The hardware upgrades more than “double the effective horsepower of DUG’s Houston data center.” Photo via dug.com

An Australia-based company has launched a major upgrade of its Houston data center with sustainability in mind.

DUG Technology announced it's increased the company’s high performance computing (HPC) capabilities and also reinforced its commitment to sustainable innovative technology. The company announced its latest investment in 1500 new AMD EPYCTM Genoa servers, which has 192 cores and 1.5 terabytes of DDR5 memory each. Quebec-based IT solution company Hypertec provided the immersion-born hardware.

“DUG’s decision highlights the unmatched technological advancements and superior performance of Hypertec immersion-born products, which are setting a new benchmark in the industry,” Hypertec’s Patrick Scateni, vice president of global sales says in a news release.

Recently, DUG deployed 600 new Intel Xeon CPU Max Series machines, which are equipped with 128 cores and one terabyte of RAM. All of their existing servers had a RAM upgrade to 384 gigabytes. The hardware upgrades more than “double the effective horsepower of DUG’s Houston data center,” according to the company.

DUG initially started construction on Bubba in 2018, and chose Skybox Datacenters as the facility to put Bubba in after a global search. The supercomputer landing in Houston represented the largest data center transaction in the Houston area's history with Dallas-Fort Worth, Austin, and San Antonio having previously overshadowed Houston as hotspots for data center activity in the state.

“Houston was a natural choice," DUG’s Managing Director Matthew Lamont previously told InnovationMap. “Given the low cost of power and the fact that Skybox had the available infrastructure ready to go."

DUG’s Houston facility was the DCD Awards winner of the 2019 Enterprise Data Centre Design Award. The upgrade of DUG’s Houston-based supercomputer Bubba was opened with a ribbon-cutting ceremony by the Hon Stephen Dawson MLA, Minister for Emergency Services; Innovation and the Digital Economy; Science; Medical Research, during his “Western Australia: USA Connect” mission to the United States.

Also present for the announcement was Christopher Skeete, Minister for the Economy in the National Assembly of Québec. DUG joined the Western Australia (WA) trade delegation to Texas, led by Minister Dawson. The trade delegation looks to establish strategic connections through investment and trade with WA with a focus on the energy transition and green technology.

“It is very exciting to see our HPC capabilities scale in response to the increasing demand for our technology,” Lamont says in the release. “The new hardware was purchased after extensive testing and our partners were chosen based on the unparalleled performance of their solutions. The Intel machines are already turbocharging our new MP-FWI Imaging technology, which is having a transformative impact on the way we process seismic data.

"Delivering unsurpassed imaging with rapid turnaround for our clients, it is a complete replacement for the conventional processing and imaging workflow," he continued. "The new Hypertec-supplied AMD machines are needed to accelerate delivery of both current and imminent projects, and to support the unprecedented demand we continue to see moving forward.”

The three Houston innovators to know this week represent new, exciting things for the innovation ecosystem. Courtesy photos

3 Houston innovators to know this week

Who's who

The movers and shakers within the Houston innovation ecosystem come from all kinds of industries — from private equity to supercomputing. This week's innovators to know reflect that industry diversity and are bringing something new to the table.

Jon Nordby, managing director of Houston's MassChallenge Texas chapter

Jon Nordby, former exec at Houston Exponential, will lead the inaugural Houston MassChallenge cohort. Courtesy of MassChallenge

Jon Nordby, who recently served as Houston Exponential's director of strategy since its launch, was named as the managing director of MassChallenge Texas in Houston, a zero-equity startup accelerator.

"MassChallenge's not-for-profit, no equity model is uniquely suited to accelerate the development of Houston's innovation ecosystem and is the foundation early-stage startups need to get to the point of disruption or pivot as fast as possible," says Nordby in a release.

Before HX, Nordby served as vice president of talent and innovation at the Greater Houston Partnership, and was essential in creating the organization's Innovation Initiative. Click here to learn more about the appointment.

Matthew Lamont, managing director at DownUnder GeoSolutions

Matthew Lamont is managing director at DownUnder GeoSolutions which just opened its new, powerful data center west of Houston. Courtesy of DUG

Matthew Lamont isn't technically a Houstonian, but the managing director of Perth, Australia-based DownUnder GeoSolutions gets the honorary title for bringing one of the world's most powerful supercomputers, nicknamed Bubba, to the Houston area. In fact, perhaps Lamont accepts the recognition on behalf of Bubba, who — while inanimate — is definitely a Houstonian.

DUG is heavily investing in Houston, and Bubba is just the start. The company plans to start on a friend for Bubba later this year and bring an even more powerful supercomputer to the market by 2021. Read more about Lamont, Bubba, and all that DUG is doing in Houston here.

