Dedicated GPUs aren’t just for gamers and designers anymore. The modern workspace is experiencing increasingly vivid and interactive software that is challenging entrenched beliefs about the nature of corporate work. Back in the day, IT supplied users with hardware and software that far exceeded anything employees interacted with in their off-time. The field has changed, and now users are the ones setting the pace for technology needs and adoption. Virtual assistants like Cortana have piqued user interest in AI and intuitive software experiences, which users now expect to follow them across locations and devices. Business leaders are looking to harness this evolving demand to accelerate the implementation of technology with the aim of enhancing employee engagement and performance.
We see growing awareness of this shift in conversations with our clients, who are looking for smarter ways to manage hardware and software transformations. One of the most discussed projects in this space is Windows 10 adoption. Many CIOs have yet to upgrade their users to Windows 10, but are gearing up for a transition in hopes of improving end-user experience and productivity. While we’ve been talking to IT professionals about the differences between Windows 7 and Windows 10 since the Windows 10 launch in 2015, recently we’ve noticed an uptick in questions specific to graphics requirements. “How will my Windows 7 users be affected by Windows 10 graphics demands?” is a fair question, as is “What can I do to prepare my VDI environment for Windows 10?” We knew that the user-focused features available in Windows 10 would demand increased GPU usage, but to answer the question of degree, we turned to data supplied by our customers to achieve an accurate view of graphics needs in Windows 10. Our analysis of customer data focused on GPU and CPU consumption as well as user experience, which we quantify as the percentage of time a user’s experience is not being degraded by performance issues.
Key findings from our assessment include:
- The amount of time users are consuming GPU increases 32% from Windows 7 to Windows 10
- Systems without dedicated GPUs show higher average active CPU usage
- Windows 10 virtual systems with GPUs consume 30% less CPU than those without
- Presence of a dedicated GPU improves user experience with either OS on both physical and virtual machines
Overall, we found sufficient evidence to recommend implementation of discrete GPUs in both physical and virtual environments, especially for Windows 10 virtual users. Shared resources make the increased graphics requirements in Windows 10 potentially damaging for VDI because high CPU consumption by one user could degrade performance for everyone; however, we found that implementation of virtual GPU could allow IT to not only avoid CPU-load issues, but actually increase density on a server by 30%. Scaled, increased density means fewer servers to purchase and maintain, potentially freeing up resources to direct towards other IT projects.
Whatever stage you’re at in your Windows 10 transformation or other software projects, SysTrack can help you anticipate your users’ graphical needs. As developers continue to release software that enables users to have greater flexibility and creativity in the way they work, IT teams will need to ensure that users have adequate tools at their disposal to power a tech-charged workforce.
Ask SysTrack has become one of the most popular topics we’ve ever discussed in the industry, and our top question is always what we’re adding next. The benefits of using our Natural Language Processing (NLP) tool for common IT questions has appealed to a massive number of our partners in the industry as well as customers. Basically, our goal is to provide an analytical system that takes any question you may have about IT and tries to hook you into the best source of information available to help.
Zach mentioned our first integration in a previous post, and in the new year we’ll be launching a series of new integrations that cover different areas. One I’m personally excited about is our added GPU-based monitoring and reporting from NVIDIA GRID.
GPU utilization in general has been a hot topic for a while, and with the great progress NVIDIA has made with the creation of the first vGPU profiles for VDI, the potential to bring a great graphical experience to anyone has exploded. We’ve provided support for NVIDIA GRID from the very beginning, offering a cloud based assessment tool that can help plan what profiles would work for a currently physical environment to make the move to vGPU and VDI. As a natural progression to that we’ve implemented new monitoring with NVIDIA to help understand workload and usage in VDI systems.
This kind of insight is especially critical when first undertaking a project to start transforming an environment using new technologies. John Fanelli, vice president of NVIDIA GRID, agrees, “With Lakeside Software’s Ask SysTrack workspace analytics insight engine administrators can make natural language queries to gain contextually relevant NVIDIA vGPU insights and help continuously assess and align vGPU benefits to user personas.”
Of course, the key point is connecting users to all that great content. This is where the expansion to Ask SysTrack comes in. Specifically, we’ve now integrated our additional collection and planning for Ask SysTrack to be able to help answer basic questions like “What kind of NVIDIA vGPU profiles do my users need?”
We can also answer other questions post migration that are critical to maintaining user experience. Things like, “What’s the total GPU usage on Ben’s system?”
Basically, if you can think of a question relating to GPU utilization we have the answer available.
To get started, check out our assessment site at nvidia.lakesidesoftware.com to first size out a new environment or just get an introduction to SysTrack.
When NVIDIA first announced their groundbreaking approach to introducing accelerated graphics to virtualization they began bridging one of the last gaps in making sure that users get the best possible experience with virtual desktops and applications. Building on their success NVIDIA has introduced newer, Maxwell™ based GRID cards NVIDIA that go even further to create a rich graphical experience for users and decrease complexity for IT administrators looking to optimize the visual experience of their users.
The evolution of the GRID solution set coupled with their new software means that more users than ever can take advantage of graphical acceleration. This couldn’t come at a better time given the rise of advanced media usage in enterprise. As an increasing number of organizations begin to explore making their virtualized environments even better many want to explore what their current graphical needs are and plan for the future with NVIDIA.
This is why Lakeside Software has partnered with NVIDIA to develop a totally free graphical assessment hosted on Azure to deliver a detailed series of reports leveraging the SysTrack workplace analytics platform. Available for a 30-day period for up to 500 systems at no cost, this allows any interested organization to deploy SysTrack and review their current environment. At the end of the data collection period a customized report can be generated to provide key insights on how users are using graphically accelerated applications and what GRID profiles may work best for them.
Additionally, NVIDIA has also introduced vGPU monitoring as a key component of their GRID technology. As an early access partner Lakeside has been able to leverage this to build out new management and monitoring components to help ensure that critical end user experience components deliver the immersive experience users expect. This is showcased in some of the updated NVIDIA Kit contents that IT administrators can now use to monitor their vGPU implementations.
So, get started today. Check out https://nvidia.lakesidesoftware.com to learn more about how you can use vGPU and SysTrack to help give your users the best possible experience.
With GTC coming up shortly it seems like an ideal time to discuss some of the key concepts that we’ll be covering in our talk at the conference about designing and optimizing a virtual environment with complex graphical needs using NVIDIA’s innovative GRID technology. A recurring theme with us here at Lakeside is a focus on characterizing end-user demand, and planning for successful vGPU provisioning is another thing that’s totally contingent on taking the actual user usage and applying solid mathematical analysis for use case development. This is where SysTrack comes in.
The overall strategy is covered in more detail in a white paper and a MarketPlace report, but to summarize, the key to assessing and delivering a useable environment is understanding the usage habits and needs of the users, including the GPU demand of the current applications they interact with. By continually collecting these details and providing quantitative analysis of the different types of graphical profiles people may require SysTrack provides an in-depth, accurate way to architect a solution that will provide the best possible experience for end-users.
Once this plan has been developed, the next step is delivering and ensuring steady state performance through observation and optimization. Through the use of NVIDIA-specific driver details SysTrack can provide vGPU utilization metrics in the virtual environment to ensure that as usage evolves the profiles and provisioning can keep up. Ultimately this improves the adoption rate by providing advanced users with more demanding needs a seamless, well performing experience.
For more details, check out the talk that Florian and I will be giving at GTC on Tuesday: “S4686 – NVIDIA GRID for VDI: How To Design And Monitor Your Implementation” or our website (www.lakesidesoftware.com) for details about solutions for your VDI or application delivery implementation.