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SMARTER: Parsec - Security at the Edge
Samuel B
As more data is collected and computed, the security concerns surrounding privacy increase. Applications are pushed from the cloud, out to the edge, increasing the attack surface exposed to the Internet…
September 14, 2020
Fused: Closed-loop Performance and Energy Simulation of Embedded Systems
Sivert Sliper
New IoT applications to bridge the cyber and physical world are driving a need for smaller and lower-cost devices. Arm Research proposes Fused, targeting energy-driven embedded systems.
September 10, 2020
Reducing the Cost of Neural Network Inference with Residue Number Systems
Matthew Mattina
The size and computational complexity of neural network models continues to grow exponentially. However, the increase in computational requirements presents a major challenge to their adoption. Could Residue…
August 21, 2020
Full Program Now Available for the Virtual Arm Research Summit 2020
Rhiannon Burleigh
Explore the full program for the virtual Arm Research Summit 2020, and join delegates from across the globe September 9-11 to discuss the global technology challenges we face.
August 19, 2020
Why Study Consistency Models in Distributed Storage Systems?
ShaleXiong
Operational semantics are a precise, mathematical description of how a storage system should behave, and parametric in the choice of the consistency model.
August 17, 2020
Virtual Conferencing and Bending the Climate Curve: SEMICON West 2020
Rob Aitken
Rob Aitken joined a panel at SEMICON West, 'Bending the Climate Curve: Enabling Sustainable Growth of Big Data, AI, and Cloud Computing', addressing two specific climate challenges.
August 12, 2020
M0N0: An Arm Research platform for N-ZERO sensors
Pranay Prabhat
Changing the batteries: A routine task just about manageable if it is needed once a month on household devices. But what if your devices are deployed in their thousands in remote, inaccessible locations…
August 10, 2020
Training DNN IoT Applications for Deployment on Analog NVM Crossbars
Fernando García Redondo
At the heart of computing at the edge, we find efficient low-power signal processors and ML accelerators. However, limits on compute and memory resources restrict the size and the complexity of the ML…
August 3, 2020
Meet the Keynote Speakers of the Virtual Arm Research Summit 2020
Rhiannon Burleigh
Read this blog and meet the keynote speakers of the virtual Arm Research Summit.
July 27, 2020
Design and Manufacturing in 2030
Greg Yeric
Presenting his SkyTalk at DAC 2020, Greg Yeric discusses his predictions for design and manufacturing in 2030.
July 22, 2020
Adapting Models to the Real World: On-Device Training for Edge Model Adaptation
Mark O'Connor
Neural networks are becoming widely used in computer interaction, but in real-world scenarios we see errors. We’ve recently completed research into edge distillation to solve this problem.
July 15, 2020
It is time for natively flexible processors
Emre Ozer
The story behind our flexible processors paper started with how to make billions of everyday things smart.
July 13, 2020
Registration is now open for the virtual Arm Research Summit 2020
Rhiannon Burleigh
Registration is now open for the virtual Arm Research Summit 2020. This year we are discussing global technology challenges. Join us for free, September 9-11.
July 9, 2020
Scalable Hyperparameter Tuning for AutoML
Mohit Aggarwal
Mango is an open source Python library for hyperparameter optimization, built for AutoML systems. Developed by Arm Research, Mango presents many useful features.
July 7, 2020
Arm Academic Access now available
Khaled Benkrid
Researchers can now get free access to Arm IP and tools for academic research use more easily than ever before, with the launch of Arm Academic Access.
July 1, 2020
Celebrating International Women in Engineering Day
Rhiannon Burleigh
Celebrating International Women in Engineering Day, we take a look back at some of our favourite and inspirational talks from women engineers.
June 23, 2020
Running Trusted Firmware-A on gem5
Adrian Herrera
Arm has prioritised security, introducing TrustZone. A key component of TrustZone is the Secure Monitor, providing context switching between REE and TEE.
June 18, 2020
Relaxed Persist Ordering Using Strand Persistency
William Wang
Memory consistency models define the ordering of loads and stores to non-overlapping addresses. We explore the more relaxed memory consistency models, and the ordering of persists.
June 2, 2020
University of Southampton - An Arm Research Centre of Excellence
Rhiannon Burleigh
Arm Research Collaboration's Centres of Excellence represent our collaborative links with academia, supporting cutting-edge research. The University of Southampton is one of these Centres where we part…
May 26, 2020
SMARTER: FaaS Runtimes on Edge Devices
Luis E. Peña
As cloud computing has become more pervasive, services providing new run-time options and programming models have emerged. The final part of the SMARTER series explore EdgeFaaS, with features including…
May 20, 2020
Easy access to Cortex-A5 for academic researchers now available
Charlotte Christopherson
Academic researchers can now get free access to Arm Cortex-A5 for academic use, including full subsystem RTL to open up new research opportunities.
May 13, 2020
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