New Google Research Innovators tackle wide range of challenges

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Now in its third year, the Google Cloud Research Innovators program has invited 37 new participants to work with each other and Google experts to accelerate their most promising projects. The program offers select researchers expanded technical and networking support from Google professionals, access to Google’s latest cloud technologies, and additional Google Cloud research credits. By collaborating across fields, sharing resources, and disseminating knowledge, Research Innovators aim to drive new discoveries and solve problems faster.
This year’s cohort includes researchers in a wide range of fields at North American institutions. They meet once a month with mentors and participate in research conferences and special training days. Here are a few of the Research Innovators solving real-world problems with Google Cloud:
- Elisa Chen at the University of Chicago uses Vertex AI Vision to develop a model that recognizes faces in illustrations in order to examine race, age, and gender representations in award-winning children’s books in the U.S.
- Swapneel Mehta at New York University uses Google Cloud’s machine learning and data processing tools to analyze disinformation online.
- Christopher Weber at the University of Arizona uses BigQuery and Data Studio to analyze voter registration data and visualize political behavior.
- Guangming Zheng at the University of Maryland develops algorithms to identify cyanobacteria in freshwater lakes through satellite imagery, which can help assess threats to human health and ecosystems.
Previous Research Innovators have already generated scientific breakthroughs and had broad social impact: Tapio Schneider developed a ClimateMachine to simulate cloud cover, Richard Fernandes designed an app to monitor Canada’s leaf canopy, and Christoph Gorgulla accelerated drug discovery for COVID-19 treatments. Some of these innovators are now mentoring this year’s cohort to further advance the program’s goals and pass along its benefits.
If you’re a researcher interested in exploring the benefits of the cloud for your projects, apply here for access to the Google Cloud research credits program in eligible countries. To engage with the latest challenges and solutions in research and technology, sign up for NEXT, Google’s global exhibition of inspiration, innovation, and education in San Francisco August 29-31.
Go Green with Google’s Latest Tool and Pick the Most Sustainable Cloud Region

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As a Google Cloud customer, your carbon footprint is already carbon neutral: Google first achieved carbon neutrality in 2007, and has been purchasing enough solar and wind energy to match 100% of its global electricity consumption since 2017. Now, Google is targeting a new sustainability goal: operating on carbon-free energy (CFE) 24/7, everywhere, by 2030.
We want to empower you to make more sustainable decisions and progress with us towards this 24/7 carbon-free future. Earlier this year, we published the carbon characteristics of our Google Cloud regions. Later, we introduced a simple tool to help you pick a Google Cloud region, taking variables like price, latency and sustainability into account. Our next question was: what’s the best way to surface that sustainability info when you’re actually picking a region for your cloud resources?
Starting today, we are indicating regions with the lowest carbon impact inside Cloud Console location selectors. Available today for Cloud Run and Datastream, you’ll see it roll out to more Google Cloud offerings over time:

Regions that feature the “Lowest CO2” and the leaf have a CFE% of at least 75%, or, if the information is not available for this region yet, a grid carbon intensity of maximum 200 gCO2eq/kWh. You can read more about how we calculate these metrics in our documentation.
Before releasing this feature, we ran experiments to measure its impact: Users who were exposed to the enhanced region picker were 19% more likely to select a “low carbon” region for their Cloud Run service—a significant lift. These results show that by displaying carbon information in context of when you make the decision of picking a region, we are helping you make more sustainable decisions.
By sharing and displaying carbon information of Google Cloud regions, together we’re making tangible progress towards our goal of a carbon-free future. Learn more about Carbon free energy for Google Cloud regions.
Vodafone Turns to Google Maps Platform to Expand and Improve its Network

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Vodafone India had a manual, labor-intensive process for determining network capabilities and reach. The company sent field operatives to every customer location to conduct a feasibility study. These feasibility studies help Vodafone determine whether they can provide connectivity and services to customers based on the infrastructure at that location.
