Abstract: Information Google Edge TPU chip out of the sky! Google today announced the launch of its Edge TPU for Edge computing, complementing the Cloud TPU, which is currently only for inference and is designed to run TensorFlow Lite ML models on the Edge.

information

  • Google Edge TPU chip comes out of the blue! Google today announced the launch of its Edge TPU for Edge computing, complementing the Cloud TPU, which is currently only for inference and is designed to run TensorFlow Lite ML models on the Edge. The Edge TPU will also be available for use by other vendors, further locking developers into the Google ecosystem or making a huge impact on the entire smart cloud computing market!
  • To date, human civilization has undergone three extremely important revolutions: the first was the invention of the steam engine; The second is the widespread use of electricity; The third was the invention of computers and the Internet. These three revolutions all promoted the development of human society and promoted the progress of society. The third revolution, in particular, made the whole world connected, and what was far away was no longer so far away.
  • In our country for the first time in large data safety regulation “economic information daily reporter learned that, our country is carrying out the national large network security law enforcement inspection operation, for the first time to carry out the regulation work for big data security, including big data acquisition, transmission, storage, application, destroy the whole life cycle, such as regulation, security and protection.

technology

  • At present, the popularity of streaming data platforms is soaring. To address the growing need for real-time data processing, some companies are converting parts of their big data infrastructure to a streaming processing model. Streaming data based infrastructure not only better addresses delay-sensitive data processing business needs, but also provides more in-depth business insights; In addition, streaming data processing platform makes traditional data warehouse construction more simple and flexible.
  • Existing distributed training methods such as synchronous SGD will become obsolete, Deep learning leader Yoshua Bengio published a paper titled “Computing Hardware for Emerging Intelligent” at the University of Toronto’s Bahen Center Sensory Applications (Computing Hardware for Emerging Intelligent Sensory Applications), part of NSERC’s strategic Network, focuses on closing the gap between deep learning methods and their practical Applications
  • ELK based big data platform practice sharing data collection is mainly divided into network class and log class. In off-line deployment, a small box is deployed at different points in the equipment room, including egress and entrance. The main logging classes include Nagios (FileBeat) and Zabbix (mysqlexporter).
  • Abstract: This paper is a review of database query optimizer, including query optimizer classification, query optimizer execution process and CBO framework Calcite.