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4 Steps to Solve the Unstructured Data Problem – Web Hosting | Cloud Computing | Datacenter | Domain News – Daily Host News

Brief In 1998, Merrill Lynch stated that most data stored in an enterprise is unstructured and estimated to be as high as 80%. This number may have been a bit anecdotal at the time with only a few parties accepting this number unequivocally. Though this number remained unverified, some sources suggested that the actual number may indeed be close to 80%. Fast forward to 2020. IDC and Dell EMC predicted that by this year, there will be an increase of 40 zettabytes of data. Furthermore, IDC and Seagate reported that by 2025, the global datasphere will grow to 163 zettabytes and most of this data will be unstructured. What do we observe from the above metric? Before making the deduction, we need to elucidate what unstructured data means in the context of an enterprise. Unstructured data does not have a predefined structure and is usually written and presented in a free-flowing manner. The data could potentially include documents such as employee information, insurance policies, travel papers, legal contracts, agreements, invoices etc. Making sense of this information stack to bring out themes and trends requires time and a huge effort on the part of the organization. As most of this data comes in as text, the language is ambiguous, and key messages buried in text data are not easy to discern or process. Also, as the merit remains in combining text data with structured data in decision-making contexts, the analysis of unstructured data remains a challenge. By, Vic Gupta Senior Vice President Digital & AI Coforge Limited http://www.coforgetech.com

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Commerce Cloud Computing Market 2020: Latest Trends, Consumption, Demands, Key Players, Competition, Growth Factor and Forecast Insights till 2025 -…

This report on global Commerce Cloud Computing market research study and analytical review is a highly dependable ready-to-refer synopsis to induce novel perspectives about various concurrent and past events prevalent in the market. The report is designed and demonstrated to quickly glance at the detailed value chain analysis and follow nitty-gritty alterations in the market that significantly align with revenue generation and market sustenance prerogative.

Top Leading Key Players are:

IBM (US), SAP (Germany), Salesforce (US), Apttus (US), Episerver (US), Oracle (US), Magento (US), Shopify (Canada), BigCommerce (US), and Digital River (US), Elastic Path (Canada), VTEX (Brazil), commercetools (Germany), Kibo (US), and Sitecore (India).

Get Exclusive Sample of Report on Commerce Cloud Computing market is available @ https://www.adroitmarketresearch.com/contacts/request-sample/906

The report serves as an information depot for market participants willing to harness information at both historical as well as current market conditions eying for forecast accuracy.The report is aimed to remain a reliable information source to encourage versatile decision making in global Commerce Cloud Computing market, in the interest of both amateur as well as established market players willing to establish a strong footing amidst staggering competition.

Understanding Dynamics: Global Commerce Cloud Computing Market:

Market TrendsThe report in this section minutely isolates the dominant trends as well as upcoming ones that drive fast track adoption in global Commerce Cloud Computing market

OpportunitiesThe report assesses the diverse Opportunities that market players and manufacturers unwind to target high growth probabilities in global Commerce Cloud Computing market

Major Drivers: Global Commerce Cloud Computing Market

This section of the report highlights the various drivers that accelerate high potential growth based on highly accurate and real time data

Challenges:The report examines the risks associated with new technology milestones that induce agility

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Vendor Profiling and Regional Segmentation

The report draws references of an extensive analysis of the Commerce Cloud Computing market, entailing crucial details about key market players, complete with a broad overview of expansion probability and expansion strategies.

The market has been thoroughly studied and analysis of current economic scenario has also been entailed to aid business planning of the new market entrants besides core investment decisions across emerging countries.

What to Expect from the Report

*Decisive analysis based on internationally acknowledged research protocols such as PESTEL analysis as well as Porters Five Forces have all been mentioned in the report to initiate logical deductions as well as subsequent business discretion for sustainable revenue streams in the market.

*Introducing the global Commerce Cloud Computing market with details on product overview and scope of the report and executive summary.

*The report also underscores data on the sudden COVID-19 pandemic outrage its implications on industries and economy as well as probability of recovery journey.

*A thorough understanding of market dynamics comprising drivers, trends, challenges and threats that pose tremendous influence towards market growth course.

