Computer &amp; Electrical Engineering / en 老司机直播 engineering students encouraged to consider sustainability when designing future AI systems /news/u-t-engineering-students-encouraged-consider-sustainability-when-designing-future-ai-systems <span class="field field--name-title field--type-string field--label-hidden">老司机直播 engineering students encouraged to consider sustainability when designing future AI systems </span> <div class="field field--name-field-featured-picture field--type-image field--label-hidden field__item"> <img loading="eager" srcset="/sites/default/files/styles/news_banner_370/public/2024-09/Arno_Natalie.jpg?h=b457c89e&amp;itok=tOaQ3N7W 370w, /sites/default/files/styles/news_banner_740/public/2024-09/Arno_Natalie.jpg?h=b457c89e&amp;itok=_0y-_8Aw 740w, /sites/default/files/styles/news_banner_1110/public/2024-09/Arno_Natalie.jpg?h=b457c89e&amp;itok=cDlDxzFH 1110w" sizes="(min-width:1200px) 1110px, (max-width: 1199px) 80vw, (max-width: 767px) 90vw, (max-width: 575px) 95vw" width="740" height="494" src="/sites/default/files/styles/news_banner_370/public/2024-09/Arno_Natalie.jpg?h=b457c89e&amp;itok=tOaQ3N7W" alt="&quot;&quot;"> </div> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>Christopher.Sorensen</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2024-09-16T11:10:13-04:00" title="Monday, September 16, 2024 - 11:10" class="datetime">Mon, 09/16/2024 - 11:10</time> </span> <div class="clearfix text-formatted field field--name-field-cutline-long field--type-text-long field--label-above"> <div class="field__label">Cutline</div> <div class="field__item"><p><em>Professors Hans-Arno Jacobsen, left, and Natalie Enright Jerger of the Faculty of Applied Science &amp; Engineering are part of a team that is training computer system designers to integrate sustainability practices into the development of AI and machine learning systems (photo by Jenny Lee)</em></p> </div> </div> <div class="field field--name-field-author-reporters field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/news/authors-reporters/matthew-tierney" hreflang="en">Matthew Tierney</a></div> </div> <div class="field field--name-field-topic field--type-entity-reference field--label-above"> <div class="field__label">Topic</div> <div class="field__item"><a href="/news/topics/our-community" hreflang="en">Our Community</a></div> </div> <div class="field field--name-field-story-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/news/tags/computer-electrical-engineering" hreflang="en">Computer &amp; Electrical Engineering</a></div> <div class="field__item"><a href="/news/tags/faculty-applied-science-engineering" hreflang="en">Faculty of Applied Science &amp; Engineering</a></div> <div class="field__item"><a href="/news/tags/nserc" hreflang="en">NSERC</a></div> <div class="field__item"><a href="/news/tags/sustainability" hreflang="en">Sustainability</a></div> </div> <div class="field field--name-field-subheadline field--type-string-long field--label-above"> <div class="field__label">Subheadline</div> <div class="field__item">The Sustainable Data Systems for Data Science initiative aims to align Canada鈥檚 tech investments with its vision for a carbon-neutral future<br> </div> </div> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>The growing global adoption of artificial intelligence technologies, including machine learning, has created a new sustainability challenge: AI systems are energy-intensive 鈥 and the more sophisticated they become, the more resources they require.</p> <p>To help address the issue, a team of experts including the University of Toronto鈥檚 <strong>Hans-Arno Jacobsen</strong> and <strong>Natalie Enright Jerger</strong>&nbsp;鈥 both professors in the Edward S. Rogers Sr. department of electrical and computer engineering at the Faculty of Applied Science &amp; Engineering 鈥 are launching an initiative that aims to align Canada鈥檚 tech investments with its vision for a sustainable, carbon-neutral future.</p> <p>The Sustainable Data Systems for Data Science (SDSDS) project aims to train a new generation of computer and data scientists who can combine comprehensive technical skills with sustainability awareness. The project recently received a $1.6-million Collaborative Research and Training Experience (CREATE) grant from the Natural Science and Engineering Research Council of Canada (NSERC).</p> <p>鈥淎 majority of students are unaware of how sustainability informs responsible development of platforms and systems because, frankly, there just aren鈥檛 many courses or learning paths available to them in this area,鈥 says Enright Jerger, who holds the Canada Research Chair in Computer Architecture and is director of the division of engineering science.