오토툰은 아마존 RDS와 Aurora에서 실행되는 MySQL 및 PostgreSQL 데이터베이스를 최적화하기 위해 AI를 사용합니다. 이를 통해 성능을 최대 4배 향상시키고 비용을 50% 줄일 수 있습니다. 오토툰은 노브, 자원, 인덱스, 테이블, 쿼리, 자동 진공 등을 모니터링하고 최적화합니다.
오토툰의 무료 30일 체험판을 시작하세요. 계정을 만들고 IAM 역할을 생성하여 액세스 권한을 부여하고, 에이전트를 배포하고, 목표에 따라 오토툰의 AI를 훈련시키세요. 결과를 얻고 성능을 향상시키고 비용을 줄입니다.
더 많은 문의사항이 있으면 문의하기 페이지(https://ottertune.com/contact)를 방문하세요.
OtterTune 회사 이름: OtterTune .
OtterTune에 대해 자세히 알아보려면 회사 소개 페이지(https://ottertune.com/about-us)를 방문하세요. .
OtterTune 가격 링크: https://ottertune.com/pricing
OtterTune Facebook 링크: https://www.facebook.com/profile.php?id=100092952054222
OtterTune Youtube 링크: https://www.youtube.com/channel/UCMZqfbi8xA-7qHfMV4dPqeQ
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OtterTune Twitter 링크: https://twitter.com/ottertuneai
OtterTune Github 링크: https://github.com/ottertune
작성자: Adnan Rehan 님의 글 5월 16 2024
당신의 데이터베이스 잠재력을 발휘하세요: 쿼리 빌더 마스터가 되기 위한 15가지 전문 팁!
소셜 리스닝
AI Powered Database optimisation with Andy Pavlo, Ottertune
In this video I discuss Database tuning and Optimisation with Andy Pavlo, OtterTune. Andy is an Associate Professor with Indefinite Tenure of Databaseology in the Computer Science Department at Carnegie Mellon University. My research interest is in database management systems, specifically main memory systems, self-driving / autonomous architectures, transaction processing systems, and large-scale data analytics. 00:00 Introduction and Welcome 01:31 Understanding Database Optimization 05:48 Understanding When Database Tuning is Needed 08:45 Understanding Database Optimization Difficulties 16:16 Understanding Default Settings in Databases 22:35 Role of Machine Learning in Database Tuning 22:38 Introduction to Ottertune 28:36 Data Collection for Machine Learning Model 35:25 Deployment and Data Collection Process 38:03 Admitting the Limitations of Current Model 38:53 Challenges in Predicting Performance Improvements 39:28 The Importance of Data Collection Over Time 39:52 Avoiding Weekend and Holiday Tuning 40:05 Introducing New Features for Database Comparison 42:09 Provisioning Recommendations and Performance Predictions 43:03 The Importance of Telemetry in Understanding Database Performance 44:01 Handling Dramatic Changes in Database Workloads 44:48 Preparing for Predictable Traffic Spikes 48:13 The Importance of Testing in Database Optimization 53:33 The Future of Database Optimization 55:50 Common Mistakes in Database Management 01:09:15 The Future of Holistic Database Tuning Links: Ottertune: https://ottertune.com/ Andy Pavlo: https://www.cs.cmu.edu/~pavlo/ CMU youtube: https://www.youtube.com/@UCHnBsf2rH-K7pn09rb3qvkA Resources: CMU: https://15799.courses.cs.cmu.edu/spring2022/schedule.html Ottertune blog: https://ottertune.com/blog =============================================================================== For discount on the below courses: Appsync: https://appsyncmasterclass.com/?affiliateId=41c07a65-24c8-4499-af3c-b853a3495003 Testing serverless: https://testserverlessapps.com/?affiliateId=41c07a65-24c8-4499-af3c-b853a3495003 Production-Ready Serverless: https://productionreadyserverless.com/?affiliateId=41c07a65-24c8-4499-af3c-b853a3495003 Use the button, Add Discount and enter "geeknarrator" discount code to get 20% discount. =============================================================================== Follow me on Linkedin and Twitter: https://www.linkedin.com/in/kaivalyaapte/ and https://twitter.com/thegeeknarrator If you like this episode, please hit the like button and share it with your network. Also please subscribe if you haven't yet. Database internals series: https://youtu.be/yV_Zp0Mi3xs Popular playlists: Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA- Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17 Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_d Modern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsN Stay Curios! Keep Learning!
Databases in 2023: A Year in Review
Andy Pavlo (OtterTune's CEO) and Jason Lauritzen (OtterTune's Head of Marketing) go over Andy's "Databases in 2023: A Year in Review" blog. Andy covers all the main sections of the blog and goes into additional detail. You can read the blog here: https://ottertune.com/blog/2023-databases-retrospective.
OtterTune Product Overview
In this video, OtterTune co-founder Andy Pavlo goes over the problems OtterTune solves (making database optimization easy, increasing performance and reducing cloud costs), how OtterTune works and shows you under the hood with a live product demo. Learn more at https://ottertune.com/.
총 5개의 소셜 미디어 데이터를 보려면 잠금을 해제해야 합니다