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Hybrid Cloud Environments Emerge the Lifeline of the Oil & Gas Industry in the Post-Lockdown Era – PRNewswire

SANTA CLARA, Calif., Sept. 24, 2020 /PRNewswire/ --The oil and gas (O&G) industry is in the midst of a tectonic and perhaps permanent shift. The dramatic drop in demand caused by the COVID-19 pandemic has forced upstream companies to operate in a radically altered market. Cloud computing is now one of the most vital technologies for the upstream O&G industry because it provides agility. Digital serves as a catalyst for flexibility and aligning operations more closely with portfolio decisions.

Frost & Sullivan's latest white paper, Why COVID-19 is Accelerating Cloud and New Technology Adoption in the O&G Industry, analyzes the imperatives for cloud adoption in the O&G industry in the post-COVID-19 era. It presents the changing market drivers for cloud adoption in the upstream sector and the tenets for modern cloud architecture. It also examines the benefits of open-source, open-innovation, multi-cloud, and mobility for cloud adoption, as well as the advantages of hybrid clouds in current and future use cases.

To download the complimentary white paper, please visit: https://hub.frost.com/moderncloud/.

"User-friendly design patterns and open digital tenets are central to smooth, cost-effective operation and will help operators avoid any new integration debt," explained Chirag Rathi, Energy Practice, Director Consulting at Frost & Sullivan. "O&G companies that adhere to modern digital tenets of cloud computing can achieve sustained growth through improved software velocity and agility as well as benefiting from cloud-native application development."

"Cloud-based technology is empowering cross-functional and geographically dispersed teams to work more collaboratively and reduce time-to-decisions through unlimited scalability," noted John Archer, Chief Architect Energy at Red Hat. "The industry needs to embrace open transformation for a holistic cultural, process, and technology transformation. Modern frameworks such as DevOps and OpenStack are another key component that will help operators combine digital and agile. The current crisis has also presented companies an opportunity to avail the flexibility of hybrid clouds to reduce overall IT costs by investing in the right open-source technologies."

Operators are moving toward a more hybrid cloud strategy and a multi-cloud environment that allows them to use public and private clouds and make optimal use of the existing architecture in a data center. Hybrid clouds can enable:

About Frost & SullivanFor over five decades, Frost & Sullivan has become world-renowned for its role in helping investors, corporate leaders and governments navigate economic changes and identify disruptive technologies, Mega Trends, new business models and companies to action, resulting in a continuous flow of growth opportunities to drive future success. Contact us: Start the discussion

Contact:Mariana FernandezP: +1 210 348 10 12E: [emailprotected]http://ww2.frost.com

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Cloud Computing in Healthcare Market Is Booming Worldwide | Microsoft, International Business Machines (IBM), Dell and more – The Daily Chronicle

The report offers a complete research study of the global Cloud Computing in Healthcare Market that includes accurate forecasts and analysis at global, regional, and country levels. It provides a comprehensive view of the global Cloud Computing in Healthcare Market and detailed value chain analysis to help players to closely understand important changes in business activities observed across the industry. It also offers a deep segmental analysis of the global Cloud Computing in Healthcare market where key product and application segments are shed light upon. Readers are provided with actual market figures related to the size of the global Cloud Computing in Healthcare market in terms of value and volume for the forecast period 2020-2026.

The following Companies as the Key Players in the Global Cloud Computing in Healthcare Market Research Report are Microsoft, International Business Machines (IBM), Dell, ORACLE, Carestream Health, Merge Healthcare, GE Healthcare, Athenahealth, Agfa-Gevaert, CareCloud.

Free Sample Report + All Related Graphs & Charts @ https://www.statsandreports.com/request-sample/360371-global-cloud-computing-in-healthcare-market-size-status-and-forecast-2019-2025

Acknowledge the Global Cloud Computing in Healthcare market with the assist of our expert analyst moderating the worldwide fluctuations. This market report will answer all your queries regarding growth of your business in this Covid-19 pandemic.

Market Overview of Global Cloud Computing in Healthcare

On the basis of product, this report displays the production, revenue, price, market share and growth rate of each type, primarily split into Hardware, Software, Services.