Taseer Badar, founder and CEO of ZT Corporate

Taseer Badar is in the business of making money. Courtesy of ZT Corporate

Taseer Badar will shoot it to you straight: Houston startups struggling to find capital might need to look nationally or globally.

"Investors in Houston want positive earnings before interest, tax, and amortization," he says. "But that doesn't mean it's not possible in New York, Dallas, Austin, or other cities. There are technology conferences everywhere, that's a great way to get known as a startup."

As CEO and founder of ZT Corporate with 1,000 investors to manage, he knows private equity, and what it takes to invest. Read more about Badar here.

Matthew Lamont is managing director at DownUnder GeoSolutions' which just opened its new, powerful data center west of Houston. Courtesy of DUG

Massive data center officially opens just west of Houston

Now online

DownUnder GeoSolutions has officially opened its new data centre in Skybox Houston in Katy, Texas. It's being billed as one of the most powerful supercomputers on earth.

The center, which houses DUG's geophysical cloud service, DUG McCloud, celebrated its grand opening on Thursday, May 16. The company's data hall has 15 megawatts of power and resides in a building designed to withstand hurricane-force winds up to 190 mph.

A second, identical hall is already planned to be built out later this year. Together, the two machines will have a capacity of 650 petaflop, which is a measurement of computing speed that's equal to one thousand million million floating-point operations per second.

In addition to the second hall, DUG is working to build another giant computing system with exaflop capacity — a billion billion calculations per second — by 2021.

"We are in a race to build the first exascale supercomputing system," says Phil Schwan, CTO for DUG, in a news release.

Australia-based DUG first started construction on Bubba, the nickname for the machine, last year and chose Skybox Datacenters as the facility to put Bubba in after a global search. The supercomputer landing in Houston represented the largest data center transaction in the Houston area's history. Dallas-Fort Worth, Austin, and San Antonio have long overshadowed Houston as hotspots for data center activity in Texas.

An differentiating asset of Bubba is the cooling process, which reduces energy usage and costs. Thirteen miles of pipes connect the hard drives to 20-foot cooling towers. Bubba uses "its own patented immersion system that submerges the computer nodes in more than 700 specially-designed tanks filled with polyalphaolefin dielectric fluid," according to the release.

"The complete DUG Insight software suite is available, and is fully-optimised to run on the cloud," says DUG's managing director, Matthew Lamont.

DUG's device is based on Intel® Xeon® processors, and the company uses Intel's technology to enhance its services, and there are more than 40,000 Intel Xeon processor nodes within the DUG McCloud network.

"The close collaboration between our two companies ensures DUG customers have access to the compute resources needed to obtain more meaningful insights from the geophysical landscapes they are exploring," says Trish Damkroger, vice president and general manager of Intel's Extreme Computing Organization, in a release.

"The Bubba supercomputer is a tremendous addition to the DUG McCloud network, and we look forward to our continued collaboration to build even more powerful systems to help accelerate this research and development."

Super-sized supercomputer

Natalie Harms/InnovationMap

Bubba, as the machine is called, has 15 megawatts of power and resides in a building designed to withstand hurricane-force winds up to 190 mph.

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Houston hospitals recognized as best in state, nation in annual report

better than all the rest

Houston’s University of Texas MD Anderson Cancer Center has retained its U.S. News & World Report crown as the best cancer hospital in the U.S.

In the same ranking, Houston Methodist Hospital once again came out on top as the best hospital in Texas. Last year, the hospital shared the top spot. Baylor St. Luke’s Medical Center ranked No. 4, followed by No. 5 Memorial Hermann Hospital.

The accolades appear in U.S. News2024-25 ranking of the country’s best hospitals. Each hospital also ranked among various specialties, such as orthopedics; cardiology, heart, and vascular surgery; cancer; and neurology and neurosurgery.

Since U.S. News introduced its annual hospital survey in 1990, MD Anderson has been ranked one of the two best U.S. hospitals for cancer care. It has maintained its No. 1 ranking for 10 consecutive years.

“At MD Anderson, our mission is clear: to end cancer,” Dr. Peter WT Pisters, president of MD Anderson, says in a news release. “This ranking reflects our relentless commitment to excellence in patient care, research, prevention, and education.”

MD Anderson also ranked highly in three specialties:

  • No. 2 for ear, nose, and throat.
  • No. 9 for urology.
  • No. 14 for gastroenterology and GI surgery.

“The consistent top national recognitions [that] MD Anderson receives for delivering compassionate, evidence-based care is a testament to our dedication to those we serve,” Pisters says.

