SARA: Scaling a Reconfigurable Dataflow Accelerator


Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun (Stanford) Abstract—"The need for speed in modern data-intensive workloads and the rise of “dark silicon” in the semiconductor industry are pushing for larger, faster, and more energy and areaefficient architectures, such as Reconfigurable Dataflow Accelerators (RDAs). Nevertheless, challenges remain in d... » read more

Week in Review: IoT, Security, Auto


Internet of Things Yingzi Technology of Guangzhou, China, has developed a “future pig farm” to demonstrate what technology can do to make keeping pigs more profitable in a country that is trying to reduce the number of small farms raising pigs and consolidate them into larger operations. China is also contending with an outbreak of African swine fever that has spread out of the country thr... » read more

The Week In Review: Manufacturing


Jimmy Kimmel, comedian and late night host of Jimmy Kimmel Live, replaces Lily Collins (Mirror, Mirror) as McAfee’s most dangerous celebrity to search for online. Cybercriminals are looking for ways to take advantage of consumer interest around popular cultural events. These criminals capitalize on the public’s fascination with celebrities to lure them to sites laden with malware, which ena... » read more

The Week In Review: Manufacturing & Design


Gartner says the natural life cycle of a technology-driven company is less than 10 years. “To compete in this environment, business leaders must destroy and rebuild the very businesses they helped create,” said Steve Prentice, vice president and Gartner Fellow. He cited examples of IBM Personal Systems Group, Nokia, MySpace, Kodak, Borders, HMV and other companies that have struggled or eve... » read more