Everyone from the IT team and end users to the field operatives doing the work recognized the need to adopt a new solution to automate the measurements. They needed a technology that was easy to use and maintain.
“Vodafone used to manually perform physical surveys for each feasibility, which is a time-consuming and labor-intensive process. Often, feasibility studies were delayed, and we missed out on opportunities to serve additional customers. With SmartFeasibility, we’ve increased our capacity 15 fold, which positively impacts our bottom line and allows us to provide better and smarter customer service.”
—Rajneesh Asthana, IT Planning and Delivery, Vodafone India
Partnering with Lepton Software (a leading global provider of location-based analytics solution) Vodafone introduced SmartFeasibility—a solution that changed the feasibility testing from a manual to an automated process. This involved a full Google geo platform solution – leveraging world class technology like maps, roads and directions.
Google Maps Platform Results
- Employees are able to access information faster with SmartFeasibility—they have data at their fingertips, rather than waiting for an employee to collect it
- Field operatives have increased their conversion rates by providing more accurate readings on feasibilities and closing more customer business
- Addresses are now easy to find with a click of a button. The Vodafone India team can search feasibilities that have been loaded into the database, so if there’s an issue or if they need to reference a past action, they have that information at their fingertips
- 2 day turnaround versus 5 before the solution was implemented
- 400+ new customers added per day
With the new solution, Vodafone India no longer needs field operatives to manually calculate these measurements. With Google Maps, users can search customers’ addresses, calculate the distance between Vodafone’s location and the customer’s location and research building data such as height.
The old system of having field operatives collect data was unreliable. With Google Maps Platform, the Vodafone India team knows that the measurements are accurate and reliable.
How Barilla Created a Social Media Style App to Improve Efficiency

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Google Cloud Results
- Replaced conflicting, time-consuming paper logs with a near real-time, transparent app
- Scaled rapidly and easily to accommodate new teams thanks to Google App Engine
- Enables photographic and video communication to replace confusing text
- New factory solution rolled out in just 15 days
In 1877, Pietro Barilla set up a small bakery to make pasta and baked goods for the people of Parma, Italy. Today, Barilla applies its 140 years of baking knowledge on a global scale, with six major manufacturing sites in Italy and an international network employing over 8,000 people. As the world’s leading producer of pasta, Barilla knows that when it comes to making quality food, great communication is key. That’s why the company plans to become a completely digital, looking to technology to improve the way it works.
Teams at the Barilla factory in Cremona work along a production line more than one-kilometer long, staffed by three shifts of workers a day. When one shift handed over to the next or requested machine maintenance teams, they used paper notebooks and unofficial instant messaging to communicate. That meant there was no authoritative, real-time record of events, communication was messy, oversight was poor, and teams had to hold daily morning meetings to synchronise notes.
Barilla worked with the Google Cloud Partner Injenia to create a solution, beginning with a consultative process on the factory floor.
“We had the idea to to start from the bottom and work up,” says Cristiano Boscato at Injenia. “Barilla’s top staff were brilliant about letting us do it. Eight of us from Injenia spent months on the factory lines with Barilla workers, collecting ideas on Google Docs, making presentations with Slides and collecting feedback with Forms. The CollaborAction app we created is the result of an amazing partnership.”
Co-designing a team social network
“Everything at the Cremona plant was managed offline, with paper,” explains Alessandra Ardrizzoia, Digital Engagement Senior Manager at Barilla. “Workers on the line would track events in notebooks, the shift leader would have another notebook, and the leader of the maintenance team would have yet another notebook. Everybody wrote their own text description of events, so there would be mismatches in the information going around.”
To resolve this, teams would meet at 8:30am every day to reconstruct a consistent narrative. In addition, machine maintenance workers were already using instant messaging to communicate with the line. Barilla and Injenia looked for a solution that could deliver a searchable, single version of events, with the ease of use of a mobile messaging application.
