| Paper Abstract and Keywords |
| Presentation |
2025-12-19 16:10
An Analysis of Downtime Trends and Causes in OpenAI Services Taichi Kondo, Akihiro Nakao (The Univ. of Tokyo) NS2025-186 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, services based on large language models (LLMs), such as ChatGPT, have rapidly expanded and are now used across many industries, including business automation, finance, and engineering. However,these services still experience intermittent access disruptions, raising concerns not only about degraded user experience but also about economic losses and reduced societal productivity. As dependence on generative AI services grows, enhancing their availability requires a quantitative understanding of outage patterns and operational characteristics. This study aims to systematically analyze outage conditions and obtain fundamental insights for improving service availability. Using the official status information published by OpenAI, we first conduct chronological and structural analyses of overall service availability. Based on these findings, we then design relevant features, construct an outage prediction model, and quantitatively evaluate feature importance. Our analysis confirms five findings:
(1) a tendency for outages to concentrate during working hours; (2) simultaneous failures across multiple services;(3) an increase in outages immediately after new feature releases; (4) differences in outage frequency and recovery time across services; and (5) quantitative validation of factors contributing to availability decline using the feature importance of the prediction model. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Large language model / Server outages / Crawling / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 301, NS2025-186, pp. 190-195, Dec. 2025. |
| Paper # |
NS2025-186 |
| Date of Issue |
2025-12-11 (NS) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
NS2025-186 |
| Conference Information |
| Committee |
NS RCS |
| Conference Date |
2025-12-18 - 2025-12-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Fukui International Activities Plaza + Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Multi-hop/Relay/Cooperation, Disaster-resistant wireless network, Sensor/Mesh network, Ad-hoc network, D2D/M2M, Wireless network coding, Handover/AP switching/Connected cell control/Load balancing among base stations/Mobile network dynamic reconfiguration, QoS/QoE assurance, Wireless VoIP, IoT, Edge computing, etc. |
| Paper Information |
| Registration To |
NS |
| Conference Code |
2025-12-NS-RCS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Analysis of Downtime Trends and Causes in OpenAI Services |
| Sub Title (in English) |
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| Keyword(1) |
Large language model |
| Keyword(2) |
Server outages |
| Keyword(3) |
Crawling |
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| 1st Author's Name |
Taichi Kondo |
| 1st Author's Affiliation |
The University of Tokyo (The Univ. of Tokyo) |
| 2nd Author's Name |
Akihiro Nakao |
| 2nd Author's Affiliation |
The University of Tokyo (The Univ. of Tokyo) |
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| Speaker |
Author-1 |
| Date Time |
2025-12-19 16:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
NS |
| Paper # |
NS2025-186 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.301 |
| Page |
pp.190-195 |
| #Pages |
6 |
| Date of Issue |
2025-12-11 (NS) |