article thumbnail

The ultimate guide to Hyper-V backups for VMware administrators

Data Science Dojo

From vCenter, administrators can configure and control ESXi hosts, datacenters, clusters, traditional storage, software-defined storage, traditional networking, software-defined networking, and all other aspects of the vSphere architecture. VMware “clustering” is purely for virtualization purposes.

article thumbnail

For nearly two decades, IBM Consulting has helped power SingHealth’s digital transformation

IBM Journey to AI blog

This partnership allows the public healthcare cluster to remain agile and navigate ongoing changes in compliance and technology. When IBM performed the complex upgrade of this system in 2009, IBM and SingHealth won the “Most Innovative” award in the SAP Awards for Customer Excellence in 2009.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium

AWS Machine Learning Blog

Training steps To run the training, we use SLURM managed multi-node Amazon Elastic Compute Cloud ( Amazon EC2 ) Trn1 cluster, with each node containing a trn1.32xl instance. Next, we also evaluate the loss trajectory of the model training on AWS Trainium and compare it with the corresponding run on a P4d (Nvidia A100 GPU cores) cluster.

AWS 121
article thumbnail

Cassandra vs MongoDB

Pickl AI

Cassandra’s architecture is based on a peer-to-peer model where all nodes in the cluster are equal. it was first released in 2009 and has since become one of the most widely used NoSQL databases due to its ease of use and powerful querying capabilities. Developed by MongoDB Inc.,

article thumbnail

Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium

AWS Machine Learning Blog

Our high-level training procedure is as follows: for our training environment, we use a multi-instance cluster managed by the SLURM system for distributed training and scheduling under the NeMo framework. He was a recipient of the NSF Faculty Early Career Development Award in 2009. Youngsuk Park is a Sr. He founded StylingAI Inc.,

AWS 122
article thumbnail

Amazon SageMaker built-in LightGBM now offers distributed training using Dask

AWS Machine Learning Blog

In these cases, you might be able to speed up the process by distributing training over multiple machines or processes in a cluster. This post discusses how SageMaker LightGBM helps you set up and launch distributed training, without the expense and difficulty of directly managing your training clusters. 1 5329 5414 0.937 0.947 65.6

article thumbnail

Has Machine Learning Made Cryptocurrencies Traceable?

Smart Data Collective

The first crypto to be invented was Bitcoin in 2009, and 11 years later, it remains the most popular overall. Depending on how the transactions are dealt with in terms of input and input amounts, addresses can be grouped in clusters so that participants can get to know who owns particular addresses.