After consulting factory workers for ideas, Injenia created CollaborAction, a custom-built app that brought G Suite collaboration tools together on an Google App Engine platform, using Google Cloud SQL to index files. Google+, Google Drive and Hangouts were not only highly available and easy-to-use, they also “helped with fast adoption, with interfaces that workers could already relate to.” Meanwhile Google App Engine enabled the Injenia team to deliver updates and new versions at speed, as part of a feedback process with workers who offered suggestions through a link to Forms embedded in the app.
Google+ provides an intuitive social media dashboard that workers felt comfortable with. Now teams use company tablets placed at intervals along the line to log in, report issues to other teams, photograph problems, schedule maintenance, give status updates through Hangouts chat, and have visibility on the whole process as it takes place.
“Everyone in the Cremona plant was really happy with the new social collaboration process. Because they were involved in designing the solution, they felt involved and really engaged with the process,” says Alessandra. “And now that everyone is aligned with CollaborAction, all the work in the plant is more effective. They are more agile and can use their time in more added-value activities.”
Optimization and a national roll-out
Created in Cremona, now CollaborAction connects over 1,000 users in six of Barilla’s factories in Italy. “The pilot at Cremona took one month, and adoption has been easier and faster in every plant we’ve taken it to,” says Cristiano. “We have another five or six plants more, and it takes no more than 15 days to introduce. That’s incredible.”
Because CollaborAction is a mobile app built on Google App Engine, scaling to meet new demand has been simple. Now maintenance teams use the app on smartphones, line workers use it on tablets, and shift leaders use it on laptops, so the entire team is aligned in close to real-time on a single version of events. And now teams communicate with video and photographs as well as text, there’s less room for confusion, as Alessandra explains. “It’s no problem understanding what’s happening in a video or picture, compared to a message that just says ‘something is going wrong.’ On a production line, where one part leads into the next, that speed makes a difference, and means we don’t have to throw as much food away when something breaks down.”
“Now we’re collecting feedback from all of the plants using CollaborAction and using it to create a standardised solution that we can apply across all of our plants,” says Alessandra. “We’re side-by-side with the workers in that sense, trying to address their needs with new features. It’s a way to make the workers feel like part of the solution, and that the app represents their needs and their voice.”
Solving a universal problem
By the end of 2018, Barilla and Injenia aim to have deployed CollaborAction to 2,700 employees at 18 factories worldwide. Barilla has already collected more than 50,000 posts with the app, including around 20,000 photographs and videos, and is now considering ways to apply Cloud Machine Learning Engine to create a maintenance chatbot or direct IoT connection with machinery.
“CollaborAction hasn’t just made our maintenance processes faster and more efficient, its also exponentially increased the knowledge and understanding employees have about their work,” says Alessandra. “It’s improving team spirit, too, such as when employees use CollaborAction to arrange to play soccer. It’s become the main communication tool for the entire plant.”
15 Companies–from Korean Air to Salesforce–Share How G-Suite and Google Meet Help Them Battle COVID-19

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More than a decade ago we introduced secure, easy-to-use business collaboration and productivity apps (now known as G Suite), and we envisioned a new way of working in the cloud. And although we always knew the value of cloud-based collaboration, it is more important than ever at a time like this.
Over the past several weeks, we’ve seen Google Meet—G Suite’s video conferencing solution—help millions of people stay connected, whether it’s colleagues working at home, companies livestreaming to global employees, doctors caring for patients, banks providing loans, retailers and restaurants helping the elderly place orders for home delivery or curbside pickup, social services conducting welfare checks, governments serving citizens, or schools staying in session.
In the first week of April Earlier this week, we surpassed a new milestone, with more than 2 million new users connecting on Google Meet every day, and they’re spending over 2 billion minutes together—that’s more than 3,800 years of secure meetings in a single day. We’re humbled by the huge responsibility that comes with this growth, and we’re determined to continue doing our part to help.
Here’s a little more on what that means.
