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2025-01-21
SANTA CLARA, Calif. , Dec. 10, 2024 /PRNewswire/ -- Marvell Technology, Inc. (NASDAQ: MRVL), a leader in data infrastructure semiconductor solutions, today announced that it has pioneered a new custom HBM compute architecture that enables XPUs to achieve greater compute and memory density. The new technology is available to all of its custom silicon customers to improve the performance, efficiency and TCO of their custom XPUs. Marvell is collaborating with its cloud customers and leading HBM manufacturers, Micron, Samsung Electronics, and SK hynix to define and develop custom HBM solutions for next-generation XPUs. HBM is a critical component integrated within the XPU using advanced 2.5D packaging technology and high-speed industry-standard interfaces. However, the scaling of XPUs is limited by the current standard interface-based architecture. The new Marvell custom HBM compute architecture introduces tailored interfaces to optimize performance, power, die size, and cost for specific XPU designs. This approach considers the compute silicon, HBM stacks, and packaging. By customizing the HBM memory subsystem, including the stack itself, Marvell is advancing customization in cloud data center infrastructure. Marvell is collaborating with major HBM makers to implement this new architecture and meet cloud data center operators' needs. The Marvell custom HBM compute architecture enhances XPUs by serializing and speeding up the I/O interfaces between its internal AI compute accelerator silicon dies and the HBM base dies. This results in greater performance and up to 70% lower interface power compared to standard HBM interfaces. The optimized interfaces also reduce the required silicon real estate in each die, allowing HBM support logic to be integrated onto the base die. These real-estate savings, up to 25%, can be used to enhance compute capabilities, add new features, and support up to 33% more HBM stacks, increasing memory capacity per XPU. These improvements boost XPU performance and power efficiency while lowering TCO for cloud operators. "The leading cloud data center operators have scaled with custom infrastructure. Enhancing XPUs by tailoring HBM for specific performance, power, and total cost of ownership is the latest step in a new paradigm in the way AI accelerators are designed and delivered," said Will Chu, Senior Vice President and General Manager of the Custom, Compute and Storage Group at Marvell. "We're very grateful to work with leading memory designers to accelerate this revolution and, help cloud data center operators continue to scale their XPUs and infrastructure for the AI era." "Increased memory capacity and bandwidth will help cloud operators efficiently scale their infrastructure for the AI era," said Raj Narasimhan, senior vice president and general manager of Micron's Compute and Networking Business Unit. "Strategic collaborations focused on power efficiency, such as the one we have with Marvell, will build on Micron's industry-leading HBM power specs, and provide hyperscalers with a robust platform to deliver the capabilities and optimal performance required to scale AI." "Optimizing HBM for specific XPUs and software environments will greatly improve the performance of cloud operators' infrastructure and ensure efficient power use," said Harry Yoon , corporate executive vice president of Samsung Electronics and head of Americas products and solutions planning. "The advancement of AI depends on such focused efforts. We look forward to collaborating with Marvell, a leader in custom compute silicon innovation." "By collaborating with Marvell, we can help our customers produce a more optimized solution for their workloads and infrastructure," said Sunny Kang , VP of DRAM Technology, SK hynix America. "As one of the leading pioneers of HBM, we look forward to shaping this next evolutionary stage for the technology." "Custom XPUs deliver superior performance and performance per watt compared to merchant, general-purpose solutions for specific, cloud-unique workloads," said Patrick Moorhead , CEO and Founder of Moor Insights & Strategy. "Marvell, already a player in custom compute silicon, is already delivering tailored solutions to leading cloud companies. Their latest custom compute HBM architecture platform provides an additional lever to enhance the TCO for custom silicon. Through strategic collaboration with leading memory makers, Marvell is poised to empower cloud operators in scaling their XPUs and accelerated infrastructure, thereby paving the way for them to enable the future of AI." Marvell and the M logo are trademarks of Marvell or its affiliates. Please visit www.marvell.com for a complete list of Marvell trademarks. Other names and brands may be claimed as the property of others. This press release contains forward-looking statements within the meaning of the federal securities laws that involve risks and uncertainties. Forward-looking statements include, without limitation, any statement that may predict, forecast, indicate or imply future events, results or achievements. Actual events, results or achievements may differ materially from those contemplated in this press release. Forward-looking statements are only predictions and are subject to risks, uncertainties and assumptions that are difficult to predict, including those described in the "Risk Factors" section of our Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q and other documents filed by us from time to time with the SEC. Forward-looking statements speak only as of the date they are made. Readers are cautioned not to put undue reliance on forward-looking statements, and no person assumes any obligation to update or revise any such forward-looking statements, whether as a result of new information, future events or otherwise. For further information, contact: Kim Markle pr@marvell.com View original content to download multimedia: https://www.prnewswire.com/news-releases/marvell-announces-breakthrough-custom-hbm-compute-architecture-to-optimize-cloud-ai-accelerators-302328144.html SOURCE Marvellgame boy

