December 8, 2020
Virtual Automotive Assistants
We recently designed and deployed an Artificial Intelligence (AI) solution for an automotive customer based on our many years of experience building sizeable High-Performance Computing (HPC) clusters for AI.
The proposed data-centric architecture heavily relied on an innovative storage solution from Weka, an HPE partner.
The customer was looking for a hybrid solution that would allow them to run on-premises and take advantage of the public cloud for peak capacity and future growth. As such, the overall design can run workloads on-premises or in a public cloud-based on customer-driven policies.
September 22, 2020
AI: Living on the Edge
Edge Computing is a distributed architecture that delivers compute and data storage closer to the location where the data collection happens with near real-time response times and low bandwidth requirements.
Edge Computing and AI are playing an essential role in today’s digital transformation of the consumer and enterprise markets. Edge AI (EA) or Edge Intelligence (EI) is key to the maturing growth of AI applications demanding low-latency and real-time processing on edge devices.
June 23, 2020
AI and COVID-19: Where to next?
The pandemic is forcing a rebalance in investments across all IT investments, especially the AI markets. The healthcare and biotech markets are experiencing a steep increase in investments with a fast-growing adoption of AI. Many organizations have joined forces to accelerate the development of a treatment for COVID-19.
March 24, 2020
AI Trends That’ll Impact Businesses in 2020
Nearly 84 percent of C-suites say they will need artificial intelligence (AI) to achieve their growth objectives, according to a recent report published by the consulting firm Accenture – which surveyed 1,500 executives across 16 industries. In the same report, 75 percent of executives said they expect to go out of business within the next five years if they do not deploy AI effectively.
December 9, 2019
Natural Language Processing (NLP): meaningful advancements with BERT
NLP leverages AI to create the ability for a computer to understand, analyze, manipulate, and generate human language. In recent years significant progress has been made in the area of NLP. In October 2018, Google released BERT which uses the context and relations of all the words in a sentence, rather than one-by-one in order.
September 14, 2019
Accelerate Artificial Intelligence with Transfer Learning
Any article on Artificial Intelligence (AI) will point out that trying to address an AI problem requires large amounts of data to deliver meaningful results. The ability to learn from previous solutions is precisely what “Transfer Learning” is all about.
July 8, 2019
The Data-centric World of Artificial Intelligence (AI)
It is all about the data! We live in a data-centric world where data has become extremely valuable. The ability to extract value out of that data with AI has opened many new opportunities.
March 18, 2019
From Big Data to Machine Learning to Deep Learning the progress of AI
Enterprises that have introduced Artificial Intelligence (AI) in their workflow have seen economic benefits such as increased revenue, cost reduction, and improved asset utilization. AI is impacting all industries and no industry will stay unaffected by the advancements in AI.
February 20, 2018
The Coming Intersection Of HPC And The Enterprise Data Center
High Performance Computing (HPC) traditionally exists as a separate and distinct discipline from enterprise data center computing. Both use the same basic components—servers, networks, storage arrays—but are optimized for different types of applications.
Co-Authored article.
- HPE Connect
December 8, 2020
Virtual Automotive Assistants
We recently designed and deployed an Artificial Intelligence (AI) solution for an automotive customer based on our many years of experience building sizeable High-Performance Computing (HPC) clusters for AI.
The proposed data-centric architecture heavily relied on an innovative storage solution from Weka, an HPE partner.
The customer was looking for a hybrid solution that would allow them to run on-premises and take advantage of the public cloud for peak capacity and future growth. As such, the overall design can run workloads on-premises or in a public cloud-based on customer-driven policies.
September 22, 2020
AI: Living on the Edge
Edge Computing is a distributed architecture that delivers compute and data storage closer to the location where the data collection happens with near real-time response times and low bandwidth requirements.
Edge Computing and AI are playing an essential role in today’s digital transformation of the consumer and enterprise markets. Edge AI (EA) or Edge Intelligence (EI) is key to the maturing growth of AI applications demanding low-latency and real-time processing on edge devices.
June 23, 2020
AI and COVID-19: Where to next?
The pandemic is forcing a rebalance in investments across all IT investments, especially the AI markets. The healthcare and biotech markets are experiencing a steep increase in investments with a fast-growing adoption of AI. Many organizations have joined forces to accelerate the development of a treatment for COVID-19.
March 24, 2020
AI Trends That’ll Impact Businesses in 2020
Nearly 84 percent of C-suites say they will need artificial intelligence (AI) to achieve their growth objectives, according to a recent report published by the consulting firm Accenture – which surveyed 1,500 executives across 16 industries. In the same report, 75 percent of executives said they expect to go out of business within the next five years if they do not deploy AI effectively.
December 9, 2019
Natural Language Processing (NLP): meaningful advancements with BERT
NLP leverages AI to create the ability for a computer to understand, analyze, manipulate, and generate human language. In recent years significant progress has been made in the area of NLP. In October 2018, Google released BERT which uses the context and relations of all the words in a sentence, rather than one-by-one in order.
September 14, 2019
Accelerate Artificial Intelligence with Transfer Learning
Any article on Artificial Intelligence (AI) will point out that trying to address an AI problem requires large amounts of data to deliver meaningful results. The ability to learn from previous solutions is precisely what “Transfer Learning” is all about.
July 8, 2019
The Data-centric World of Artificial Intelligence (AI)
It is all about the data! We live in a data-centric world where data has become extremely valuable. The ability to extract value out of that data with AI has opened many new opportunities.
March 18, 2019
From Big Data to Machine Learning to Deep Learning the progress of AI
Enterprises that have introduced Artificial Intelligence (AI) in their workflow have seen economic benefits such as increased revenue, cost reduction, and improved asset utilization. AI is impacting all industries and no industry will stay unaffected by the advancements in AI.
- Forbes
February 20, 2018
The Coming Intersection Of HPC And The Enterprise Data Center
High Performance Computing (HPC) traditionally exists as a separate and distinct discipline from enterprise data center computing. Both use the same basic components—servers, networks, storage arrays—but are optimized for different types of applications.
Co-Authored article.