Aside from VKernel, I’m not seeing a lot of choice for IT managers who want to enable chargeback for virtual infrastructure costs. However, I met today with virtual test lab management toolmaker Surgient and got a little more insight into some ways IT managers might think about chargeback. Erik Josowitz, a VP at Surgient, suggested that quantifying RAM and time might be a good way to measure the amount of resources a VM is using, and therefore could be a good way to charge departments for virtual computing resources. Other resources to measure could be VLAN, IP address and MAC address consumed. I suggested network bandwidth, but agreed with Erik that the incremental use cost for bandwidth was so small as to be negligible when compared to the other metrics he suggested. What is clear is that VM infrastructure is paying for itself through hardware consolidation and power reductions. It’s easy to see that in the near future, management functions–including chargeback mechanisms–are going to become much more important as the question of “who’s paying for this?” gets asked about subsequent hardware purchases.
AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to insights, and supporting a growing range of workloads. In this episode, Corey Knowles speaks with Vrashank Jain, lead product manager for Dell’s AI Data Platform, about how businesses can overcome these hurdles with solutions that simplify data management, enhance performance, and unlock the full potential of their AI investments.
In this episode of eSpeaks, Jennifer Margles, Director of Product Management at BMC Software, discusses the transition from traditional job scheduling to the era of the autonomous enterprise.
eSpeaks’ Corey Noles talks with Rob Israch, President of Tipalti, about what it means to lead with Global-First Finance and how companies can build scalable, compliant operations in an increasingly uncertain world. They explore how automation, AI, and integrated platforms are helping finance teams tackle today’s biggest challenges, from cross-border compliance and FX volatility to […]
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Latest News - Resources Resource HubsFeatured ResourcesLink to The Real AI Power Play: Who Controls Your Enterprise Data Layer? The Real AI Power Play: Who Controls Your Enterprise Data Layer?IT and data teams were promised that AI would make work easier. Instead, it's created new layers of complexity.Link to Building the Backbone of Agentic AI with Trusted, Context-Rich Data Building the Backbone of Agentic AI with Trusted, Context-Rich DataIn this 10-minute take video, Reltio Principal Solutions Consultant Guy Vorster explains how organizations can overcome fragmented data challenges to power AI agents.Link to IHG scales real-time, trusted data across global brands IHG scales real-time, trusted data across global brandsAccelerating time to value while powering data-driven engagementLink to Dell’s Vrashank Jain on The Data Problem That Could Break Your AIDell’s Vrashank Jain on The Data Problem That Could Break Your AI
AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to insights, and supporting a growing range of workloads. In this episode, Corey Knowles speaks with Vrashank Jain, lead product manager for Dell’s AI Data Platform, about how businesses can overcome these hurdles with solutions that simplify data management, enhance performance, and unlock the full potential of their AI investments.
Link to BMC’s Jennifer Margules on Intelligent Enterprise OrchestrationBMC’s Jennifer Margules on Intelligent Enterprise OrchestrationIn this episode of eSpeaks, Jennifer Margles, Director of Product Management at BMC Software, discusses the transition from traditional job scheduling to the era of the autonomous enterprise.
Link to Global-First Finance: Building Scalable, Compliant Operations in an Uncertain WorldGlobal-First Finance: Building Scalable, Compliant Operations in an Uncertain WorldeSpeaks’ Corey Noles talks with Rob Israch, President of Tipalti, about what it means to lead with Global-First Finance and how companies can build scalable, compliant operations in an increasingly uncertain world. They explore how automation, AI, and integrated platforms are helping finance teams tackle today’s biggest challenges, from cross-border compliance and FX volatility to […]
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