Artificial intelligence and machine learning have undergone incredible changes over the past decade or so. We’ve witnessed the rise of convolutional neural networks and recurrent neural networks. More recently, the rise of generative AI and transformers. At every step, accuracy has been improved as depicted in the graphic… Read More
Tag: edge computing
Edge Computing Paradigm
Edge computing is a model in which data, processing and applications are concentrated in devices at the network rather than existing almost entirely in the cloud.
Edge Computing is a paradigm that extends Cloud Computing and services to the of the network, similar to Cloud, Edge provides data, compute, storage, and application… Read More
Enhancing RISC-V Vector Extensions to Accelerate Performance on ML Workloads
During the week of April 19th, Linley Group held its Spring Processor Conference 2021. The Linley Group has a reputation for convening excellent conferences. And this year’s spring conference was no exception. There were a number of very informative talks from various companies updating the audience on the latest research and… Read More
Using eFPGA to Dynamically Adapt to Changing Workloads
In early April, Gabriele Saucier kicked off Design & Reuse’s IPSoC Silicon Valley 2021 Conference. IPSoC conference as the name suggests is dedicated to semiconductor intellectual property (IP) and IP-based electronic systems. There were a number of excellent presentations at the conference. The presentations had been… Read More
Synopsys is Enabling the Cloud Computing Revolution
In 2019 I was involved in a major project to move all our engineering and financial systems to the cloud. We succeeded in this endeavor, but it wasn’t easy. We faced a lot of infrastructure challenges during our journey. The freedom from facility management and capital budgeting offered by the cloud was significant, however. If … Read More
SoC FPGAs for IoT Edge Computing
One of the reasons for the explosive growth of IoT is that embedded devices with networking capabilities and sensor interfaces are cheap enough to deploy them at a plethora of locations.
However, network bandwidth is limited. Not only that, but also, the latency of the network can be of seconds or minutes. By the time the sensor data… Read More
IoT Tutorial: Chapter 6 – IoT at the Edge
IoT and the Edge Computing Paradigm – Why Edge Computing? In previous chapters we illustrated how cloud computing enables nowadays IoT applications to benefit from its capacity, scalability, elasticity and pay-as-you-go nature. During recent years a number of IoT/cloud deployments have demonstrated the merits of integrating… Read More