How Big is the HPC Market, Really?

By Addison Snell

August 17, 2007

For a research analyst in any industry, there is one question that is fundamental: How big is the market? More specific questions support the same theme: How fast is the market growing? Who are the important players? What are the breakout opportunities? How big will the market be tomorrow?

Fast growth within HPC has been widely reported for the last several years. Falling hardware prices seem to have caused an increase in spending, among both traditional and non-traditional HPC users.

Just how big has the market gotten? Bigger than you think.

Before the cluster revolution, it was relatively easy to assess the size of the HPC industry. Analysts would simply do what analysts do in any industry: call the suppliers, and add up what was sold. Servers and supercomputers were self-contained items that you could point to and say, “That’s the HPC system I got from [insert vendor here].” Storage and applications were often purchased separately, but those accounted for a smallish portion of the solution.

Today the industry is trickier to size. Interconnects, accelerators, operating systems, and middleware might all come from a different source than the nodes themselves. As the node price falls, software and storage take up more of the budget. Furthermore, there is a proliferation of sales that are not easily tracked, because of users buying either through smaller vendors or through non-traditional channels.

To understand the size and growth trends in HPC, we need to look at more than servers. We need to understand a user’s complete HPC ecosystem.

The Role of Demand-Side Research

The straightforward way around this dilemma is to supplement supply-side (vendor) surveys with research into the demand-side (buyer) spending and usage models. Tabor Research is addressing this with two alternating surveys of the HPC user community: a site budget allocation map and an installation census. Each survey has only a few questions, but together they will provide a comprehensive view of how users purchase and configure their systems.

The site budget allocation survey, currently underway, asks users how their budgets are divided, on an approximate percentage basis, between and within categories such as hardware, software, staff, facilities, and services. For example, users will specify what percent of their budget goes to hardware, and within the hardware, what percent goes to servers, storage, networks, and so on.

With this data, plus some set points from supply-side research, we will able to model that most fundamental piece of information: the size of the overall HPC market. We’ll also learn the extent to which facility issues, like space and power consumption, can influence hardware and software budgets, and we can compare the amount spent externally on third-party software to the amount paid internally to staff members to write and maintain internally developed codes.

The HPC user installation census, which will begin in September and run for two months, will ask users what they currently have installed and how it is configured. This simple information will allow us to understand average configurations, upgrade patterns, and typical system life spans.

Sizing the New HPC

Early returns to the budget map survey indicate that users might spend more externally on software, service, and non-server hardware than they spend on the servers themselves. If that data holds true for the remaining surveys, it would mean the true size of the HPC industry could be more than double what was previously counted!

With our shift to High Productivity Computing, Tabor Research is aiming to size the entire HPC ecosystem. The external spending – money that users spend outside the organization – constitutes the HPC market. This will include servers, storage, interconnects, applications, middleware, and services of all types. In addition, we will examine portions of the internal spending in total available market analysis. For example, spending on staff for internally developed applications could help determine the total potential market for ISVs in that space.

The Challenges of Demand-Side Analysis

The reason analysts start with supplier data is simple. There are few suppliers, and many users. No matter how many surveys we run, we won’t get to everyone who’s bought an HPC system. The key to good market sizing information, therefore, is to reach enough users so that we can confidently model the census data we get from suppliers. The participation level in the various surveys is critical.

The budget map survey is still open, and it is important to capture as many user data points as possible, from a diverse group of users. Contact information is required, but individual responses remain anonymous. All respondents will receive a summary report, which will allow them to compare themselves to their industry peers. Results from our research will also be returned to the user community in the form of articles in HPCwire, public reports posted on the Tabor Research web site, and insights on the Tabor research blog.

Tabor Research is also seeking users of all types and sizes to form an HPC User Views Advisory Council. In exchange for regular participation in demand-side research (about one survey per month), Advisory Council members gain free access to Tabor Research data and report, inquiry time with analysts, and invitations to exclusive events.

The key to good HPC market intelligence is demand-side research. And the key to the demand-side research is user participation. Tabor Research was founded to give a voice to the user community. Your participation in our surveys and HPC User Views Advisory Council will shape the course of development in the HPC industry.

There are a lot of you out there making important spending decisions. More than people might think. And the industry wants to hear from you.

—–

Addison Snell is the VP/GM of Tabor Research. To participate in the site budget allocation survey or the HPC User Views Advisory Council, or to get more information, visit www.taborresearch.com or email Addison at [email protected].

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industry updates delivered to you every week!