</p> <p>鈥淎nother crucial component of this project is to equip our students with knowledge transfer strategies so they can seed these ideas in the workforce. Today鈥檚 trainees becoming tomorrow鈥檚 trainers.鈥</p> <p>The SDSDS team propose training future computer systems designers to adopt a green approach when developing data analytics platforms and systems. The approach would apply to all aspects of the life cycle of development and deployment 鈥 such as hardware infrastructure, software systems and application domains.</p> <p>To advance knowledge and dialogue on the issue, SDSDS will look to hold cross-university seminars on sustainability challenges and will offer courses on sustainable data science, along with summer school programs focused on energy-efficient software and hardware platforms.</p> <p>The researchers also aim to connect students with industry via internships and applied research projects, enabling them to gain exposure to current challenges and facilitate cross-pollination of knowledge between industry and academia.</p> <p>鈥淭he awareness about AI鈥檚 environmental impact is growing, but there is an expertise gap on how to address this very real problem 鈥 not just after the fact, but at inception. SDSDS aims to bridge this gap and prepare for the future resource demands of AI-driven industries,鈥 says <strong>Bettina Kemme</strong>, professor of computer science at McGill University and team lead at SDSDS, which also includes <strong>Semih Saliho臒lu</strong> of the University of Waterloo, <strong>Oana Balmau</strong> of McGill University and <strong>Essam Mansour</strong> of Concordia University.</p> <p>鈥淭he potential of AI and machine learning systems are seemingly limitless,鈥 says Jacobsen, who is the Jeffrey Skoll Chair in Computer Networks and Innovation.&nbsp;鈥淵et the true genius lies in building machine learning systems founded on sustainability principles. That鈥檚 real innovation.鈥</p> </div> <div class="field field--name-field-news-home-page-banner field--type-boolean field--label-above"> <div class="field__label">News home page banner</div> <div class="field__item">Off</div> </div> Mon, 16 Sep 2024 15:10:13 +0000 Christopher.Sorensen 309383 at How 老司机直播 startup Shield Crypto Systems helps keep valuable data safe /news/how-u-t-startup-shield-crypto-systems-helps-keep-valuable-data-safe <span class="field field--name-title field--type-string field--label-hidden">How 老司机直播 startup Shield Crypto Systems helps keep valuable data safe</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>geoff.vendeville</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2020-03-09T17:30:26-04:00" title="Monday, March 9, 2020 - 17:30" class="datetime">Mon, 03/09/2020 - 17:30</time> </span> <div class="field field--name-field-youtube field--type-youtube field--label-hidden field__item"><figure class="youtube-container"> <iframe src="https://www.youtube.com/embed/ro2v2TfJFKI?wmode=opaque" width="450" height="315" id="youtube-field-player" class="youtube-field-player" title="Embedded video for How 老司机直播 startup Shield Crypto Systems helps keep valuable data safe" aria-label="Embedded video for How 老司机直播 startup Shield Crypto Systems helps keep valuable data safe: https://www.youtube.com/embed/ro2v2TfJFKI?wmode=opaque" frameborder="0" allowfullscreen></iframe> </figure> </div> <div class="field field--name-field-topic field--type-entity-reference field--label-above"> <div class="field__label">Topic</div> <div class="field__item"><a href="/news/topics/breaking-research" hreflang="en">Breaking Research</a></div> </div> <div class="field field--name-field-story-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/news/tags/computer-electrical-engineering" hreflang="en">Computer &amp; Electrical Engineering</a></div> <div class="field__item"><a href="/news/tags/department-computer-science-innovation-lab" hreflang="en">Department of Computer Science Innovation Lab</a></div> <div class="field__item"><a href="/news/tags/entrepreneurship" hreflang="en">Entrepreneurship</a></div> <div class="field__item"><a href="/news/tags/faculty-applied-science-engineering" hreflang="en">Faculty of Applied Science &amp; Engineering</a></div> <div class="field__item"><a href="/news/tags/innovation-entrepreneurship" hreflang="en">Innovation &amp; Entrepreneurship</a></div> <div class="field__item"><a href="/news/tags/startups" hreflang="en">Startups</a></div> <div class="field__item"><a href="/news/tags/thisistheplace" hreflang="en">ThisIsThePlace</a></div> </div> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>&nbsp;</p> <p>Data breaches not only endanger people鈥檚 privacy and financial information, they can cost companies millions and inflict untold reputational damage.