In this case study, you can download SMART logs from Backblaze website(https://www.backblaze.com/b2/hard-drive-test-data.html), then design and implement a machine learning based solution to predict the disk failures in daily(output prediction results in each testing day) granularity.
☆37May 29, 2021Updated 4 years ago
Alternatives and similar repositories for Disk-Failure-Prediction
Users that are interested in Disk-Failure-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆55Sep 22, 2020Updated 5 years ago
- dcbrain☆94Jun 21, 2022Updated 3 years ago
- StreamDFP, a general stream mining framework for disk failure prediction with concept-drift adaptation.☆17Feb 21, 2022Updated 4 years ago
- Prediction of hard drive failure using S.M.A.R.T statistics.☆31Apr 17, 2020Updated 6 years ago
- An AI/ML solution that provides a probability that a hard drive will fail within some pre-defined time period.☆13Dec 9, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- disk prediction papers☆19Oct 24, 2020Updated 5 years ago
- PAKDD2020 阿里 巴巴智能运维算法大赛 复赛28名方案☆26Jul 6, 2023Updated 2 years ago
- FlexZNS: Building High-Performance ZNS SSDs with Size-Flexible and Parity-Protected Zones (ICCD'23)☆14Dec 28, 2023Updated 2 years ago
- Visualization of F2FS on ZNS SSDs☆16Dec 8, 2025Updated 4 months ago
- Utilities for using gosnmp☆19Mar 4, 2026Updated last month
- A set of tools for understanding F2FS usage of ZNS devices, which allow for identifying the on-device locations of files and inodes, mapp…☆20Jan 19, 2025Updated last year
- multi_gpu_infer 多gpu预测 multiprocessing or subprocessing☆12Mar 24, 2020Updated 6 years ago
- 包含猫眼电影、豆瓣、b站、微博、天气预报、Metacritic、Pokemon图鉴等,爬取信息并保存在对应的文件中 。☆10Jan 1, 2025Updated last year
- A set of tools to work with cgroup tree and process classification/QoS according to it☆10Oct 1, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 华中科技大学 操作系统原理 课程设计☆12Sep 24, 2018Updated 7 years ago
- Docker compose for starting local OpenML instances☆11Jan 13, 2023Updated 3 years ago
- A fork of BlenderProc used in the GRADE framework to generate environments and export some additional information for processing.☆10Mar 9, 2023Updated 3 years ago
- This is part of code of a research on speech synthesizing for a low-resourced language: Gan, a Chinese dialect spoken primarily in Jiangx…☆17Sep 5, 2016Updated 9 years ago
- ☆15Jul 30, 2019Updated 6 years ago
- ☆17Oct 15, 2020Updated 5 years ago
- 🧬📈 Turn DNA sequences into interactive visualizations☆13Jan 20, 2023Updated 3 years ago
- An end-to-end framework for storing, integrating, and analyzing multimodal HCLS data on AWS, using AWS HealthOmics, AWS HealthLake, AWS H…☆17Dec 17, 2024Updated last year
- 微信小程序古诗词挑战答题☆17Apr 22, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- In this Case Study I'm performing Exploratory Analysis & Building a model which will Classify if Patient has CHD or Not.☆15Jul 31, 2019Updated 6 years ago
- Paper collection of next-generation network resource allocation by machine learning☆11Mar 18, 2020Updated 6 years ago
- ☆14Jul 26, 2019Updated 6 years ago
- NTNU Project for AI Programming☆10Sep 28, 2011Updated 14 years ago
- ☆99Nov 6, 2024Updated last year
- ☆11Jan 6, 2020Updated 6 years ago
- 完成的心脏分割工作,欢迎大家star☆53May 16, 2019Updated 6 years ago
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆40Sep 10, 2024Updated last year
- ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation☆16Feb 14, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Category independent sequential image segmentation. Find a segment containing a given image pixel within a given attention mask using a …☆13Oct 11, 2021Updated 4 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- DHCP Snooping app - great for finding rogue DHCP servers☆35Jan 25, 2018Updated 8 years ago
- 三号诗社微信小程序,每日智能推荐,诗词分类,诗词收藏,涵盖七万多首古诗词☆20May 26, 2021Updated 4 years ago
- ☆12Nov 21, 2017Updated 8 years ago
- CUDA Template Functions☆20Dec 16, 2025Updated 4 months ago
- Unsupervised Vehicle Re-Identification via Self-Supervised Metric Learning using Feature Dictionary☆11Jul 30, 2021Updated 4 years ago