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  • Celebrating International Women Engineering Day

    Rhiannon Burleigh
    Rhiannon Burleigh

    Today is International Women in Engineering Day, where people across the globe celebrate the outstanding work achieved by women engineers, and encouraging more women to consider STEM professions. Over the years, we have seen a number of inspirational…

    • 21 hours ago
    • Arm Research
    • Research Articles
  • Running Trusted Firmware-A on gem5

    Adrian Herrera
    Adrian Herrera

    Security is increasingly becoming more relevant, as the vulnerability surface grows along with the number of connected devices. Arm has prioritized security for many years, introducing TrustZone® as a security hardware architecture in 2003. One key TrustZone feature…

    • 5 days ago
    • Arm Research
    • Research Articles
  • Relaxed Persist Ordering Using Strand Persistency

    William Wang
    William Wang

    As the lockdown measures get relaxed gradually in many parts of the world, it is clear that stricter lockdown rules can help governments manage the pandemic but can also hurt the economy. Likewise, stricter ordering rules for memory operations help simplify programming…

    • 21 days ago
    • Arm Research
    • Research Articles
  • University of Southampton - An Arm Research Centre of Excellence

    Rhiannon Burleigh
    Rhiannon Burleigh

    Arm supports academic research and recognises the importance of maintaining strong links between academia and industry for continued research innovation. As part of this mission, Arm Research Collaborations have established seven Centres of Excellence …

    • 28 days ago
    • Arm Research
    • Research Articles
  • SMARTER: A Smarter-Device-Manager for Kubernetes on the Edge

    Alexandre Peixoto Ferreira
    Alexandre Peixoto Ferreira

    The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the Internet are creating massive opportunities to instrument our cities, factories, farms, and environment to improve efficiency, safety…

    • 1 month ago
    • Arm Research
    • Research Articles
  • SMARTER: Debugging a Remote Edge Device

    Edmund Grimley Evans
    Edmund Grimley Evans

    The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the Internet are creating massive opportunities to instrument our cities, factories, farms, and environment to improve efficiency, safety…

    • 1 month ago
    • Arm Research
    • Research Articles
  • Even Faster Convolutions: Winograd Convolutions meet Integer Quantization and Architecture Search

    Javier Fernandez-Marques
    Javier Fernandez-Marques

    Javier Fernandez-Marques recently completed his internship with us at Arm ML Research Lab, working with the Machine Learning team in Cambridge UK, and in Boston, US. During his four months, Javier’s research focused on Winograd convolutions, the very…

    • 1 month ago
    • Arm Research
    • Research Articles
  • SMARTER: FaaS Runtimes on Edge Devices

    Luis E. Peña
    Luis E. Peña

    The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the Internet are creating massive opportunities to instrument our cities, factories, farms, and environment to improve efficiency, safety, and…

    • 1 month ago
    • Arm Research
    • Research Articles
  • SCALE-Sim: A cycle-accurate NPU simulator for your research experiments

    Paul Whatmough
    Paul Whatmough

    Architectural Simulators

    Architecture simulators of various kinds are a key tool in the computer architecture toolbox. They provide a convenient model of real hardware, such as a CPU or even a whole System on Chip (SoC), at a level of abstraction that…

    • 2 months ago
    • Arm Research
    • Research Articles
  • SMARTER: An Approach to Edge Compute Observability and Performance Monitoring

    Josh Minor
    Josh Minor

    The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the Internet are creating massive opportunities to instrument our cities, factories, farms, and environment to improve efficiency, safety, and…

    • 2 months ago
    • Arm Research
    • Research Articles
  • Arm Researcher wins IEEE ComSoc Award in Parliament | STEM for Britain 2020

    Ben Fletcher
    Ben Fletcher

    Held during British Science Week (6-15 March), STEM for Britain is an annual poster competition for early-career researchers in science, technology, engineering, and maths. This year, the contest attracted over 400 high-quality entries from dozens of universities…

    • 2 months ago
    • Arm Research
    • Research Articles
  • SMARTER: A smarter-cni for Kubernetes on the Edge

    Chris Adeniyi-Jones
    Chris Adeniyi-Jones

    The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the internet are creating massive opportunities to instrument our cities, factories, farms, and environment to improve efficiency, safety, and…

    • 2 months ago
    • Arm Research
    • Research Articles
  • Easy access to Cortex-A5 for academic researchers now available

    Charlotte Christopherson
    Charlotte Christopherson

    Academic researchers have long enjoyed free access to Arm Cortex-M0 and Cortex-M3, including full RTL for the CPUs and their subsystems. Using industry-leading Arm IP and widely implemented systems means that researchers can spend less time on designing…

    • 1 month ago
    • Arm Research
    • Research Articles
  • Can we Bury our Scaling Problems with Buried Power Rails and Back-side Power Delivery?