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Holiday technical glitch affects 14 American Airline flights at Cancun InternationalA recent study that recommended toxic chemicals in black plastic products be immediately thrown away included a math error that significantly overstated the risks of contamination, but its authors are standing by their conclusions and warn against using such products. Published in the peer-reviewed journal Chemosphere , experts from the nonprofit Toxic-Free Future said they detected flame retardants and other toxic chemicals in 85% of 203 items made of black plastic including kitchen utensils , take-out containers, children's toys and hair accessories. In a blog post, Joe Schwarcz, director of McGill University's Office for Science and Society in Canada, explained that the Toxin-Free Future scientists miscalculated the lower end of what the EPA considered a health risk through a multiplication error. Instead of humans being potentially exposed to a dose of toxic chemicals in black plastic utensils near the minimum level that the EPA deems a health risk, it's actually about one-tenth of that. (Dreamstime/TNS) The study initially said the potential exposure to chemicals found in one of the kitchen utensils approached the minimum levels the Environmental Protection Agency deemed a health risk. But in an update to the study, the authors say they made an error in their calculations and the real levels were "an order of magnitude lower" than the EPA's thresholds. The error was discovered by Joe Schwarcz, director of McGill University's Office for Science and Society in Canada. In a blog post, Schwarcz explained that the Toxin-Free Future scientists miscalculated the lower end of what the EPA considered a health risk through a multiplication error. Instead of humans being potentially exposed to a dose of toxic chemicals in black plastic utensils near the minimum level that the EPA deems a health risk, it's actually about one-tenth of that. Though Schwarcz said the risks outlined in the study aren't enough for him to discard his black plastic kitchen items if he had them, he agreed with the authors that flame retardants shouldn't be in these products in the first place. "The math error does not impact the study's findings, conclusions or recommendations," said Megan Liu, a co-author of the study who is the science and policy manager for Toxic-Free Future . She added that any traces of flame retardants or toxic chemicals in cooking utensils should be concerning for the public. Flame retardants are getting into commonly used items because black-colored products are being made from recycled electronic waste, such as discarded television sets and computers, that frequently contain the additives. When they're heated, the flame retardants and other toxic chemicals can migrate out. If you're wondering whether your old black plastic spoon or other utensils are a part of this group, Liu shared some more guidance. Generally, how do I know a product is harmful? It's nearly impossible to know whether a black plastic product is contaminated. That's because these products that include recycled e-waste don't disclose a detailed list of all ingredients and contaminants in the product. Liu said it's also unclear how many types of flame retardants are in these black plastic products. Some of the products that researchers tested in this recent study "had up to nine different harmful chemicals and harmful flame retardants in them," she said. How can I find out if black plastic food trays are made with recycled contaminated plastic? Anytime you're looking for the type of recycled plastic a product is made of you're going to look for a number within the chasing arrows (that form a triangle) logo. Recycling symbols are numbered 1 to 7 and we commonly associate the numbers with what we can toss in our blue recycling bins. The 1 through 7 numbers stand for, respectively, polyethylene terephthalate, high-density polyethylene, polyvinyl chloride (PVC), low-density polyethylene, polypropylene, polystyrene or Styrofoam, and miscellaneous plastics (including polycarbonate, polylactide, acrylic, acrylonitrile butadiene, styrene, fiberglass and nylon). The study found higher levels of toxic flame retardants in polystyrene plastic, which is labeled with the number 6, said Liu. When did recycled e-waste begin contaminating black plastic products? There isn't a definitive timeline of when recycled electronic-waste started to be incorporated into black plastic products specifically, but e-waste started to get recycled in the early 2000s, Liu said. The way computers, cellphones, stereos, printers and copiers were being disposed of previously was to simply add them to a landfill without reusing salvageable parts. But as the National Conference of State Legislatures notes, electronics production required a significant amount of resources that could be recovered through recycling. Recovering resources such as metals, plastics and glass through recycling used a fraction of the energy needed to mine new materials. However, the study pointed out that flame retardants and other chemical contaminates have been detected in and near e-waste recycling facilities, in indoor air and dust at formal e-waste recycling facilities in Canada, China, Spain and the U.S. It also noted contamination in soil samples surrounding e-waste recycling sites in China and Vietnam. What are safer alternatives? The safest nontoxic material options for kitchen utensil are wood and stainless steel. The 20th century brought airplanes, radio, television, the internet, and plastic. Lots of plastic. That plastic is now showing up on shorelines, forming islands in oceans, and generating mountains of translucent trash on land. Around 700 species of animals in the sea have been found to interact with plastic daily. Companies across every industry face pressure to reduce the amount of plastic they produce. Seventy-two percent of the world's largest have made voluntary commitments to reduce their plastic waste, according to a Duke University analysis. One industry, in particular, has greatly benefited from advancements in single-use plastic technology: the medical industry. Only in recent years have businesses and academics in the field begun to talk about minimizing their impact on our environment like beverage manufacturers and other consumer goods-producing businesses. Medical Technology Schools analyzed academic studies published in the National Library of Medicine , the American Medical Association , and news reports to shed light on the medical community's use of plastics through history, their environmental problems, and proposed solutions to reduce their impact. And the impact can be significant. A single hospital patient generates nearly 34 pounds of waste a day —as much as a quarter of it is plastic. The COVID-19 pandemic only worsened