Data Storage Requirements for Machine Learning Infrastructure скачать в хорошем качестве

Data Storage Requirements for Machine Learning Infrastructure

►Julia Palmer; Research VP at Gartner, discusses the challenges today's data intensive ML/AI workloads place on datacenter infrastructure. With more than 19 years of combined IT end-user experience in many areas of information technology, such as storage infrastructure solutions and design (SAN, NAS, object, etc.), software-defined storage, web-scale data centers, server hardware, flash technologies, and hyperconverged integrated systems, she brings a wealth of knowledge to the discussion about the key considerations in buying modern storage solutions.  Julia discusses: 4:35 - Current trends faced by CEOs/CIOs 5:00 - Different stages of ML & DNN Pipeline 9:55 - Thinking Differently of AI Storage Infrastructure 12:00 Storage Selection Requirements for ML Infrastructure 21:00 Mistakes to Avoid 31:00 Limitless Data Platform for AI/ML 38:00 Storage Scalability 40:00 Storage Performance 45:30 Storage Interoperability 47:00 WekaIO Partners 48:00 Kubernetes Challenges 51:10 Software-Defined Storage 53:00 Cost-optimized Storage ►Where to follow and listen to WEKA: 👍 Facebook:   / weka.io​   👍 LinkedIn:   / weka-io​   ​👍 Instagram:   / ​   👍 Twitter:   / wekaio​   ​​​ 👍 YouTube:    / @wekaio   👍 Website: https://www.weka.io —— ►PUT WEKA.IO TO THE TEST?👇 APPLY FOR A WEKA.IO POC: https://hubs.la/H0KnsRV0 #WekaIO #machinelearninginfrastructure #Gartnermagicquadrant —— ►ADDITIONAL RESOURCES 👇 ► MACHINE LEARNING [A COMPLETE GUIDE WITH REAL-WORLD EXAMPLES]: https://www.weka.io/blog/machine-lear... ► DEEP LEARNING VS. MACHINE LEARNING [A COMPLETE EXPLANATION]: https://www.weka.io/blog/deep-learnin... ► MODERN DATA ARCHITECTURE [ESSENTIALS & BEST PRACTICES]: https://www.weka.io/blog/modern-data-... ► WHAT IS DATA ORCHESTRATION? A GUIDE TO HANDLING MODERN DATA: https://www.weka.io/blog/data-orchest... ► A BUYER’S GUIDE TO MODERN STORAGE [Comparison of NetApp, Isilon, Vast Data, DDN Lustre, and WekaIO]: https://www.weka.io/resources/a-buyer... Related Search Terms: Modern Data Storage Modern Data Architecture Data Storage Weka Weka.io Network File System Network File Systems NFS