On the basis of the end users/applications, this report focuses on the status and outlook for major applications/end users, consumption (sales), market share and growth rate for each application, including Hospital, Clinics and Others.

Geographically, The Cloud Computing in Healthcare market report studies the top producers and consumers, focuses on product capacity, production, value, consumption, market share and growth opportunity in these key regions, covering: North America, Europe, China, Japan and others.

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Furthermore, Global Cloud Computing in Healthcare Market following points are involved along with a detailed study of each point:

Major Players: The report provides company profiling for a decent number of leading players of the global Cloud Computing in Healthcare market. It brings to light their current and future market growth taking into consideration their price, gross margin, revenue, production, areas served, production sites, and other factors.

Cloud Computing in Healthcare Market Dynamics: The report shares important information on influence factors, market drivers, challenges, opportunities, and market trends as part of market dynamics.

Global Cloud Computing in Healthcare Market Forecast: Readers are provided with production and revenue forecasts for the global Cloud Computing in Healthcare market, production and consumption forecasts for regional markets, production, revenue, and price forecasts for the global Cloud Computing in Healthcare market by type, and consumption forecast for the global Cloud Computing in Healthcare market by application.

Regional Market Analysis: It could be divided into two different sections: one for regional production analysis and the other for regional consumption analysis. Here, the analysts share gross margin, price, revenue, production, CAGR, and other factors that indicate the growth of all regional markets studied in the report.

Cloud Computing in Healthcare Market Competition: In this section, the report provides information on Competitive situations and trends including merger and acquisition and expansion, market shares of the top three or five players, and market concentration rate. Readers could also be provided with production, revenue, and average price shares by manufacturers.

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Cloud Computing in Healthcare Market

Major Highlights of Cloud Computing in Healthcare Market in Covid-19 pandemic covered in report:

Market Competition by key manufacturers in the industry. Discussed Sourcing strategies, industrial chain information and downstream buyers data. Distributors and traders marketing strategy analysis focusing on region wise needs in covid-19 pandemic. Vendors who are providing a wide range of product lines and intensifying the competitive scenario in covid-19 crisis. Also highlights of the key growth sectors of Cloud Computing in Healthcare market and how they will perform in coming years.

Buy Full Copy Global Cloud Computing in Healthcare Report 2020-2026 @ https://www.statsandreports.com/placeorder?report=360371-global-cloud-computing-in-healthcare-market-size-status-and-forecast-2019-2025&type=SingleUser

** The market is evaluated based on the weighted average selling price (WASP) and includes the taxes applicable to the manufacturer. All currency conversions used in the creation of this report were calculated using a certain annual average rate of 2020 currency conversion.

Crucial points encompassed in the report:

Customization Available

With the given market data, Researchers offer customization according to the companys specific needs. The following customization options are available for the report:

Regional and country-level analysis of the Cloud Computing in Healthcare market, by end-use.

Detailed analysis and profiles of additional market players.

About Us

Stats and Reports is a global market research and consulting service provider specialized in offering wide range of business solutions to their clients including market research reports, primary and secondary research, demand forecasting services, focus group analysis and other services. We understand that how data is important in todays competitive environment and thus, we have collaborated with industrys leading research providers who works continuously to meet the ever-growing demand for market research reports throughout the year.

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Cloud Computing in Healthcare Market Is Booming Worldwide | Microsoft, International Business Machines (IBM), Dell and more - The Daily Chronicle

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Cloud Computing Platform as a Service (PaaS) Market 2020: Rising With Immense Development Trends across the Globe By 2026 – The Daily Chronicle

The report titled Cloud Computing Platform as a Service (PaaS) Marketoffers a primary impression of the Cloud Computing Platform as a Service (PaaS) industry covering different productScope, Characterizations, Classifications, Objectives, and Participantsin the industry chain structure. Cloud Computing Platform as a Service (PaaS) Market (6 Forces Forecast 2020-2026) research report offers in-intensity insight of the Cloud Computing Platform as a Service (PaaS) industry masking all vital parameters along with Marketing Channel, Direct Marketing, Indirect Marketing,Brand Strategy, Pricing Strategy,Market Positioning, Target Client, and Distributors/Traders List.