Meet, and all of G Suite, runs on Google’s secure, resilient global infrastructure, which helps us reliably manage our capacity to keep our services up and running. With Meet, organizations around the world can take advantage of the same secure-by-design infrastructure, built-in protection, and global network that Google uses to secure your information and safeguard your privacy. You can learn more in our Google Meet security blog post.
Last month, we made advanced Google Meet video-conferencing capabilities available at no cost to all G Suite and G Suite for Education customers. We’ve now extended that availability to September 30, 2020 to ensure businesses, organizations, institutions, and educators continue to be supported during this time.
Earlier this year, G Suite also hit another important milestone, surpassing six million paying businesses and organizations. We’re acutely aware of our responsibility to these teams as they support their own constituents, patients, students, and customers during this pandemic. Here are a few stories they’ve shared.
Cambridge Health Alliance, a health system with 140,000 patients in Cambridge, Somerville, and Boston’s Metro North region, has relied on G Suite to support its staff and caregivers. “We didn’t realize how integral G Suite had become to our daily work until dealing with a pandemic where consistent communication with our CHA staff was of utmost importance,” said James LaPlante, Sr. Director, Technology and Biomedical Services. “With one click, staff have been able to connect from their Gmail, Calendar, or from Meet-enabled conference rooms across three hospitals, 15 health centers, or from home.”
In the UK, Hackney Council is using G Suite, Meet and Chromebooks to keep its team of 4,000 staff connected and to make sure that essential services can still be delivered for its citizens.
In Peru, the Judiciary branch is using Meet to continue operating during the nation-wide quarantine. Through video conferences they are carrying out both internal meetings and also hearings. By doing this, attorneys, lawyers and judiciary clerks don’t have to physically attend court, keeping the virus from spreading, while maintaining the administration of justice in the country.
Korean Air has transformed its internal business system with G Suite since July 2019, creating a positive company culture. Employees communicate effectively with G Suite in a variety of ways, including chat, voice, and video, which reduces decision-making time. Korean Air recently opened a ‘Google G Suite Meeting Room’ within the company to further enhance its cloud-native communication capabilities and accelerate mobile-based collaboration.
German manufacturing company KAESER Compressors adopted G Suite in 2018, which allowed them to transition 4,000 employees to working from home smoothly, with minimal disruption. They are using G Suite to connect with customers and job applicants.
When their news anchor voluntarily self-quarantined after suspecting he had been in contact with a person with COVID-19 during a convention, Milenio Televisión, a Mexican television cable news channel, had to figure out how to keep their show on the air. They chose Meet for its security, and high quality image and sound. Milenio Televisión is now broadcasting multiple shows through Meet and has been using the tool to have video conferences with correspondents in other countries.
To help its staff cope with the impact of COVID-19, Italian bank Credem (Credito Emiliano S.p.A.) relied on G Suite, in particular Drive, Docs, and Meet, to seamlessly adapt to a collaborative work-from-home environment. It’s also helping them maintain business continuity, relying on Meet to continue to meet one-on-one with customers.
In the Philippines, the Department of ICT (DICT) is responsible for the planning and development of information and communications technology. As a result of COVID-19, the department has been continuously seeking ways to improve its programs and services to help quarantined workers and citizens, including use of GovMail, which is built on G Suite, Google Chat, and Google Meet. “The migration to cloud-based GovMail which started last year has proven to be particularly useful for remote government operations in this time. Coordination between government agencies is more organized, resulting in faster responses benefitting their constituents,” said Emmanuel Rey Caintic, DICT Assistant Secretary for Digital Philippines.
Kärcher, a German company known for its wide range of cleaning products, had initially planned to roll out G Suite to its workforce by 2021. In response to the pandemic, Kärcher rapidly accelerated their rollout, deploying G Suite to its entire 14,000 workforce in only five days. As of the end of March, Kärcher’s number of weekly active Meet and Chat users has grown by 20X.