the problem. The pandemic pushed hospital capacity to the brink and led to a massive increase in personal protective equipment and medical supply usage. Medical-grade masks and other protective equipment like face shields, made mostly of nonrenewable plastics, were in high demand. In 2020, the World Health Organization estimated that the international need for PPE manufacturing would boost 40% to address the public health crisis. Hospitals needed an estimated 89 million masks, 76 million gloves, and 1.6 million goggles every month of the pandemic. To date, nearly 677 million COVID-19 vaccine doses have been administered, each requiring their own plastic syringe, according to data from the Centers for Disease Control and Prevention. Global consulting firm Frost & Sullivan estimated that the U.S. would produce a year's worth of medical waste in just two months due to the pandemic. The World Economic Forum warned that the COVID-19 crisis threatened to " stall and even reverse progress " to reduce large plastic waste. It's a challenge researchers acknowledge today as they search for solutions. Plastics introduced an era of ultraconvenience to the world. It makes our clothes. It's made bike helmets and airbags possible. And it's a cheap material to produce, meaning it's cheap for consumers too. Almost as importantly, it's durable and incredibly easy to make into complex shapes—a trait that helped plastics invented in the mid-20th century quickly replace more expensive metal and wooden goods. That adoption extended to the medical field, where the single-use nature of plastics represented a move toward more hygienic tools for physicians and hospitals. But it wasn't plastic's sanitary qualities that the industry first latched onto. Like so many other technical advancements, convenience and cost were the initial driving factors. That they were more conducive to creating a sterile environment for patients was a benefit that health care began to tout closer to the end of the 20th century. PVC, or polyvinyl chloride, replaced glass bottles previously used to hold IV solution and replaced rubber tubing used throughout hospital settings. Plastic has also become the go-to material for making syringes and catheters. Plastic products are generally made from chemicals derived from the oil and natural gas refining process. Chemists use those byproducts to create synthetic materials with malleable and durable chemical structures. The low cost of these materials has helped medical device-makers support better health outcomes for communities across the U.S. since the 1900s. No longer was health care priced at rates only the elite could afford—it was accessible to a much larger swath of the public. In the last decade, the U.S., in particular, has emerged as a massive market for medical plastics. The country generally accounts for nearly half of the global market for medical devices. Plastic's durability is not only a benefit but a detriment to the environment, as the material can take many years to deteriorate when it enters landfills or trashes oceans. Estimates vary widely, but scientists ballpark that depending on the kind of plastic and the environment in which it decomposes, it could take dozens to thousands of years to break down entirely. COVID-19, which remains a burden for health care systems, isn't the only force raising the stakes for a health care industry pressured to reduce reliance on plastics or find ways to reuse them. Global annual production of plastic has doubled in the last two decades , according to the Environmental Protection Agency. As the U.S. looks toward the future, its aging population is another factor that could exacerbate the rate at which medical plastics end up in landfills. People require more medical care as they age, and aging baby boomers are expected to place increased demand on the medical device industry. At the same time, governments are under pressure to lower health care costs, which have become unaffordable even for those insured . As recently as 2021, researchers lamented a lack of data on efforts to recycle medical plastics. Around 350 hospitals participate in Practice Greenhealth's Environmental Excellence Awards . Practice Greenhealth is an organization working to help hospitals increase their sustainability. It's one of the few sources of hospital sustainability data, and its roster of participating hospitals represents a small fraction of the more than 6,000 hospitals operating in the U.S. To meet the need to reduce plastic waste generation, some hospitals are moving away from using plastic in certain applications. Ronald Reagan UCLA Medical Center replaced health care workers' disposable plastic isolation gowns with reusable cloth gowns at its hospitals in the last decade, saving money and preventing literal tons of medical waste. It also implemented a process for sterilizing and incinerating the boxes that hold used needles, allowing them to be reassembled and reused in a health care setting. Recycling plastic medical waste is complicated by the potential for contamination and the need to separate contaminated and noncontaminated waste; once separated, they can be broken down with heat or treated with chemicals and reprocessed. However, using chemical methods to break down and dispose of plastics has drawbacks. Over 200 nongovernmental organizations signed a letter in 2023 urging the Biden administration to end federal support for methods like these, arguing they generate toxic pollutants. The Vinyl Council of Australia is working with hospitals to recover used materials made of PVC . The materials are broken down into tiny pieces, washed and heated at high temperatures, and remade into things used outside medical settings. In the U.S. and Europe, there's the Healthcare Plastics Recycling Council, a coalition of companies working in the health care device space that includes DuPont, Johnson & Johnson, and Medtronic. In 2021, the HPRC, advised by professionals at Kaiser Permanente and other health systems, rolled out a medical waste recycling pilot project with hopes of scaling it across more hospitals. Story editing by Ashleigh Graf. Copy editing by Paris Close. Photo selection by Clarese Moller. This story originally appeared on Medical Technology Schools and was produced and distributed in partnership with Stacker Studio. Build your health & fitness knowledge Sign up here to get the latest health & fitness updates in your inbox every week!

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