</p> <p>As a PhD student at the University of Toronto,<strong> Alhassan Khedr</strong> worked on a technology known as 鈥渇ully homorphic encryption鈥 that can be used to better protect valuable encrypted information.&nbsp;</p> <p>鈥淲ith homorphic encryption, you keep your data encrypted and safe,鈥 Khedr says. 鈥淗owever, you can still do some meaningful and very useful manipulations on it without exposing it at any time.鈥</p> <p>With Professor <strong>Glenn Gulak </strong>in 老司机直播鈥檚 Faculty of Applied Science &amp; Engineering 鈥 and the support 老司机直播鈥檚&nbsp;Department of Computer Science Innovation Lab (DCSIL)&nbsp;accelerator&nbsp;鈥 Khedr launched Shield Crypto Systems, which helps banks and other financial institutions guard their data throughout its life cycle.</p> <p>DCSIL helped Khedr and Gulak translate their research into a proof of concept with the Royal Bank of Canada.</p> <p>鈥淲ithout 老司机直播鈥檚 support, we wouldn鈥檛 be where we are today,鈥 Khedr says.&nbsp;</p> <h3><a href="/entrepreneurs?utm_source=UofTHome&amp;utm_medium=WebsiteBanner&amp;utm_content=EntrepreneurshipWeek2020">Read more about entrepreneurship at 老司机直播</a></h3> </div> <div class="field field--name-field-news-home-page-banner field--type-boolean field--label-above"> <div class="field__label">News home page banner</div> <div class="field__item">Off</div> </div> Mon, 09 Mar 2020 21:30:26 +0000 geoff.vendeville 163368 at Out of thin air: 老司机直播 researchers shorten path to capturing and recycling CO2 with new process /news/out-thin-air-u-t-researchers-shorten-path-capturing-and-recycling-co2-new-process <span class="field field--name-title field--type-string field--label-hidden">Out of thin air: 老司机直播 researchers shorten path to capturing and recycling CO2 with new process</span> <div class="field field--name-field-featured-picture field--type-image field--label-hidden field__item"> <img loading="eager" srcset="/sites/default/files/styles/news_banner_370/public/Geonhui-Lee-weblead.jpg?h=afdc3185&amp;itok=iGawTIRp 370w, /sites/default/files/styles/news_banner_740/public/Geonhui-Lee-weblead.jpg?h=afdc3185&amp;itok=G7Gqhvkz 740w, /sites/default/files/styles/news_banner_1110/public/Geonhui-Lee-weblead.jpg?h=afdc3185&amp;itok=B1GStnQA 1110w" sizes="(min-width:1200px) 1110px, (max-width: 1199px) 80vw, (max-width: 767px) 90vw, (max-width: 575px) 95vw" width="740" height="494" src="/sites/default/files/styles/news_banner_370/public/Geonhui-Lee-weblead.jpg?h=afdc3185&amp;itok=iGawTIRp" alt="Photo of researcher Geonhui Lee in the lab"> </div> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>Christopher.Sorensen</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2019-05-29T19:01:45-04:00" title="Wednesday, May 29, 2019 - 19:01" class="datetime">Wed, 05/29/2019 - 19:01</time> </span> <div class="clearfix text-formatted field field--name-field-cutline-long field--type-text-long field--label-above"> <div class="field__label">Cutline</div> <div class="field__item">Geonhui Lee operates an electrolyzer capable of transforming dissolved carbonate into CO2 and then into syngas. The device offers a shorter path for converting atmospheric carbon into commercially valuable products (Photo by Marit Mitchell)</div> </div> <div class="field field--name-field-author-reporters field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/news/authors-reporters/tyler-irving" hreflang="en">Tyler Irving</a></div> </div> <div class="field field--name-field-topic field--type-entity-reference field--label-above"> <div class="field__label">Topic</div> <div class="field__item"><a href="/news/topics/breaking-research" hreflang="en">Breaking Research</a></div> </div> <div class="field field--name-field-story-tags field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/news/tags/computer-electrical-engineering" hreflang="en">Computer &amp; Electrical Engineering</a></div> <div class="field__item"><a href="/news/tags/faculty-applied-science-engineering" hreflang="en">Faculty of Applied Science &amp; Engineering</a></div> <div class="field__item"><a href="/news/tags/graduate-students" hreflang="en">Graduate Students</a></div> <div class="field__item"><a href="/news/tags/research-innovation" hreflang="en">Research &amp; Innovation</a></div> <div class="field__item"><a href="/news/tags/sustainability" hreflang="en">Sustainability</a></div> </div> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>A research team from the University of Toronto has developed a new electrochemical path to transform CO<sub>2</sub> into valuable products such as jet fuel or plastics. The technology could significantly improve the economics of capturing and recycling carbon directly from the air.