Salesforce’s CRM solution brings companies and customers together, and they turned to G Suite to bring their own teams together. “With Salesforce employees working from home given COVID-19, innovative solutions like Meet are even more critical for effective virtual collaboration,” said Andy White, VP, Platform Engineering Salesforce. “Even with 2x our daily video calls—50,000 every workday—Google Cloud’s scale and support keep our teams reliably and seamlessly connected.”
The team at Shopify, a leading global commerce company, is relying on Meet to help them keep their workforce connected. “Even with the demand surges seen around the world, recently we had a 20 person meeting livestream to 4,000 people and there were no issues,” said Garth Pyper, Director of Technical Infrastructure. “Google Meet is our primary means of video conferencing across 5,000 people at Shopify, and we are grateful for the security, reliability, and flexibility it provides.”
With the global move to a fully remote workforce during COVID-19, software company Xero has embraced G Suite to help them make a smooth transition. “Google Meet is vital in keeping our teams socially connected, and Docs, Gmail and the full G Suite family of apps has the team’s productivity and collaboration working as if we were in the office. The reliability and performance of G Suite has allowed the IT team to focus on other challenges we face with a remote workforce.”
In Singapore, NTUC Fairprice Co-Operative, the largest supermarket chain of the island nation, has experienced a surge of 400%+ increase in capacity needs as customers urgently prepare for COVID-19 with in store and online purchases of all the necessities. With the help of G Suite, NTUC was able to handle this increased demand even as they transitioned the vast majority of their workforce to remote work.
Schnucks, a family-owned supermarket retailer with 100 stores in Missouri, Illinois, Indiana, Iowa and Wisconsin, was able to think outside the box to keep their business running and employees safe and connected. “We are running our Helpdesk 24/7 on Google Meet so that both our corporate and in-store employees can join in and get questions answered quickly. Our transportation department is able to practice social distancing by using a Google Meet ‘hotline’ as the WFH dispatch platform.”
Meet had long been the standard collaboration tool for TELUS International, which provides customer experience solutions for global brands. “The Meet platform has helped us maintain and foster our caring culture as we transitioned from an on-site workforce to a work from home model,” said Michael Ringman, Chief Information Officer. “Whether through real-time collaboration, live meetings or a little stress relief with some virtual happy hours, our team’s ability to reliably connect ‘face-to-face’ through Google Meet has been integral to keeping us engaged despite the distance between us.”
These are just a few of the many stories we’ve heard. We’ll continue to support all our users to stay connected in the cloud. Read more on how Google Cloud is supporting businesses and communities here.
100 Stores. 5 States. How Schnucks Pulled Off a Mammoth Collaboration Feat

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As a family supermarket chain since 1939, Schnuck Markets Inc. depends on driving efficiency and volume sales to achieve its mission, identifying customer service and community partnerships among its key differentiators.
In order to commit its maximum resources for success, Schnucks continues to focus on streamlining operations and achieving greater efficiency. Management and administrative staff throughout the company’s 100 stores in five states need to be able to collaborate effortlessly while enjoying an accurate, centralized information exchange platform. These efficiencies have the potential to impact productivity, customer service, and employee engagement.
Fast-tracking data sharing
Before adopting G Suite, Schnucks found collaborative workflows to be a challenge. Managers from different stores, often in different states, had to provide data that could be compiled and shared. Collaborative documents on traditional platforms faced challenges at Schnucks, where limits of simultaneous users would result in user lockouts. Schnucks managers often exchanged many different versions of the same documents and spreadsheets. However, reconciling all those versions was time-consuming and limited real-time collaboration.
“When we share a Google sheet and request data, 200 people can add their responses immediately at the same time from any device. They don’t walk away and forget and need a reminder. The result is near-effortless compliance,” says Kim Anderson, Director of Procurement and Replenishment at Schnucks.
Schnucks has been successful using the entire range of G Suite tools, with Drive, Docs, Slides, Sheets, and Forms contributing to enhanced collaboration. Google Keep is a popular productivity tool for meeting notes and tasks and creating reminders. Schnucks also uses Hangouts Meet and Hangouts Chat to reduce time and costs spent in face-to-face meetings, and Calendar as the central source for scheduling company events and meetings.