Cloud Computing Platform as a Service (PaaS) market report profiles major topmost manufactures operating (Cloudflare, IBM Cloud, Oracle, Salesforce, Google, ServiceNow, Apache Stratos, Windows Azure, AWS, OpenShift, Plesk, Zoho Creator, Red Hat, VMware, SAP) in terms of analyses various attributes such asCompany Profile, Product Specifications, Revenue, Gross, Gross Margin, Cost, Capacity, CAGR, Production Valueand contact information.

Get Free Sample PDF (including full TOC, Tables and Figures)of Cloud Computing Platform as a Service (PaaS) [emailprotected]https://www.researchmoz.us/enquiry.php?type=S&repid=2643852

Synopsis of Cloud Computing Platform as a Service (PaaS) Market:Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Cloud Computing Platform as a Service (PaaS) market in 2020. COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets. The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future. This report also analyses the impact of Coronavirus COVID-19 on the Cloud Computing Platform as a Service (PaaS) industry. Based on our recent survey, we have several different scenarios about the Cloud Computing Platform as a Service (PaaS) YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Cloud Computing Platform as a Service (PaaS) will reach xx in 2026, with a CAGR of xx% from 2020 to 2026. With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Cloud Computing Platform as a Service (PaaS) market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Cloud Computing Platform as a Service (PaaS) market in terms of revenue.

On the basis of product, this report displays the sales volume, revenue (Million USD), product price, market share and growth rate of each type, primarily split into-

Video Communication Paas Cloud Telephony Paas Web and Mobile Optimization Others

On the basis on the end users/applications, this report focuses on the status and outlook for major applications/end users, sales volume, market share and growth rate of Cloud Computing Platform as a Service (PaaS) market for each application, including-

Large Enterprises SMEs

Cloud Computing Platform as a Service (PaaS) Market: Regional Analysis Includes:

Do You Have Any Query Or Specific Requirement? Ask to Our Industry [emailprotected]https://www.researchmoz.us/enquiry.php?type=E&repid=2643852

The Cloud Computing Platform as a Service (PaaS) Market Report Helps Answer the Following Questions:

What is the current size of the overall Cloud Computing Platform as a Service (PaaS) market? How much will this market be worth from 2020 to 2026?

What are the market shares of the leading segments of the Cloud Computing Platform as a Service (PaaS) market in 2020?

What are the main segments within the overall Cloud Computing Platform as a Service (PaaS) market? How much will each of these segments be worth for the period 2015 to 2026?

What are the main drivers and restraints in the Cloud Computing Platform as a Service (PaaS) market?

What are the leading business manufactures? What are their revenue potentials to 2026?

What are the major deals happenings in the manufactures Cloud Computing Platform as a Service (PaaS) market?

Who are the leading manufactures and what are their activities, revenue, recent developments and prospects?

What are some of the most prominent Cloud Computing Platform as a Service (PaaS) market currently in development? What are their activities, platform technology and recent developments?

Contact:

ResearchMozMr. Rohit Bhisey,Tel: +1-518-621-2074USA-Canada Toll Free: 866-997-4948Email:[emailprotected]

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Cloud Computing Platform as a Service (PaaS) Market 2020: Rising With Immense Development Trends across the Globe By 2026 - The Daily Chronicle

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IBM Partners With HBCUs to Diversify Quantum Computing Workforce – Diverse: Issues in Higher Education

September 21, 2020 | :

In partnership with historically Black colleges and universities (HBCUs), IBM recently launched a quantum computing research initiative to raise awareness of the field and diversify the workforce.

The IBM-HBCU Quantum Center, a multi-year investment, will fund undergraduate and graduate research, provide access to IBM quantum computers through the Cloud and offer student support.

Quantum computing is considered a fairly young field and quantum computers were not readily available in research labs until 2016. IBM was the first company to put a quantum computer on the Cloud, which allows it to be accessible from anywhere, according to Dr. Abraham Asfaw, global lead of Quantum Education and Open Science at IBM Quantum.

What that implies is that now anyone around the world can participate, he said. This is why we have this broad education effort, to really try and make quantum computing open and accessible to everyone. The scale of the industry is very small but we are stepping into the right direction in terms of trying to get more people into the field.

