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International Business Times
a day ago
- Business
- International Business Times
How Ishneet Dua Is Helping Organizations Deploy Cloud-Native Generative AI
Generative artificial intelligence (AI) and machine learning (ML) are changing how enterprise architecture and cloud computing work. Ishneet Dua works in this evolving environment. As a Senior Solutions Architect at Amazon Web Services (AWS), Ishneet helps companies find responsible, resource-efficient ways to integrate AI/ML with cloud computing. At AWS, she guides customers in designing cloud-native applications. She focuses on helping enterprises realize the potential of large language models and diffusion models in ways that are scalable and environmentally sustainable. "It's incredible to help businesses transform through AI and cloud computing," Ishneet says. "But what's even more rewarding is showing them how to do this in an environmentally responsible way." A Leading Voice Ishneet has a master's degree in computer science, a decade of experience in cloud computing and AI, and various technical publications. Harnessing cloud computing's full potential while minimizing environmental impact has been on her mind for some time. She has regularly spoken at tech conferences. Besides her talks at AWS re:Invent, Ishneet has delivered talks at CadenceLive in Silicon Valley, re:Mars, CloudX, and has been interviewed about "Well-Architected Applications for Sustainability" on YouTube. In addition, Ishneet has authored two books on the technical challenges of integrating enterprise AI/ML: Optimizing Generative AI Workloads for Sustainability: Balancing Performance and Environmental Impact in Generative AI and Sustainable Cloud Development: Optimize Cloud Workloads for Environmental Impact in the GenAI Era. With 20 articles and white papers, Ishneet's publications pose solutions to persistent AI/ML problems. Taking the Technical, Making It Accessible Ishneet has a gift for explaining complex and highly technical topics in ways that are engaging and accessible. Leading experts in AI and ML need to make new concepts accessible to a broader audience whose lives will be transformed by these technologies. "I started writing blogs and articles because I believe in the power of education," Ishneet explains. Ishneet's technical articles address topics ranging from cloud-native designs and ML model optimization to sustainable practices in AI system architecture, including: "Accelerate time to insight with Amazon SageMaker Data Wrangler and the power of Apache Hive" "Prepare data from Amazon EMR for machine learning using Amazon SageMaker Data Wrangler" "Environmentally Sustainable AWS Region Selection" "Building Sustainable, Efficient, and Cost-Optimized Applications on AWS" She recently served on a panel at the AWS Community Day, speaking on responsible AI practices. At an event organized by EDF, she was a panelist and spoke about the impact of AI on the aging U.S. power grid. Real-World Impact At AWS, Ishneet actively works to reshape enterprise architecture on cloud platforms. One project required a connected vehicle platform for a major automotive manufacturer that was facing rising cloud costs. Each vehicle added to its fleet was generating gigabytes of telemetry data. Ishneet managed this growing load by implementing an intelligent data filtering system, more efficient streaming architectures, and transitioning them to serverless computing. Ishneet and her team were able to reduce the company's per-vehicle cloud costs by 82%. She also helped the company adopt machine learning models for predictive maintenance. You can read more about Ishneet's efforts in the automotive sector in her article about deploying Android Automotive on AWS Graviton, another one of her optimization projects Besides the automotive sector, Ishneet has helped develop sustainability reporting for the semiconductor industry, methods to adapt advanced text-to-image models to upgrade creative workflows in marketing and advertising, and techniques to accelerate game development using AI. Mentoring the Next Generation As these technologies continue to develop, the need for a growing cohort of expert AI systems architects is even more pressing. Ishneet continues to devote time to mentoring the next generation of tech professionals, especially women. In 2021, Ishneet organized the "Code Green" hackathon, an all-day coding event that drew over 600 developers who competed to solve a sustainability-related technical challenge. Since then, Ishneet has trained hundreds of engineers and technologists on eco-friendly AI practices. Looking Ahead "I'm excited about the potential of generative AI and large language models," Ishneet says. "But my focus remains on ensuring that as we advance these technologies, we do so in a way that's environmentally responsible." Ishneet is particularly excited about the potential intersection of AI and quantum computing, as well as the opportunities that remain untapped in developing cloud-native, agentic AI. By developing such systems and mentoring others to do the same, Ishneet Dua hopes to shape the future of AI and cloud computing.
Yahoo
a day ago
- Business
- Yahoo
Amazon vs. Microsoft: Which Cloud Computing Giant Is the Better Buy?
