Artificial Intelligence (AI) and Machine Learning (ML) are becoming mainstream initiatives at many organizations. Data is at the heart of AI and ML. Immediate access to large data sets is pivotal to successful ML outcomes. Without data, there is no…
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SlideShare: Three Reasons Why NAS is No Good for AI and Machine Learning
Tagged with: AI, Artificial Intelligence, Cloud, HPC, Machine Learning, ML, NAS, WekaIO
Posted in Slideshare
Posted in Slideshare
How is Storage IO Different for AI vs. HPC?
Most Artificial Intelligence (AI) projects start off as a skunkworks project that when ready for production is tossed over the wall for IT to handle. In many cases, IT tries to store the AI workload on an existing network attached…
Tagged with: AI, Artificial Intelligence, Cloud, HPC, Machine Learning, Metadata, ML, NAS, WekaIO
Posted in Blog
Posted in Blog
The Commercial HPC Storage Checklist – Item 2 – Start Small, Scale Large
Scaling is a capability that almost every vendor claims but few execute well. Most vendors claim to provide scalability via a scale-out storage system, but scale-out by itself is not enough to address all the scaling demands of a Commercial…
AI Needs an NVMe-Optimized File System
Analytics is evolving from big data, machine learning to artificial intelligence. Machine learning is the analysis of data at rest, artificial intelligence (AI) is the analysis of data in real-time. Machine learning is predictive; AI is cognitive. The requirements of…
Tagged with: AI, Artificial Intelligence, Cloud, HPC, HPE, Machine Learning, ML, NAS, WekaIO
Posted in Blog
Posted in Blog
The Commercial HPC Storage Checklist
High-Performance Computing (HPC) is no longer limited to the halls of academia and large government labs. Commercial HPC use cases are on the rise. Many organizations now have a large pool of unstructured data that requires analysis. The challenge for…
SlideShare: Is Your Storage Ready for Commercial HPC? – Three Steps to Take
High-Performance Computing (HPC) used to be limited to universities and government agencies, now though industries of all types are leveraging HPC for big manufacturing, in-depth analysis, sophisticated modeling and VFX rendering. However, commercial organizations don’t have the time for erector…
Three Steps to Architecting Storage for Commercial HPC
The storage architecture requirements for Commercial HPC are different from those for traditional enterprise storage architecture. They are also different from the traditional HPC requirements. Most enterprise IT professionals try to either extend their current storage architectures, which are supporting…
Commercial HPC vs. Enterprise Storage
High-Performance Computing (HPC) is no longer a workload for academia, now organizations of all types and sizes have HPC like workloads that require scalable, sequential access to vast amounts of unstructured data. These initiatives need rapid access and need to…
How to Design Storage for Commercial HPC
High-Performance Compute (HPC) and commercial data centers used to be two distinctly separate entities, but now businesses of all types are conducting HPC-like operations. These organizations have large amounts of unstructured data that they need rapid sequential access to for…
Webinar: Three Reasons Why NAS is No Good for AI and Machine Learning
Artificial Intelligence (AI) and Machine Learning (ML) are becoming mainstream initiatives at many organizations. Data is at the heart of AI and ML. Immediate access to large data sets is pivotal to successful ML outcomes. Without data, there is no…
Tagged with: AI, Artificial Intelligence, Cloud, HPC, Machine Learning, ML, NAS, WekaIO
Posted in Webinar
Posted in Webinar
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