</p> <p>鈥淭oday, it is technically possible to capture CO<sub>2</sub> from air and, through a number of steps, convert it to commercial products,鈥 says <a href="https://www.provost.utoronto.ca/awards-funding/university-professors/">University Professor</a> <strong>Ted Sargent</strong>, in the Edward S. Rogers department of electrical and computer engineering, who led the research team.</p> <p>鈥淭he challenge is that it takes a lot of energy to do so, which raises the cost and lowers the incentive. Our strategy increases the overall energy efficiency by avoiding some of the more energy-intensive losses.鈥</p> <p>Direct-air carbon capture is an emerging technology in which companies aim to produce fuels or plastics from carbon that is already in the atmosphere, rather than from fossil fuels. Canada鈥檚 Carbon Engineering, which has built a pilot plant in Squamish, B.C., captures CO<sub>2</sub> by forcing air through an alkaline liquid solution. The CO<sub>2</sub> dissolves in the liquid, forming a substance called carbonate.</p> <p>In order to be fully recycled, the dissolved carbonate is normally turned back into CO<sub>2</sub> gas, and then into chemical building blocks that form the basis of fuels and plastics. One way to do this is to add chemicals that convert the carbonate into a solid salt. This salt powder is then heated at temperatures above 900 C to produce CO<sub>2</sub> gas that can undergo further transformations. The energy required for this heating drives up the cost of the resulting products.</p> <p>The 老司机直播 team鈥檚 alternative method applies an electrolyzer, a device that uses electricity to drive a chemical reaction. Having previously used electrolyzers to <a href="https://news.engineering.utoronto.ca/low-cost-catalyst-from-u-of-t-engineering-boosts-hydrogen-production-from-water/">produce hydrogen from water</a>, they realized they could also be used to convert dissolved carbonate directly back into CO<sub>2</sub>, skipping the intermediate heating step entirely.</p> <p>鈥淲e used a bipolar membrane, a new electrolyzer design that is great at generating protons,鈥 says <strong>Geonhui Lee</strong>, who along with postdoctoral fellow <strong>Y. Chris Li,</strong> is among the lead authors of <a href="https://pubs.acs.org/doi/10.1021/acsenergylett.9b00975">a new paper in <em>ACS Energy Letters</em></a> that describes the technique.</p> <p>鈥淭hese protons were exactly what we needed to convert the carbonate back into CO<sub>2</sub> gas.鈥</p> <p>Their electrolyzer also contains a silver-based catalyst that immediately converts the CO<sub>2</sub> produced into a gas mixture known as syngas. Syngas is a common chemical feedstock for the well-established Fischer-Tropsch process, and can be readily turned into a wide variety of products, including jet fuel and plastic precursors.</p> <p>鈥淭his is the first known process that can go all the way from carbonate to syngas in a single step,鈥 says Sargent.</p> <p>While many types of electrolyzers have been used to convert CO<sub>2</sub> into chemical building blocks, none of them can deal effectively with carbonate. Furthermore, the fact that CO<sub>2</sub> dissolved in liquid turns into carbonate so readily is a major problem for existing technologies.</p> <p>鈥淥nce the CO<sub>2</sub> turns into carbonate, it becomes inaccessible to traditional electrolyzers,鈥 says Li. 鈥淭hat鈥檚 part of the reason why they have low yields and low efficiencies. Our system is unique in that it achieves 100 per cent carbon utilization: no carbon is wasted. It also generates syngas as a single product at the outlet, minimizing the cost of product purification.鈥</p> <p>In the lab, the team demonstrated the ability to convert carbonate to syngas at an overall energy efficiency of 35 per cent, and the electrolyzer remained stable for more than six days of operation.</p> <p>Sargent says that more work will be needed to scale up the process to the levels needed for industrial application, but that the proof-of-concept study demonstrates a viable alternative path for direct-air carbon capture and utilization.</p> <p>鈥淚t goes a long way toward answering the question of whether it will ever be possible to use air-captured CO<sub>2</sub> in a commercially compelling way,鈥 says Sargent.</p> <p>"This is a key step toward closing the carbon loop.鈥</p> <p>The research was supported by the Canadian Institute for Advanced Research (CIFAR), the Ontario Research Fund and the Natural Sciences and the Natural Sciences and Engineering Research Council (NSERC).</p> <p>&nbsp;</p> </div> <div class="field field--name-field-news-home-page-banner field--type-boolean field--label-above"> <div class="field__label">News home page banner</div> <div class="field__item">Off</div> </div> Wed, 29 May 2019 23:01:45 +0000 Christopher.Sorensen 156778 at