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger systems (e.g. exascale), according to Hyperion Research’s ann Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Oak Ridge National Laboratory in Tennessee, USA, retains its Read more…

Harvard/Google Use AI to Help Produce Astonishing 3D Map of Brain Tissue

May 10, 2024

Although LLMs are getting all the notice lately, AI techniques of many varieties are being infused throughout science. For example, Harvard researchers, Google, and colleagues published a 3D map in Science this week that Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of that at the upcoming ISC High Performance 2024, which is hap Read more…

Processor Security: Taking the Wong Path

May 9, 2024

More research at UC San Diego revealed yet another side-channel attack on x86_64 processors. The research identified a new vulnerability that allows precise control of conditional branch prediction in modern processors.� Read more…

The Ultimate 2024 Winter Class Round-Up

May 8, 2024

To make navigating easier, we have compiled a collection of all the 2024 Winter Classic News in this single page round-up. Meet The Teams   Introducing Team Lobo This is the other team from University of New Mex Read more…

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger sys Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of Read more…

Illinois Considers $20 Billion Quantum Manhattan Project Says Report

May 7, 2024

There are multiple reports that Illinois governor Jay Robert Pritzker is considering a $20 billion Quantum Manhattan-like project for the Chicago area. Accordin Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

How Nvidia Could Use $700M Run.ai Acquisition for AI Consumption

May 6, 2024

Nvidia is touching $2 trillion in market cap purely on the brute force of its GPU sales, and there's room for the company to grow with software. The company hop Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market anal Read more…

Qubit Watch: Intel Process, IBM’s Heron, APS March Meeting, PsiQuantum Platform, QED-C on Logistics, FS Comparison

May 1, 2024

Intel has long argued that leveraging its semiconductor manufacturing prowess and use of quantum dot qubits will help Intel emerge as a leader in the race to de Read more…

Nvidia H100: Are 550,000 GPUs Enough for This Year?

August 17, 2023

The GPU Squeeze continues to place a premium on Nvidia H100 GPUs. In a recent Financial Times article, Nvidia reports that it expects to ship 550,000 of its lat Read more…

Synopsys Eats Ansys: Does HPC Get Indigestion?

February 8, 2024

Recently, it was announced that Synopsys is buying HPC tool developer Ansys. Started in Pittsburgh, Pa., in 1970 as Swanson Analysis Systems, Inc. (SASI) by John Swanson (and eventually renamed), Ansys serves the CAE (Computer Aided Engineering)/multiphysics engineering simulation market. Read more…

Intel’s Server and PC Chip Development Will Blur After 2025

January 15, 2024

Intel's dealing with much more than chip rivals breathing down its neck; it is simultaneously integrating a bevy of new technologies such as chiplets, artificia Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Choosing the Right GPU for LLM Inference and Training

December 11, 2023

Accelerating the training and inference processes of deep learning models is crucial for unleashing their true potential and NVIDIA GPUs have emerged as a game- Read more…

Shutterstock 1606064203

Meta’s Zuckerberg Puts Its AI Future in the Hands of 600,000 GPUs

January 25, 2024

In under two minutes, Meta's CEO, Mark Zuckerberg, laid out the company's AI plans, which included a plan to build an artificial intelligence system with the eq Read more…

AMD MI3000A

How AMD May Get Across the CUDA Moat

October 5, 2023

When discussing GenAI, the term "GPU" almost always enters the conversation and the topic often moves toward performance and access. Interestingly, the word "GPU" is assumed to mean "Nvidia" products. (As an aside, the popular Nvidia hardware used in GenAI are not technically... Read more…

Nvidia’s New Blackwell GPU Can Train AI Models with Trillions of Parameters

March 18, 2024

Nvidia's latest and fastest GPU, codenamed Blackwell, is here and will underpin the company's AI plans this year. The chip offers performance improvements from Read more…

Leading Solution Providers

Contributors

Shutterstock 1285747942

AMD’s Horsepower-packed MI300X GPU Beats Nvidia’s Upcoming H200

December 7, 2023

AMD and Nvidia are locked in an AI performance battle – much like the gaming GPU performance clash the companies have waged for decades. AMD has claimed it Read more…

Eyes on the Quantum Prize – D-Wave Says its Time is Now

January 30, 2024

Early quantum computing pioneer D-Wave again asserted – that at least for D-Wave – the commercial quantum era has begun. Speaking at its first in-person Ana Read more…

The GenAI Datacenter Squeeze Is Here

February 1, 2024

The immediate effect of the GenAI GPU Squeeze was to reduce availability, either direct purchase or cloud access, increase cost, and push demand through the roof. A secondary issue has been developing over the last several years. Even though your organization secured several racks... Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

Intel Plans Falcon Shores 2 GPU Supercomputing Chip for 2026  

August 8, 2023

Intel is planning to onboard a new version of the Falcon Shores chip in 2026, which is code-named Falcon Shores 2. The new product was announced by CEO Pat Gel Read more…

GenAI Having Major Impact on Data Culture, Survey Says

February 21, 2024

While 2023 was the year of GenAI, the adoption rates for GenAI did not match expectations. Most organizations are continuing to invest in GenAI but are yet to Read more…

Q&A with Nvidia’s Chief of DGX Systems on the DGX-GB200 Rack-scale System

March 27, 2024

Pictures of Nvidia's new flagship mega-server, the DGX GB200, on the GTC show floor got favorable reactions on social media for the sheer amount of computing po Read more…

A Big Memory Nvidia GH200 Next to Your Desk: Closer Than You Think

February 22, 2024

Students of the microprocessor may recall that the original 8086/8088 processors did not have floating point units. The motherboard often had an extra socket fo Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire