FREMONT, Calif.--(BUSINESS WIRE)--Nov 17, 2025--
Penguin Solutions, Inc. ("Penguin Solutions") (Nasdaq: PENG ), a leading provider of high-performance computing and AI infrastructure solutions, today announced the release of ICE ClusterWare ™ software 13.0. This latest version introduces powerful new capabilities that solve two critical challenges in production-scale AI and HPC: sustaining peak cluster performance and secure provisioning of a single cluster to diverse user groups. These new features enable organizations to maximize return on their AI infrastructure investments by safely sharing resources across more users while ensuring consistent, reliable performance.
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When an organization’s AI deployments progress from isolated pilot projects to enterprise-wide production environments, operational demands on infrastructure intensify immediately. Penguin’s ICE ClusterWare 13.0 addresses this with built-in anomaly detection and auto-remediation, along with network-isolated multi-tenancy—delivering the operational excellence required to support AI as a core business function.
“With the launch of our ICE ClusterWare software 13.0, we’re delivering pivotal advancements to help organizations manage the growing complexity of modern AI and HPC environments,” said Sharri Parsell, vice president software engineering for Penguin Solutions. “As AI continues to evolve from experimental pilots to enterprise-scale deployments, organizations need robust, intelligent infrastructure that drives operational excellence and enables AI success across the enterprise.”
The patent-pending anomaly detection and auto-remediation technology ensures peak cluster performance and resource availability, continuously monitoring for hidden performance degradation that traditional diagnostic tools miss. Upon detection, the system automatically isolates underperforming nodes and initiates remediation in real time, ensuring that workloads are scheduled on validated, high performing nodes. This proactive approach reduces administrative burdens, prevents unplanned downtime, and maximizes the cluster’s usable capacity. As a result, this new capability significantly shortens model training by reducing restarts and loss of work.
The new optional network-isolated multi-tenancy feature enables organizations to securely and efficiently share high-value GPU clusters, creating dedicated subclusters to support different departments, projects, or GPU-as-a-Service (GPUaaS) customers. This capability provides isolated environments, giving tenants the autonomy to select their own workload manager, govern users, and run workloads with confidence that data and operations remain segregated and secure.
"The pace and quality of biomedical research are directly tied to the technology that supports it," said Assistant Dean for Information Technology Shailesh Shenoy, Albert Einstein College of Medicine. "AI and HPC are crucial to providing the computational power that biometrics, life science, and medical research require, but we also had to ensure that it is optimized for our specific use cases. Having a trusted partner in Penguin Solutions has enabled us to not only build out this infrastructure, but also helped ensure we can manage and optimize it to keep it running smoothly and at capacity, freeing our faculty and student researchers to continue their groundbreaking work without interruption."
Reducing the security and resource utilization conflicts that previously forced organizations to build separate clusters drastically improves time to value. This capability is essential for cloud service providers and hyperscalers providing GPUaaS, enterprises and research institutes delivering AI computing to internal business groups, and federal or government agencies that require the highest level of security and resource isolation.
General availability for ICE ClusterWare software 13.0 is scheduled for December 2, 2025. To learn more about ICE ClusterWare 13.0, visit https://www.penguinsolutions.com/en-us/contact-us and register for our upcoming webinar: Navigating the AI Journey from Pilot to Production, on December 17, 2025 at 10:00 a.m. PST.
ICE ClusterWare is a trademark or registered trademark of Penguin Solutions, Inc. or its affiliates. All other trademarks are the property of their respective owners.
About Penguin Solutions
The most exciting technological advancements are also the most challenging for companies to adopt. At Penguin Solutions, we support our customers in achieving their ambitions across our computing, memory, and LED lines of business. With our expert skills, experience, and partnerships, we turn our customers’ most complex challenges into compelling opportunities.
For more information, visit https://www.penguinsolutions.com.
Penguin Solutions releases ICE ClusterWare management software 13.0 with powerful new capabilities that solve two critical challenges in production-scale AI and HPC: sustaining peak cluster performance and secure provisioning of a single cluster to diverse user groups.
WASHINGTON (AP) — The Supreme Court is taking up one of the term’s most consequential cases, President Donald Trump’s executive order on birthright citizenship declaring that children born to parents who are in the United States illegally or temporarily are not American citizens, and he was in the courtroom on Wednesday for some of the arguments.
The justices are hearing Trump’s appeal of a lower-court ruling from New Hampshire that struck down the citizenship restrictions, one of several courts that have blocked them. They have not taken effect anywhere in the country.
Trump is the first sitting president to attend oral arguments at the nation’s highest court. He spent just over an hour inside the courtroom, hearing arguments by the government’s lawyer, Solicitor General D. John Sauer. He left shortly after Sauer wrapped up and the plaintiff was invited to present her case.
The case frames another test of Trump's assertions of executive power that defy long-standing precedent for a court that has largely ruled in the president's favor — but with some notable exceptions that Trump has responded to with starkly personal criticisms of the justices. A definitive ruling is expected by early summer.
The birthright citizenship order, which Trump signed the first day of his second term, is part of his Republican administration’s broad immigration crackdown.