Amazon and Microsoft are the two largest cloud computing companies. Microsoft Azure has been growing more quickly, but a strained relationship with OpenAI leaves some questions. Amazon's AWS, meanwhile, has a vertical integration advantage. 10 stocks we like better than Amazon › When it comes to cloud computing, Amazon (NASDAQ: AMZN) and Microsoft (NASDAQ: MSFT) are the clear leaders. Both are seeing strong growth, both are leaning heavily into artificial intelligence (AI), and both are investing billions to meet increasing demand. But if I had to pick just one stock to own right now, I'd go with Amazon. Let's break down why. While best known for its e-commerce operations, Amazon basically invented the cloud computing industry due to its own struggles trying to scale up its infrastructure. Today, Amazon Web Services (AWS) is the largest cloud computing provider in the world, with nearly 30% market share. AWS is also both Amazon's most profitable segment and fastest-growing, with revenue climbing 17% last quarter. AI has been a big reason for this. Customers are using AWS solutions like Bedrock and SageMaker to help them build and run their own AI models and apps. Bedrock gives companies access to foundation models they can customize, while SageMaker is more of an end-to-end solution. Once these models are built, they then run on AWS infrastructure, locking customers into a recurring, high-margin business. On top of that, Amazon has built its own custom AI chips through its Annapurna Labs unit. Trainium is designed to train large language models (LLMs), while Inferentia handles inference. These chips are optimized for performance and cost, consuming less power and delivering better results than general-purpose graphic processing units (GPUs) for specific AI tasks. This gives Amazon a cost advantage over rivals like Microsoft and should lead to better operating leverage as usage scales. Beyond the cloud, Amazon is also using AI to improve its e-commerce business, as well. The company is now using agentic AI to power autonomous warehouse robots. These robots continue to become more sophisticated and can perform multiple tasks. Some can even spot damaged goods before they're shipped, improving customer satisfaction and reducing costly returns. It recently just surpassed 1 million robots in its warehouses. It's also using AI to improve efficiency in its logistics operations. AI is helping map out better routes, while mapping tools like Wellspring can help delivery drivers better navigate complicated drop-offs at places like large apartment complexes. Amazon is also using AI tools to help third-party sellers better market products and target customers more effectively. It's worth noting that its sponsored ad business has become one of the largest digital ad platforms in the world and is growing quickly. There's no denying that Microsoft is a powerhouse. The company has long been the dominant player in worker productivity software with programs such as Word, Excel, and PowerPoint, and its Windows operating system powers most non-Apple computers. However, Microsoft's cloud computing unit Azure has been its big growth driver, with AI accelerating that momentum. Last quarter, Azure revenue jumped 33% year over year (35% in constant currency), with AI services making up nearly half of the growth. Azure is currently firing on all cylinders, but Microsoft has been running into capacity constraints. To address that, Microsoft plans to increase its capital spending in fiscal 2026. It will also shift more investment into shorter-lived assets like GPUs and servers, which it said are more directly tied to revenue. Microsoft made an early and aggressive investment in OpenAI, and the ability to give customers access to the start-up's leading LLM is one of the biggest reasons why Azure has been taking market share in the cloud computing space. Microsoft has also deeply integrated OpenAI's technology into its own products. For example, the technology is used to help power its AI assistant copilots in Word, Excel, and other productivity tools. At $30 per month per enterprise user, Microsoft's copilots have been a nice growth driver for the company. Microsoft has also expanded AI beyond Office 365. It's added new copilots focused on cybersecurity and even launched Muse, an AI model designed to help develop and preserve older video games. Meanwhile, its GitHub Copilot has been one of its best-performing, helping drive solid growth for its code-hosting and collaboration platform. However, the company's relationship with OpenAI has become strained. Microsoft is no longer the exclusive data center provider for the company, and the two have been fighting over the terms of Microsoft's investment, including whether it will get access to the intellectual property of OpenAI's pending acquisition of Windsurf. Microsoft's investment in OpenAI is one of the most attractive parts of its story. It's currently entitled to 49% of OpenAI Global LLC's profits, capped at roughly 10 times its nearly $10 billion investment. But OpenAI is looking to renegotiate the deal as it looks to restructure into a for-profit company. Both Amazon and Microsoft are great companies with strong cloud computing platforms and big AI opportunities. However, Amazon has the edge. Amazon's biggest advantage is that its cloud computing platform is vertically integrated. It can provide a wide range of services from custom chips to infrastructure to high-margin services. Its Inferentia and Trainium chips are helping lower its cloud computing costs, and AWS offers a wide array of foundation AI models, both from itself and other leading tech companies. Microsoft, meanwhile, is reliant on expensive chips from Nvidia and AI models from OpenAI, with whom tensions have been growing. Microsoft is looking to develop its own AI chips, but it was recently reported that its next-generation Maia AI chip has been delayed. Azure has been growing more quickly than AWS, but it faces a lot more unanswered questions at the moment. Microsoft is a solid stock to own long-term, but right now, Amazon is the better buy. Before you buy stock in Amazon, consider this: The Motley Fool Stock Advisor analyst team just identified what they believe are the for investors to buy now… and Amazon wasn't one of them. The 10 stocks that made the cut could produce monster returns in the coming years. Consider when Netflix made this list on December 17, 2004... if you invested $1,000 at the time of our recommendation, you'd have $699,558!* Or when Nvidia made this list on April 15, 2005... if you invested $1,000 at the time of our recommendation, you'd have $976,677!* Now, it's worth noting Stock Advisor's total average return is 1,060% — a market-crushing outperformance compared to 180% for the S&P 500. Don't miss out on the latest top 10 list, available when you join . See the 10 stocks » *Stock Advisor returns as of June 30, 2025 John Mackey, former CEO of Whole Foods Market, an Amazon subsidiary, is a member of The Motley Fool's board of directors. Geoffrey Seiler has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Amazon, Apple, Microsoft, and Nvidia. The Motley Fool recommends the following options: long January 2026 $395 calls on Microsoft and short January 2026 $405 calls on Microsoft. The Motley Fool has a disclosure policy. Amazon vs. Microsoft: Which Cloud Computing Giant Is the Better Buy? was originally published by The Motley Fool
