OtterTune utiliza AI para otimizar bancos de dados MySQL e PostgreSQL que estão em execução no Amazon RDS e Aurora. Ele aumenta o desempenho em até 4 vezes e reduz os custos em 50%. OtterTune monitora e otimiza os knobs, recursos, índices, tabelas, consultas, autovácuo e muito mais.
Inicie sua avaliação gratuita de 30 dias do OtterTune. Crie uma conta, conceda acesso criando funções IAM, implante o agente e treine a AI do OtterTune para seus objetivos. Obtenha resultados e melhore o desempenho e reduza os custos.
Mais contato, visite a página de contato(https://ottertune.com/contact)
OtterTune Nome da empresa: OtterTune .
Mais sobre OtterTune, visite a página sobre nós(https://ottertune.com/about-us) .
Link de preços de OtterTune: https://ottertune.com/pricing
Link de Facebook de OtterTune: https://www.facebook.com/profile.php?id=100092952054222
Link de Youtube de OtterTune: https://www.youtube.com/channel/UCMZqfbi8xA-7qHfMV4dPqeQ
Link de Linkedin de OtterTune: https://www.linkedin.com/company/ottertune/
Link de Twitter de OtterTune: https://twitter.com/ottertuneai
Link de Github de OtterTune: https://github.com/ottertune
Por Adnan Rehan em Maio 16 2024
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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/.
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