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Information Efficient High-speed Signalling for Intelligent Computing

Information Efficient High-speed Signalling for Intelligent Computing
用于智能计算的信息高效高速信令
批准号:
RGPIN-2020-04314
负责人:
Hossain, Masum
金额:
$2.84万
依托单位:
依托单位国家:
加拿大
项目类别:
Discovery Grants Program - Individual
财政年份:
2020
资助国家:
加拿大
项目状态:
已结题
起止时间:
2020-01-01 至 2021-12-31

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中文摘要
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英文摘要
Let's face it our desire for perpetual connectivity to rest of the world is expensive. Unlike old days when we would be just happy to share a short conversation to our loved ones, these days we conduct business by sharing content including video, voice and files. Obviously, such large data is handled by data centers that transfers and process zettabytes of data every year. Last year, data centers consumed 416 Terawatts and future looks ominous. Obviously, it is alarming when we consider carbon footprint and cooling cost. Federal organizations are considering drastic measures discussion of internet taxing Hungary in 2014 indicates the gravity of the situation. Such measure may offset the cooling cost but would not address the environment impact. Therefore, there is no substitute to energy efficient interconnect technology that can transfer data consuming lot less electricity and also generates less heat. The proposed research will be exploring ways to enable that. First, we will make the links for intelligent' by allowing it to allocate resources according to the need. This requires rethinking the link design adoption of ADC (analog to digital converter) based digital parallel processing is necessary. Second, addressing channel impairments such as inter symbol interference (ISI) increases power consumption and complexity. We will constructively use the ISI that not only simplifies the equalization process, it also allows us to achieve lower BER. Third, we need to find an intelligent way to send the data bits. Traditionally, amplitude of a signal was used represents transmitted data. Obviously, sending multiple bits demands higher amplitude that is not affordable. Therefore, we need to explore other modulation techniques. Finally, links need to be intelligent to take advantage of the content' in the transmitted data. Overall, exploration of these ideas will continue speed and energy efficiency improvement in post Moore's law era to help design future data centers
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Information Efficient High-speed Signalling for Intelligent Computing
  • 批准号:
    RGPIN-2020-04314
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $2.84万
  • 财政年份:
    2022
  • 负责人:
    Hossain, Masum
  • 依托单位:
Information Efficient High-speed Signalling for Intelligent Computing
  • 批准号:
    RGPIN-2020-04314
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $2.84万
  • 财政年份:
    2021
  • 负责人:
    Hossain, Masum
  • 依托单位:
E-smart pipeline: defect prediction using microwave sensing and communication
  • 批准号:
    505356-2016
  • 项目类别:
    Collaborative Research and Development Grants
  • 资助金额:
    $6.92万
  • 财政年份:
    2019
  • 负责人:
    Hossain, Masum
  • 依托单位:
An energy efficient platform for mobile computing
  • 批准号:
    435727-2013
  • 项目类别:
    Discovery Grants Program - Individual
  • 资助金额:
    $2.11万
  • 财政年份:
    2019
  • 负责人:
    Hossain, Masum
  • 依托单位:
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