ESG Technical Validation: Hybrid Multi-cloud Artificial Intelligence (AI): IBM Watson Studio and Watson Machine Learning

Co-Author(s): Tony Palmer


ESG recently completed testing of IBM Watson Studio and Watson Machine Learning, which are designed to enable organizations to accelerate the value they can extract from AI more easily. Testing examined how IBM Watson Studio and Watson Machine Learning collect data, organize an analytics foundation, and analyze insights at scale—with a focus on the ease of operationalizing AI and data science to improve trust, simplify compliance, and speed monetization.

Topics: Data Platforms, Analytics, & AI

ESG Technical Review: Lenovo ThinkSystem DM & DE Storage Solutions: Performance and Price-performance


This ESG Technical Review documents our validation of the Lenovo ThinkSystem DM and DE storage solutions with a focus on end-to-end NVMe over Fabric performance and price-performance.

Topics: Storage

ESG Technical Validation: Mission-critical Workload Performance Testing of Different Hyperconverged Approaches on the Cisco Unified Computing System Platform (UCS)

Co-Author(s): Kerry Dolan


This report documents an ESG Lab audit and validation of Cisco HyperFlex hyperconverged infrastructure (HCI) performance testing, which focused on comparisons of Cisco HyperFlex fully engineered all-flash solutions on Cisco UCS against two software-only HCI offerings from leading vendors independently validated to run on Cisco UCS hardware servicing mission-critical workloads.

Topics: Storage Converged Infrastructure