category: IoT and Security

category: Auto, Security & Edge AI

Joint Optimization Of Hardware And Compiler
By Synopsys - 01 May, 2019 - Comments: 0

ASPLOS is the premier forum for multidisciplinary systems research spanning computer architecture and hardware, programming languages and compilers, operating systems and networking. This presentation proposes a novel approach for joint optimization of algorithms/compilers and hardware architecture. The top-down/integrated approach that leverages the latest machine learning framework/compile... » read more

Secure Data Center Traffic
By Marvell - 01 May, 2019 - Comments: 0

With the increasing data security breaches, encrypting and protecting data-in-flight and data-at-rest in data centers has gained the highest priority for data center security. To address the challenges of securing the perimeter and within the data center from unlawful intercepts, protect data integrity and confidentiality, Cloud Data Centers are increasingly encrypting data within and across da... » read more

Complexity’s Impact On Security
By Ed Sperling - 01 May, 2019 - Comments: 0

Ben Levine, senior director of product management for Rambus’ Security Division, explains why security now depends on the growing number of components and the impact of interactions between those components. This is particularly problematic with AI chips, both on the training and inferencing side, where security problems on the training side can alter models for AI inferencing. » read more

(R)evolution of the 56th Design Automation Conference Technical Program
By Harry Foster - 01 May, 2019 - Comments: 0

The Design Automation Conference (DAC), which was founded in 1964, is the longest running and largest conference focused on the design and automation of electronic circuits and systems. And 2019 was a record year in terms of research paper submissions and accepted papers. In fact, this year DAC experienced an impressive 18 percent increase in submissions, as shown in Figure 1. Figure 1: DA... » read more

Uhnder: Digital Radar Chips
By Ed Sperling - 29 Apr, 2019 - Comments: 0

Radar used to be slow, clunky, and expensive. That's changing quickly as tech companies begin bringing single-chip or single-package solutions to market, setting the stage for a price/performance battle in markets ranging from automotive to robotics. Uhnder, an Austin, Texas-based startup, is the first to roll out a single-chip radar solution that it claims is roughly 100X less expensive tha... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 26 Apr, 2019 - Comments: 0

Internet of Things Wing received an Air Carrier Certification from the Federal Aviation Administration to begin making commercial deliveries with drones. The Alphabet unit is cleared to deliver packages in southwestern Virginia. Wing has had a pilot program going in the vicinity of Canberra, Australia, and was recently permitted to make commercial deliveries with unmanned aerial vehicles in th... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 19 Apr, 2019 - Comments: 0

Internet of Things Combining artificial intelligence with unmanned aerial vehicles could provide a quicker and safer alternative to inspecting roadways for cracks, potholes, and other damage, according to a paper posted on arvix.org. “[M]anual visual inspection [is] not only tedious, time-consuming, and costly, but also dangerous for the personnel. Furthermore, the detection results are alwa... » read more

Multi-Layer Processing Boosts Inference Throughput/Watt
By Geoff Tate - 15 Apr, 2019 - Comments: 0

The focus in discussion of inference throughput is often on the computations required. For example, YOLOv3, a power real time object detection and recognition model, requires 227 BILLION MACs (multiply-accumulates) to process a single 2 Mega Pixel image! This is with the Winograd Transformation; it’s more than 300 Billion without it. And there is a lot of discussion of the large size ... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 12 Apr, 2019 - Comments: 0

Internet of Things Smart-building technology is a factor in marketing new facilities to prospective tenants. The new Cambridge Crossing development in Cambridge, Mass., aspires to attract tech-oriented tenants much like nearby Kendall Square, this analysis notes. Philips has agreed to lease seven floors in Cambridge Crossing’s first office building, making that location its North American he... » read more

Week in Review: IoT, Security, Auto
By Jeff Dorsch - 05 Apr, 2019 - Comments: 0

Internet of Things Microsoft has new services and capabilities for Azure-connected Internet of Things devices. There’s a new IoT security tool called Azure Security Center for IoT, which ties in with other tools within Azure IoT Hub. Azure Security Center for IoT uses Azure Security Center, Microsoft’s threat intelligence offering. The new IoT security tool also hooks into Azure Sentinel, ... » read more

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