Birthright citizenship is the first Trump immigration-related policy to reach the court for a final ruling. The justices previously struck down global tariffs Trump had imposed under an emergency powers law that had never been used that way.
Trump reacted furiously to the late February tariffs decision, saying he was ashamed of the justices who ruled against him and calling them unpatriotic.
He issued a preemptive broadside against the court on Sunday on his Truth Social platform. “Birthright Citizenship is not about rich people from China, and the rest of the World, who want their children, and hundreds of thousands more, FOR PAY, to ridiculously become citizens of the United States of America. It is about the BABIES OF SLAVES!,” the president wrote. “Dumb Judges and Justices will not a great Country make!”
Trump's order would upend the long-standing view that the Constitution’s 14th Amendment, ratified in 1868, and federal law since 1940 confer citizenship on everyone born on American soil, with narrow exceptions for the children of foreign diplomats and those born to a foreign occupying force.
The 14th Amendment was intended to ensure that Black people, including former slaves, had citizenship, though the Citizenship Clause is written more broadly. “All persons born or naturalized in the United States, and subject to the jurisdiction thereof, are citizens of the United States and of the State wherein they reside,” it reads.
In a series of decisions, lower courts have struck down the executive order as illegal, or likely so, under the Constitution and federal law. The decisions have invoked the high court's 1898 ruling in Wong Kim Ark, which held that the U.S.-born child of Chinese nationals was a citizen.
The Trump administration argues that the common view of citizenship is wrong, asserting that children of noncitizens are not “subject to the jurisdiction” of the United States and therefore are not entitled to citizenship.
The court should use the case to set straight “long-enduring misconceptions about the Constitution’s meaning,” wrote Sauer, the solicitor general.
No court has accepted that argument, and lawyers for pregnant women whose children would be affected by the order said the Supreme Court should not be the first to do so.
“We have the president of the United States trying to radically reinterpret the definition of American citizenship,” said Cecillia Wang, the American Civil Liberties Union legal director who is facing off against Sauer at the Supreme Court.
More than one-quarter of a million babies born in the U.S. each year would be affected by the executive order, according to research by the Migration Policy Institute and Pennsylvania State University’s Population Research Institute.
While Trump has largely focused on illegal immigration in his rhetoric and actions, the birthright restrictions also would apply to people who are legally in the United States, including students and applicants for green cards, or permanent resident status.
Associated Press writer Darlene Superville contributed to this report.
Follow the AP’s coverage of the U.S. Supreme Court at https://apnews.com/hub/us-supreme-court.
Pro and anti-Trump demonstrators rally outside the U.S. Supreme Court, before justices hear oral arguments on whether President Donald Trump can deny citizenship to children born to parents who are in the United States illegally or temporarily, on Capitol Hill, in Washington, Wednesday, April 1, 2026. (AP Photo/J. Scott Applewhite)
President Donald Trump leaves the U.S. Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Mark Schiefelbein)
President Donald Trump's motorcade arrives at the U.S. Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Tom Brenner)
Pro and anti-Trump demonstrators rally outside the U.S. Supreme Court, before justices hear oral arguments on whether President Donald Trump can deny citizenship to children born to parents who are in the United States illegally or temporarily, on Capitol Hill, in Washington, Wednesday, April 1, 2026. (AP Photo/J. Scott Applewhite)
President Donald Trump's motorcade arrives at the U.S. Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Tom Brenner)
Demonstrators holding opposing views verbally engage ahead of President Donald Trump's arrival at the U.S. Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Tom Brenner)
President Donald Trump's limo exits the White House en route to the Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Mark Schiefelbein)
President Donald Trump's motorcade arrives at the U.S. Supreme Court, Wednesday, April 1, 2026, in Washington. (AP Photo/Tom Brenner)
Pro and anti-Trump demonstrators rally outside the U.S. Supreme Court, before justices hear oral arguments on whether President Donald Trump can deny citizenship to children born to parents who are in the United States illegally or temporarily, on Capitol Hill, in Washington, Wednesday, April 1, 2026. (AP Photo/J. Scott Applewhite)
People arrive to walk inside the U.S. Supreme Court, on Capitol Hill in Washington, Wednesday, April 1, 2026. The Supreme Court justices will hear oral arguments today on whether President Donald Trump can deny citizenship to children born to parents who are in the United States illegally or temporarily. (AP Photo/J. Scott Applewhite)
People arrive to walk inside the U.S. Supreme Court, on Capitol Hill in Washington, Wednesday, April 1, 2026. The Supreme Court justices will hear oral arguments today on whether President Donald Trump can deny citizenship to children born to parents who are in the United States illegally or temporarily. (AP Photo/J. Scott Applewhite)
President Donald Trump answers questions from reporters after signing an executive order in the Oval Office of the White House Tuesday, March 31, 2026, in Washington, as Commerce Secretary Howard Lutnick listens. (AP Photo/Alex Brandon)
The U.S. Supreme Court is seen as the moon rises Tuesday, March 31, 2026, in Washington. (AP Photo/Jose Luis Magana)
