
by: Camacho-Rodríguez, Jesús, et al.
Published: (2023)
Detecting Dynamic Relationships in Object-Centric Event Logs
by: Gianola, Alessandro, et al.
Published: (2026)
by: Gianola, Alessandro, et al.
Published: (2026)
ExaLogLog: Space-Efficient and Practical Approximate Distinct Counting up to the Exa-Scale
by: Ertl, Otmar
Published: (2024)
by: Ertl, Otmar
Published: (2024)
Multiversion Hindsight Logging for Continuous Training
by: Garcia, Rolando, et al.
Published: (2023)
by: Garcia, Rolando, et al.
Published: (2023)
Object-Centric Event Logs: Specifications, Comparative Analysis and Refinement
by: Goossens, Alexandre, et al.
Published: (2024)
by: Goossens, Alexandre, et al.
Published: (2024)
OCEL (Object-Centric Event Log) 2.0 Specification
by: Berti, Alessandro, et al.
Published: (2024)
by: Berti, Alessandro, et al.
Published: (2024)
SkiQL: A Unified Schema Query Language
by: Candel, Carlos Javier Fernández, et al.
Published: (2022)
by: Candel, Carlos Javier Fernández, et al.
Published: (2022)
LogRouter: Adaptive Two-Level LLM Routing for Log Question Answering in Big Data Systems
by: Coskuner, Mert, et al.
Published: (2026)
by: Coskuner, Mert, et al.
Published: (2026)
Performance Analysis: Discovering Semi-Markov Models From Event Logs
by: Kalenkova, Anna, et al.
Published: (2022)
by: Kalenkova, Anna, et al.
Published: (2022)
Extended Event Log: Towards a Unified Standard for Process Mining
by: Suleiman, Ali, et al.
Published: (2024)
by: Suleiman, Ali, et al.
Published: (2024)
Curation and Analysis of MIMICEL -- An Event Log for MIMIC-IV Emergency Department
by: Wei, Jia, et al.
Published: (2025)
by: Wei, Jia, et al.
Published: (2025)
Query Logs Analytics: A Aystematic Literature Review
by: Lanasri, Dihia
Published: (2025)
by: Lanasri, Dihia
Published: (2025)
Evaluation of NoSQL in the Energy Marketplace with GraphQL Optimization
by: Howard, Michael
Published: (2024)
by: Howard, Michael
Published: (2024)
$\textit{Dirigo}$: A Method to Extract Event Logs for Object-Centric Processes
by: Wei, Jia, et al.
Published: (2024)
by: Wei, Jia, et al.
Published: (2024)
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes
by: Gruenheid, Anja, et al.
Published: (2025)
by: Gruenheid, Anja, et al.
Published: (2025)
Ranking the Top-K Realizations of Stochastically Known Event Logs
by: Lepsien, Arvid, et al.
Published: (2024)
by: Lepsien, Arvid, et al.
Published: (2024)
CLAD: Efficient Log Anomaly Detection Directly on Compressed Representations
by: Tang, Benzhao, et al.
Published: (2026)
by: Tang, Benzhao, et al.
Published: (2026)
LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation
by: Teng, Fei, et al.
Published: (2025)
by: Teng, Fei, et al.
Published: (2025)
Transforming Object-Centric Event Logs to Temporal Event Knowledge Graphs (Extended Version)
by: Khayatbashi, Shahrzad, et al.
Published: (2024)
by: Khayatbashi, Shahrzad, et al.
Published: (2024)
Design and Reliability of a User Space Write-Ahead Log in Rust
by: Pellegatti, Vitor K. F., et al.
Published: (2025)
by: Pellegatti, Vitor K. F., et al.
Published: (2025)
KELP: Robust Online Log Parsing Through Evolutionary Grouping Trees
by: Singh, Satyam, et al.
Published: (2026)
by: Singh, Satyam, et al.
Published: (2026)
Spatial Transfer Learning for Estimating PM2.5 in Data-poor Regions
by: Gupta, Shrey, et al.
Published: (2024)
by: Gupta, Shrey, et al.
Published: (2024)
Transforming Football Data into Object-centric Event Logs with Spatial Context Information
by: Chan, Vito, et al.
Published: (2025)
by: Chan, Vito, et al.
Published: (2025)
Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins
by: Karalis, Nikolaos, et al.
Published: (2024)
by: Karalis, Nikolaos, et al.
Published: (2024)
GeoLife+: Large-Scale Simulated Trajectory Datasets Calibrated to the GeoLife Dataset
by: Amiri, Hossein, et al.
Published: (2024)
by: Amiri, Hossein, et al.
Published: (2024)
Object-Centric Analysis of XES Event Logs: Integrating OCED Modeling with SPARQL Queries
by: Latif, Saba, et al.
Published: (2025)
by: Latif, Saba, et al.
Published: (2025)
SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking
by: Mehta, Kahan, et al.
Published: (2026)
by: Mehta, Kahan, et al.
Published: (2026)
Adversarial Lens: Exploiting Attention Layers to Generate Adversarial Examples for Evaluation
by: Dhole, Kaustubh
Published: (2025)
by: Dhole, Kaustubh
Published: (2025)
Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event Logs
by: Rebmann, Adrian, et al.
Published: (2024)
by: Rebmann, Adrian, et al.
Published: (2024)
Structured Prompt Language: Declarative Context Management for LLMs
by: Gong, Wen G.
Published: (2026)
by: Gong, Wen G.
Published: (2026)
KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction
by: Ma, Lei, et al.
Published: (2026)
by: Ma, Lei, et al.
Published: (2026)
Detect, Localize, and Explain: Interactive Hierarchical Log Anomaly Analytics with LLM Augmentation
by: Ma, Lei, et al.
Published: (2026)
by: Ma, Lei, et al.
Published: (2026)
Similar Items
-
FlowLog: Efficient and Extensible Datalog via Incrementality
by: Zhao, Hangdong, et al.
Published: (2025) -
LogLite: Lightweight Plug-and-Play Streaming Log Compression
by: Tang, Benzhao, et al.
Published: (2025) -
UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting
by: Ertl, Otmar
Published: (2023) -
LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog)
by: Zhang, Lingzhe, et al.
Published: (2025) -
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
by: Staniek, Michael, et al.
Published: (2023)