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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
Read this blog and meet the keynote speakers of the virtual Arm Research Summit.
July 27, 2020
Design and Manufacturing in 2030
Presenting his SkyTalk at DAC 2020, Greg Yeric discusses his predictions for design and manufacturing in 2030.
July 22, 2020
Arm Research Selected for DARPA Secure Silicon Program
In this blog, read about how Arm Research is working with the U.S. Defense Advanced Research Projects Agency (DARPA) on the Automatic Implementation of Secure Silicon (AISS) program.
July 20, 2020
Adapting Models to the Real World: On-Device Training for Edge Model Adaptation
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
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
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
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 Flexible Access for Research now available
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 Flexible Access for Research.
July 1, 2020
Celebrating International Women in Engineering Day
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
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
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
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
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
SMARTER: Debugging a Remote Edge Device
Edmund Grimley Evans
Part four of the SMARTER series, edge devices are typically behind firewalls, making it impossible to connect to them with SSH. Deploying an application to a remote edge device may show problems once the…
May 11, 2020
SMARTER: A Smarter-Device-Manager for Kubernetes on the Edge
Alexandre Peixoto Ferreira
Part three of the SMARTER blog, smarter-device-manager enables containers deployed using Kubernetes to access devices available on the node. A capability essential for IoT applications running at the edge…
May 5, 2020
Even Faster Convolutions: Winograd Convolutions meet Integer Quantization and Architecture Search
The design of deep learning (DL) neural network (NN) models targeting mobile devices has advanced rapidly over the last couple of years. Important computer vision tasks have led a community-wide transition…
April 29, 2020
SCALE-Sim: A cycle-accurate NPU simulator for your research experiments
Architecture simulators are a key tool in the computer architecture toolbox. They provide a convenient model of real hardware at a level of abstraction that makes them faster and more flexible than low…
April 21, 2020
SMARTER: An Approach to Edge Compute Observability and Performance Monitoring
Part two of the SMARTER blog series, decentralizing applications from data centers to machines closer to where valuable data is collected has become an catalyst for rethinking the way we manage application…
April 16, 2020
SMARTER: A smarter-cni for Kubernetes on the Edge
The decreasing cost and power consumption of intelligent, interconnected, and interactive devices at the edge of the internet are creating opportunities to instrument our cities, factories, farms and environment…
April 9, 2020