The partnership between Schnucks and Agosto helped with a successful G Suite deployment for the retailer. Agosto helped coordinate the logistics of the move and tackled the G Suite migration with a three-part strategy: IT staffers would move to Google first before employee “Google Guide” experts came in who could help answer teammate G Suite questions.
“Agosto’s deployment plan helped our G Suite deployment run smoothly,” says Dave Steck, Schnucks Vice President of Development and IT Infrastructure. “Their thorough planning helped mitigate the inevitable disruption a change of this size would make.”
Enhanced security and reliability
Previously, Schnucks relied on email to exchange information and any outages added even more lag time to its operations. With Gmail and the entire G Suite, Schnucks now experiences virtually no downtime, allowing for effective communication with enhanced levels of reliability and security.
“We were able to take advantage of the security benefits of G Suite right away,” says Joey Smith, Vice President and Chief Information Security Officer at Schnucks. “Our administrators are able to quickly configure, test, and manage our G Suite security settings to fit the security needs of our business while maintaining compliance with all regulatory obligations.”
On top of the CapEx and OpEx savings with Google providing infrastructure for its office productivity software, Schnucks has gained increased security and high availability, as well as robust disaster recovery. These features are included in G Suite, without any need for IT intervention.
“G Suite automatically encrypts our data with a unique encryption key for each piece and distributes it across multiple data centers for performance, security, and reliability,” says Joey. “This saves us a significant amount of time and money while achieving top notch security.”
Another way Schnucks benefits from Google security is the availability of data loss protection (DLP) features native to Gmail. With DLP, Schnucks can automatically audit outgoing emails for Personal Identifiable Information (PII), Protected Health Information (PHI), and other information the store requires.
“DLP is very powerful because it provides detailed visibility,” says Joey. “We can isolate emails, analyze patterns of false positives, and follow up with education or enhanced restrictions to increase security.”
Spam reduction
An unexpected advantage of adopting G Suite was an instantaneous reduction in spam emails. That’s more administrative time saved for employees. In fact, Gmail native spam prevention is so effective that Schnucks was able to replace its third-party spam filter with a simpler technology that costs 80% less.
Savings on hardware and software
Converting to G Suite saves Schnucks the operational costs of an infrastructure for office and communications solutions, but its web interface also provides substantial savings on application maintenance, anti-virus software, and hardware.
With G Suite files and applications residing in the cloud, the need for employees to use heavyweight installable applications is increasingly rare. As laptops age, Schnucks is replacing them with Chromebooks, saving approximately $1,250 per computer. Because Chromebooks don’t require additional anti-virus software or many other endpoint security measures, the need for software licenses and other security and maintenance costs are simultaneously reduced.
Schnucks also finds that Chromebooks instantly increase productivity. “What’s great about the Chromebook is the productivity savings we get from the speed and ease of use and management,” says Dave Steck, Vice President of Development and IT Infrastructure at Schnucks. “You’re not waiting for applications to start up. As a result, Chromebooks are the only laptops we need for the majority of our teammates.”
Aligning the company across sites
More than just providing a common set of office tools, intuitive collaboration in G Suite enables the grocery chain to provide consistent messaging and a central information hub across all store locations. With posters, presentations, and communications, Schnucks worked hard to help ensure that the entire company understood the value of the tools. The Operations and IT teams rolled out the changeover in three phases, using Google Guides to show the benefits of adoption and then rolling out to larger groups over time.
“Adopting G Suite as a collaborative platform helped us to integrate individual store activities and increase operational efficiency,” says Dave.
Investing in the future
Employees who were already familiar with G Suite because they used it in school or in their personal lives have found the move eases communications company-wide, and Schnucks believes that the move will also help attract prospective employees who already use G Suite.
“Knowing that more and more prospective employees are already familiar with G Suite is a big win for us,” says Joey. “To them, it helps demonstrate our commitment to innovation.”
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