    Divya Prasad
    Divya Prasad

    In the current technology scaling paradigm, where Dennard scaling is dead and Moore’s Law is on life support, semiconductor device physics and conductor parasitics are fundamentally limiting microprocessor performance beyond the 5nm process node.…

    • 3 months ago
    • Arm Research
    • Research Articles
  • Arm Research Summit 2020: Call for Submissions Now Open

    Rhiannon Burleigh
    Rhiannon Burleigh

    The Arm Research Summit 2020 is tackling challenges and identifying opportunities in how technology can address ever-more complex global challenges facing our industry. With a broad focus across improving sustainability, security and society, delegates…

    • 3 months ago
    • Arm Research
    • Research Articles
  • TinyML Applications Require New Network Architectures

    Urmish Thakker
    Urmish Thakker

    Why TinyML?

    Researchers have studied neural network compression for quite some time. However, the need for always-on compute has led to a recent trend towards executing these applications on even smaller IoT devices. These devices can have total system…

    • 4 months ago
    • Arm Research
    • Research Articles
  • Arm-University of Bristol Centre of Excellence

    Rhiannon Burleigh
    Rhiannon Burleigh

    Following many years of collaboration on a range of research projects, Arm Research and the University of Bristol formalised this close relationship with the establishment of an Arm Centre of Excellence last year. Six months in, the Centre of Excellence…

    • 4 months ago
    • Arm Research
    • Research Articles
  • Arm Research Summit: Five Years of Innovation and Collaboration

    Rhiannon Burleigh
    Rhiannon Burleigh

    The Arm Research Summit originated in 2016, Cambridge, UK, engaging 216 delegates from 82 different organizations across academia and industry. The latest Summit saw that 374 delegates enjoy the first ever US-based Summit in Austin, TX, reflecting a 209…

    • 5 months ago
    • Arm Research
    • Research Articles
  • A Year of Discovery: Arm Research 2019

    Rhiannon Burleigh
    Rhiannon Burleigh

    2019 was yet another year of incredible technology discovery. From healthcare, to food, to artificial intelligence1, exciting and inspiring advancements have been made across the research community, and Arm Research is no exception. Our teams have shared their…

    • 5 months ago
    • Arm Research
    • Research Articles
  • Research Enablement: Helping you achieve your research goals

    Plout Galatsopoulos
    Plout Galatsopoulos

    At the Arm Research Summit, the Arm Research Enablement team announced some exciting new initiatives. These were among our updated roadmap of technical offerings and user experience improvements. There was focus on the needs of the academic research community…

    • 6 months ago
    • Arm Research
    • Research Articles
  • Arm Research Summit 2020 | Global Technology Challenges

    Rhiannon Burleigh
    Rhiannon Burleigh

    The annual Arm Research Summit fuels collaboration, research, and innovation in all areas of technology, with delegates from a range of research, academic and industrial backgrounds. After three years in the UK, the 2019 Summit took place in Austin, TX…

    • 6 months ago
    • Arm Research
    • Research Articles
  • Sparse Architecture Search (SpArSe): Democratizing and Enabling TinyML on Arm M-class

    Igor Fedorov
    Igor Fedorov

    Microcontrollers (MCUs) are truly the ubiquitous computer of our time. They are tiny, cheap, and low power. They can often be powered indefinitely using a solar cell. They are in your watch, your fridge, and your car contains about 30 of them. The average…

    • 6 months ago
    • Arm Research
    • Research Articles
  • A Low-power Timer Enabling Timed Shutdown of Arm-based Microcontrollers for IoT Applications

    Philex Fan
    Philex Fan

    The small form factor of IoT sensor nodes places severe energy constraints on computing platforms. To save energy, duty-cycling helps reduce the power of the sensor node, but this needs an ultra-low-power timer for reliable timed shutdown and wake up. Crystal…

    • 6 months ago
    • Arm Research
    • Research Articles
  • Skipping RNN State-updates Without Retraining the Original Model

    Urmish Thakker
    Urmish Thakker

    Recurrent Neural Networks (RNNs) are an important class of algorithms. They are used in tasks where the strict order of the input conveys certain information, for example, natural language processing (NLP) and time-series based data. Increasingly, these…

    • 6 months ago
    • Arm Research
    • Research Articles
  • Collaboration Case Study: Machine Learning Hardware with Harvard University

    Paul Whatmough
    Paul Whatmough

    Partnerships are important to us at Arm. We are an ecosystem company, which means that we strive to work together with partner companies for mutual success. This philosophy extends to Arm Research, where partnerships allow us to extend our reach further…

    • 7 months ago
    • Arm Research
    • Research Articles
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