The 13 HBCUs that will be part of the initiative include Albany State University, Clark Atlanta University, Coppin State University, Hampton University, Howard University, Morehouse College, Morgan State University, North Carolina Agricultural and Technical State University, Southern University, Texas Southern University, University of the Virgin Islands, Virginia Union University and Xavier University of Louisiana.

Each of the schools was chosen based on how much the school focused on science, technology, engineering and mathematics (STEM).

Its very important at this point to be building community and to be educating everyone so that we have opportunities in the quantum computing field for everyone, said Asfaw. While at the same time, we are bringing in diverse perspectives to see where quantum computing applications could emerge.

Dr. Abraham Asfaw

The center encourages individuals from all STEM disciplines to pursue quantum computing. According to Asfaw, the field of quantum computing is considered highly interdisciplinary.

Teaching quantum computing, at any place, requires bringing together several departments, he said. So putting together a quantum curriculum is an exercise in making sure your students are trained in STEM all the way from the beginning to the end with different pieces from the different sciences instead of just one department altogether.

Diversifying the quantum computing workforce can also be looked at in two ways. One is getting different groups of people into the field and the other is bringing different perspectives into the field from the direction of the other sciences that could benefit from quantum computing, according to Asfaw.

We are in this discovery phase now, so really having help from all fields is a really powerful thing, he added.

IBM also plans to donate $100 million to provide more HBCUs with resources and technology as part of the Skills Academy Academic Initiative in Global University Programs. This includes providing HBCUs with university guest lectures, curriculum content, digital badges, software and faculty training by the end of 2020, according to IBM.

Our entire quantum education effort is centered around making all of our resources open and accessible to everyone, said Asfaw. [Our investment] is really an attempt to integrate HBCUs, which also are places of origin for so many successful scientists today, to give them opportunities to join the quantum computing revolution.

According to IBM, the skills academy is a comprehensive, integrated program designed to create a foundation of diverse and high demand skill sets that directly correlate to what students will need in the workplace.

The academy will address topics such as artificial intelligence, cybersecurity, blockchain, design thinking and quantum computing.

Those HBCUs involved in the academy include Clark Atlanta University, Fayetteville State University, Grambling State University, Hampton University, Howard University, Johnson C. Smith University, Norfolk State University, North Carolina A&T State University, North Carolina Central University, Southern University System, Stillman College, Virginia State and West Virginia State University.

While we are teaching quantum computing, while we are building quantum computing at universities, while we are training developers to take on quantum computer, it is important at this point to be inclusive and accessible as possible, said Afsaw. That really allows the field to progress.

This summer, IBM also hosted the 2020 Qiskit Global Summer School, which was designed for people to further explore the quantum computing field. The program involved three hours of lectures as well as hands-on learning opportunities. Many HBCU students were part of the program.

This shows you thats one piece of the bigger picture of trying to get the whole world involved in quantum education, said Asfaw. Thats the first place where HBCUs were involved and we hope to continue to build on even more initiatives going forward.

Sarah Wood can be reached at swood@diverseeducation.com.

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IBM, Alphabet and well-funded startups in the race for quantum supremacy – IT Brief Australia

GlobalData, the worldwide data analysts, have offered new research that suggests that many companies are joining the race for quantum supremacy, that is, to be the first to make significant headway with quantum computing.

Quantum computers are a step closer to reality to solve certain real life problems that are beyond the capability of conventional computers, the analysts state.

However, the biggest challenge is that these machines should be able to manipulate several dozens of quantum bits or qubits to achieve impressive computational performance.

As a result, a handful of companies have joined the race to increase the power of qubits and claim quantum supremacy, says GlobalData.

An analysis of GlobalDatas Disruptor Intelligence Center reveals various companies in the race to monetisequantum computing as an everyday tool for business.

IBM's latest quantum computer, accessible via cloud, boasts a 65-qubit Hummingbird chip. It is an advanced version of System Q, its first commercial quantum computer launched in 2019 that has 20 qubits. IBM plans to launch a 1,000-qubit system by the end of 2023.

