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