Elsewhere at the Texas Medical Center, Houston Methodist Hospital was named the No. 1 hospital in Texas for the 13th year in a row. Also, it was lauded as one of the country’s 20 best hospitals for the eighth time.

Along with the general ranking, Houston Methodist Hospital scored high marks in 10 specialties. These include diabetes and endocrinology (No. 6), gastroenterology and GI surgery (No. 7), and pulmonology and lung surgery (No. 8).

Meanwhile, four Houston Methodist community hospitals ranked well in Texas:

  • Houston Methodist The Woodlands Hospital (No. 8).
  • Houston Methodist Sugar Land Hospital (No. 9).
  • Houston Methodist Baytown Hospital (tied at No. 18).
  • Houston Methodist Willowbrook Hospital (tied at No. 23).

New app with tips for solo women travelers takes flight from Texas

explore mode activated

We all have that one friend whose office seems to be the nearest airport gate. We go to them for travel advice and hit save on their latest post for that hole-in-the-wall restaurant that had the best local food. That type of advice — especially between women — is indispensable for solo travelers, and now a new travel app based in Austin is helping organize it on a new platform without the social media noise.

Solo travel has gained a lot of momentum in the past few years, and it’s no longer just something one does during a gap year before or after college. It’s become the preferred way to travel for many, and women are at the forefront.

According to Condor Ferries, 72 percent of American women like to take solo trips, and the term “female solo travel” has increased 62 percent over the past three years across all search engines. What if there was a place where women solo travelers could get recommendations and travel itineraries created by other solo women travelers?

This concept is the backbone of Airheart, which aims to revolutionize the travel industry by offering a safe space for solo female travelers to find itineraries and travel guides that were crafted with them in mind.

"Traveling solo as a woman is an empowering act of independence," said Airheart founder Lindsey Renken in a press release. "At Airheart, we celebrate and support this journey, helping women discover new places, connections, and strengths."

The platform includes integrated planning tools, interactive maps, itineraries, and video tips all conveniently located in one place and customizable to the traveler’s preference. Once a user creates an account and accesses the site, the navigation is pretty straightforward.

There’s an explore option at the top of the home screen showcasing all the travel guides available for purchase within the platform, with destinations all over the world. At the moment, most are within the US, Mexico, Western Europe, and Asia. Once the user chooses a guide, a sidebar populates with a list of recommendations or a day-by-day itinerary. The right side of the screen is a map with all the pinned recommendations for easy navigating.

For those wanting to travel more within Texas this summer, Airheart offers a few destinations with a wide range of activities:

  • Big Bend/West Texas: For nature lovers, explore the beautiful mountain desert region of West Texas with a comprehensive guide that includes tips on how to get there and how to choose the best accommodation for your trip — something that becomes more complex in such a remote place.
  • Glen Rose: Escape to this charming small town just an hour-and-a-half Southwest of Dallas-Fort Worth, that is perfect for a weekend getaway full of outdoor adventures. These recommendations come from a local.
  • Fredericksburg: Indulge in the best wineries and restaurants that Central Texas has to offer with an itinerary crafted by a Texas native. This one is ideal for a quick day trip or a fun girls’ weekend.

Airheart, named after the pioneering aviator Amelia Earhart, is also focused on empowering female travel creators by allowing them to act as a type of modern travel agent. They can monetize both new and existing travel content by creating these guides and itineraries, while reaching a new audience on the platform.

“As an avid traveler, I’m always looking for something like this created by expert travelers. I can’t wait to be a seller and consumer,” said Tanna Wasilchak who contributed guides for Waco, Glen Rose, and Georgetown. “Solo traveling as a female can be intimidating at first, but it’s one of the most rewarding experiences I’ve ever had. Airheart is going to be such a game changer for this community.”

Perhaps the only downside for now is that Airheart is limited in what it can offer to its users with only 22 guides published on the site. However, the features and community-based aspect give the platform the potential to stand out in an otherwise saturated market. Guides ($29 each before taxes and fees) are available for users to browse and purchase at airheart.com.

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This article originally ran on CultureMap.

Houston startup adviser on navigating SAFE, convertible notes in funding rounds

guest column

As both a founder and occasional early-stage investor in the Houston ecosystem, I've seen firsthand the opportunities and challenges surrounding seed funding for local startups. This critical first fundraising round sets the trajectory, but navigating the landscape can be tricky, especially for first time founders who may not be familiar with the lingo.

One key dynamic is choosing the right deal structure — SAFEs (Simple Agreement for Future Equity) vs. convertible notes are the most common vehicles early stage startups use to raise capital and are far more founder-friendly than a priced round.