Alphabet has built a 54-qubit processor Sycamore and demonstrated its quantum supremacy by performing a task of generating a random number in 200 seconds, which it claims would take the most advanced supercomputer 10,000 years to finish the task.

The company also unveiled its newest 72-qubit quantum computer Bristlecone.

Alibabas cloud service subsidiary Aliyun and the Chinese Academy of Sciences jointly launched an 11-qubit quantum computing service, which is available to the public on its quantum computing cloud platform.

Alibaba is the second enterprise to offer the service to public after IBM.

However, its not only the tech giants that are noteworthy. GlobalData finds that well-funded startups have also targeted the quantum computing space to develop hardware, algorithms and security applications.

Some of them are Rigetti, Xanadu, 1Qbit, IonQ, ISARA, Q-CTRL and QxBranch.

Amazon, unlike the tech companies competing to launch quantum computers, is making quantum products of other companies available to users via Braket.

It currently supports quantum computing services from D-Wave, IonQ and Rigetti.

GlobalData principal disruptive tech analyst Kiran Raj says, Qubits can allow to create algorithms for the completion of a task with reduced computational complexity that cannot be achieved with traditional bits.

"Given such advantages, quantum computers can solve some of the intractable problems in cybersecurity, drug research, financial modelling, traffic optimisation and batteries to name a few.

Raj says, Albeit a far cry from the large-scale mainstream use, quantum computers are gearing up to be a transformative reality. They are highly expensive to build and it is hard to maintain the delicate state of superposition and entanglement of qubits.

"Despite such challenges, quantum computers will continue to progress into the future where companies may rent them to solve everyday problems the way they currently rent cloud services.

"It may not come as a surprise that quantum computing one day replaces artificial intelligence as the mainstream technology to help industries tackle problems they never would have attempted to solve before.

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How This Bangalore Based Startup Is Driving Innovation With Quantum Technology-Based Products – Analytics India Magazine

India has been a frontrunner when it comes to implementing new-age technology such as AI, machine learning and quantum technologies. In fact, Union Budget 2020 saw an allocation of INR 8,000 crore towards the development of technologies such as Quantum Cryptography and Quantum Communication.

Further building on quantum technology, and with a vision to drive disruptive innovations across multiple sectors with AI and quantum technology, Bengaluru-based Archeron Group is providing cutting-edge solutions for multiple industries.

Analytics India Magazine got in touch with the founder of Archeron Group to understand the tech behind it. Founded in 2015 by Aviruk Chakraborty, Archeron Group was established with a vision to drive disruptive innovations across multiple sectors that can help transform the world for the better.

The company is co-headquartered in Abu Dhabi and San Francisco. It has a state-of-the-art Global Development and Delivery Centre (GDDC) in Bengaluru. It holds strategic importance for the Group and is responsible for creating the entire solution portfolio of the groups which it has been able to take to the Middle East (UAE and KSA), North America, and the European Union.

Archeon extensively integrates AI and quantum computing in its flagship products. Chakraborty explained them as below:

1| Automated and Remote Sensing Agri Platform: This is an Agri analysis platform that uses remote sensing-based technologies to map the yield, the productivity of that field not only for the past 20 years but also to predict the next years yield and productivity.

Chakraborty stated, We have developed a vast array of solutions which include agricultural insurance automation, agriculture loan automation, crop classification and identification, soil analysis, fertilizer and pesticide requirement analysis, disease detection and real-time monitoring of the field, to name a few.

2| Bank/ NBFC automation using AI: The company is building a Quantum AI Bank using quantum technologies and artificial intelligence, which will be completely autonomous in its decision making. According to Chakraborty, the larger parameters of the bank such as risk ratios and macroscopic directives will be set by the board on a quarterly basis which gets translated into algorithmic performance parameters and hence executed for the next quarter.

3| Predictive Diagnostic Platforms: Archeron group has created an integrated national radiology platform using Deep Convolutional Neural Networks, where the radiological plates of all the patients all over the country is analysed and a diagnostic support system is created in which the doctors are given a second opinion on the radiological plates.

4| Quantum Cryptography: The company has designed Quantum Cryptography with a view to strengthen the payments infrastructure in India and make them 100% secure and unhackable. They used three-factor authentication as well as Quantum One Time pad to offer an end to end secure platform.