Time of India
3 days ago
- Business
- Time of India
Apple hits pause on its plan to compete with Amazon, Microsoft and Google cloud
Apple reportedly explored a venture into the public cloud market, intending to launch its own cloud services powered by its high-performance M-series chips to rival giants like Amazon Web Services (AWS), Microsoft Azure and Google Cloud. However, according to a report from The Information (via macrumors), the company has seemingly put this initiative on hold. Apple's Project ACDC: An affordable, efficient cloud The report said that the initiative, internally known as Project ACDC (Apple Chips in Data Centers), aimed to offer developers direct access to Apple's proprietary M-series chips. The core idea was to provide a more affordable and more efficient alternative to traditional cloud platforms, which typically rely on Intel processors or GPU-heavy servers. Apple's M-series chips are renowned for their computing efficiency and AI inferencing capabilities, making them an attractive foundation for a new cloud service. The report said that Apple already utilises its M-series chips beyond its consumer devices like Macs and iPads. The company began testing these chips in data centers with the introduction of Private Cloud Compute (PCC), designed to handle complex AI queries when on-device processing isn't sufficient. Furthermore, key Apple services such as Siri , Photos, and Music have also gained access to M-series chips to enhance performance, particularly in areas like search, potentially laying the groundwork for a much-needed upgrade to Siri. Project ACDC is said to be envisioned as an Apple-centric initiative, with plans to offer the service to developers via its existing Developer Relations team. This would enable developers to design iOS and macOS apps directly on Apple's silicon, reducing their reliance on expensive third-party GPUs. Leadership departure leading to uncertain future The Information reports that the future of Project ACDC remains uncertain, especially after Michael Abbott, the executive who previously led the initiative, left Apple in 2023. While discussions reportedly continued into early 2024, no concrete plans for a public launch have materialised. AI Masterclass for Students. Upskill Young Ones Today!– Join Now
Mint
4 days ago
- Business
- Mint
UP eyes global investment: Yogi Adityanath govt plans roadshows in US, UK and Europe to lure firms away from China
The Uttar Pradesh government is set to hold roadshows and business roundtables across the United States, the United Kingdom, and Europe to woo investors. The primary objective is to attract companies seeking to diversify their supply chains away from China, according to PTI. The initiative of holding roadshows and business round-tables is a part of the 'Invest-UP' initiative, which aims to position the state as a robust and reliable alternative for international investors, a press statement said on Friday. The state government, led by Chief Minister Yogi Adityanath, is actively trying to promote its capabilities to offer a stable and attractive environment for businesses seeking to expand or relocate their manufacturing and operational bases beyond China, PTI reported. Meetings of investment talks are scheduled to be held in prominent global financial and business hubs, which includes New York, San Francisco, Los Angeles, London, Paris, Frankfurt, Milan, Amsterdam, and Birmingham. These events are being organised in collaboration with Indian embassies and industry bodies, the statement said. In the US, the Uttar Pradesh delegation plans to hold crucial dialogues with prominent technology companies such as Google, Amazon Web Services, Microsoft Azure and Oracle among others, it said. The outreach shows that the state intends to attract investments across a wide range of industries, including high-tech and digital services, the news agency reported. Chief Secretary Manoj Kumar Singh also emphasised that Uttar Pradesh's approach goes beyond inviting investments. 'It is not just inviting investment, but building sustainable, employment-driven value chains,' he said. He additionally highlighted the state's attractive policy framework, which includes 33-plus sector-specific policies, streamlined approval processes, and digital single-window system Nivesh Mitra, all designed to accelerate investor confidence and facilitate ease of doing business, the news agency reported.
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Business Standard
4 days ago
- Business
- Business Standard
UP govt to hold roadshows in US, UK and Europe to attract investments
The Uttar Pradesh government will hold roadshows and business round-tables across the US, UK, and Europe to attract companies seeking to diversify their supply chains away from China. As part of invest-UP initiative, these efforts are expected to position the state as a strong and reliable alternative for international investors, a press statement said on Friday. Meetings will be held in key global cities, including New York, San Francisco, Los Angeles, London, Paris, Frankfurt, Milan, Amsterdam, and Birmingham. These events are being organised in collaboration with Indian embassies and industry bodies, the statement said. In the US, dialogues will be held with companies such as Google, Amazon Web Services, Microsoft Azure, Oracle and others, it said. Chief Secretary Manoj Kumar Singh emphasised that UP is not just inviting investment, but building sustainable, employment-driven value chains. The state's 33-plus sector-specific policies, streamlined approvals, and digital single-window system Nivesh Mitra are accelerating investor confidence. (Only the headline and picture of this report may have been reworked by the Business Standard staff; the rest of the content is auto-generated from a syndicated feed.)