Let's start first with what the have in common:

  • Both allow you to defer setting a valuation for your company until a later (likely priced) round, which is useful in early stages or pre-revenue companies
  • Both are cheaper and faster to execute than a priced round, which cash-strapped early stage founders like
  • Both can have terms like valuation cap, discount, conversion event, and pro rata rights.
  • Both are less attractive to investors seeking immediate equity (especially important if starting the QSBS clock is part of your investors strategy or if the investor is newer to startup investing)
  • Both can create messy cap tables and the potential for a lot of dilution for the founders (and investors) if they are used for multiple raises (especially with different terms)

While as you can see they have similarities, they have some important differences. Let's dig in on these next:

SAFEs:

  • Created by Y Combinator in 2013, the intent was to create a simplified, founder friendly agreement as an alternative to the convertible note
  • Is an agreement for future equity for the investor at a conversion event (priced round or liquidation event) which converts automatically.
  • It's not a debt instrument and does not accrue interest or have a maturity date.
  • Generally have much lower upfront legal costs and faster to execute

Convertible Notes:

  • A debt agreement that converts to equity at a later date (or conversion event like a priced round)
  • Accrues interest (usually 2 to 8 percent) and has a maturity date by which the note must either be repaid or convert to equity. If you reach your maturity date before raising a qualifying round, you can often renegotiate to extend the maturity date or convert the note, though be prepared to agree to higher interest rates, additional warrants, or more favorable conversion terms.
  • More complex and take longer to finalize due to non-standard terms resulting in higher legal and administrative costs

It's worth reiterating that in both cases, raising multiple rounds can lead to headaches in the form of complex cap tables, lots of dilution, and higher legal expenses to determine conversion terms. If your rounds have different terms on discounts and valuation caps (likely) it can cause confusion around equity and cap table structure, and leave you (the founder) not sure how much equity you will have until the conversion occurs.

In my last startup, our legal counsel — one of the big dogs in this space for what it's worth — strongly advised us to only do one SAFE round to prevent this.

Why do some investors tend to prefer convertible notes?

There are a few reasons why some investors, particularly angel investors from developing startup ecosystems (like Houston), prefer convertible notes to SAFEs.

  • Because they are structured as debt, note holders have a higher priority than equity investors in recovering their investment if the company fails or is liquidated. This means they would get paid after other creditors (like loans or credit cards) but before equity investors, increasing the likelihood of getting some of their money back.
  • The interest terms protect investors if the founder takes a long time to raise a priced funding round. As time passes, interest accumulates, increasing the investor's potential return. This usually results in the investor receiving a larger equity stake when the note converts. However, if the investor chooses to call in the note instead, the accrued interest would increase the amount of money owed, similar to a traditional loan
  • More defined conversion triggers (including a maturity date) gives investors more control and transparency on when and how their investment will convert.
  • Can negotiate more favorable terms than the standard SAFE agreement, including having both a valuation cap and a discount (uncommon on a SAFE, which usually only has one or the other), interest rates, and amendment clauses to protect them from term revisions on earlier investors by future investors (called a cram-down), etc.
We'll go over what the various terms in these agreements are and what to look out for in a future article

How to choose:

  • Consider your startup's stage and valuation certainty — really uncertain or super early? Either of these instruments are preferable to a priced round as you can defer the valuation discussion
  • Assess investor preferences in your network — often the deciding factor if you don't have a lot of leverage; most local angels prefer c-notes because they see them as less risky though SAFEs are becoming more common with investors in tech hubs like Silicon Valley
  • Evaluate your timeline and budget for legal costs — as I mentioned, SAFEs are way less expensive to execute (though still be prepared to spend some cash).
  • Align the vehicle with your specific goals and growth trajectory

There's no one-size-fits-all solution, so it's crucial to weigh these factors carefully.

The meanings of these round terms like "seed" are flexible, and the average seed funding amount has increased significantly over the past decade, reaching $3.5 million as of January 2024. This trend underscores the importance of choosing the right funding vehicle and approach.

Looking ahead, I'm bullish on Houston's growing startup ecosystem flourishing further. Expect more capital formation from recycled wins, especially once recently minted unicorns like High Radius, Cart.com, Solugen, and Axiom Space exit and infuse the ecosystem with fresh and hungry angels, new platforms beyond traditional venture models, and evolving founder demographics bringing fresh perspectives.

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Adrianne Stone is the principal product manager at Big Cartel and the founder of Bayou City Startups, a monthly happy hour organizer. This article original ran on LinkedIn.