On being asked how the products are different from others in the market, Chakraborty pointed out that-

The company is using deep neural networks and cutting edge mathematical models such as Q-learning and GAN. They also use Remote Sensing, IoT, and Crispr-Cas9.

Chakraborty said, We are language agnostic developers as we have to not only develop solutions but also integrate them with the existing framework for existing clients. Archeron Group is using C++/ Python for the ML algorithms and prefers to build the ML models from scratch rather than using a pre-trained model.

They also work on the domains of blockchain, satellite imagery analysis, IoT, brain-computer interface, genetic programming for creating synthetic life along with standard machine learning and quantum computing, cryptography and communication frameworks.

Chakraborty said that in the next five years, the focus would be on increasing the adoption of healthcare, banking and agricultural solutions in UAE, India and the USA. The company is also focusing on global implementation of already developed technology and iteratively refining it to make the tech stack better.

A Technical Journalist who loves writing about Machine Learning and Artificial Intelligence. A lover of music, writing and learning something out of the box. Contact: ambika.choudhury@analyticsindiamag.com

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How This Bangalore Based Startup Is Driving Innovation With Quantum Technology-Based Products - Analytics India Magazine

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New faculty add to Yale’s strength in applied mathematics – Yale News

At the heart of almost any scientific or technological challenge, youre likely to find a mathematician or two trying to work the problem.

This is the realm of applied mathematics. It covers a wide spectrum of research disciplines, from medicine and engineering to computer science and quantum physics.

Yales Department of Mathematics has a long tradition of applied math research that combines innovative theory and practical expertise and the recent arrival of faculty members Anna C. Gilbert and John C. Schotland adds to that tradition.

Annas work is in the interface between mathematics, data science, and computer science, and John is a mathematical physicist with a deep interest in imaging techniques that often have medical applications, said Yair Minsky, the Einar Hille Professor and chair of mathematics. Anna and John will enrich our department, both from the research perspective and in terms of our graduate and undergraduate programs.

Anna C. Gilbert

Gilbert, the John C. Malone Professor of Mathematics, has a dual appointment in the Department of Statistics & Data Science. She has degrees from the University of Chicago and Princeton, worked for seven years at AT&T Labs-Research, and spent 16 years on the faculty of the University of Michigan before rejoining Yale where she spent a year as a postdoctoral fellow in the late 1990s.

My mentor was [Phillips Professor of Mathematics] Raphy Coifman, Gilbert said. He has a unique way of looking at applied math, computation, data, and interactions with more traditional forms of mathematics. He had a big impact on how I think about aspects of the research I do.

Gilbert studies various aspects of compression and sparse approximation the notion of taking a complicated signal or data set and being able to represent it accurately with a much smaller amount of information. Conversely, she works on techniques for taking a compressed version of a dataset and converting it into an approximation of the larger, overall signal.

The work has a wide range of applications, from image compression to group testing for high-throughput biological screening.

My work right now covers algorithms, geometry, and data, she said. Often, real world data are noisy. Theyre missing values or are corrupted in some way and these corruptions distort the geometry of the data. You dont get a very good picture of how the data are organized or related to one another. Im working on algorithms to correct those pictures.

A concept that comes up regularly in Gilberts work is harmonic analysis. Its a way of viewing complex datasets as a combination of building blocks like small waves. Gilbert likened it to a written piece of music. A musical score is a harmonic analysis of a piece of music, she said. It tells you what will happen if you play this note, at this time, for this long.

As she continues to settle in and forge new research collaborations at Yale, Gilbert plans to expand her work with biological data. Shes also interested in doing more research on data involving how people make social decisions.

I like to do beautiful mathematics and I like to make things work. At Yale I can do both, she said.

John C. Schotland

Like Gilbert, professor of mathematics Schotland comes to Yale from the University of Michigan, where he was a professor of mathematics and physics and founding director of the Michigan Center for Applied and Interdisciplinary Mathematics. He holds M.D. and Ph.D. degrees from the University of Pennsylvania.

Schotland comes from a family of scientists and academics, including his parents, their siblings, and his grandparents. It was in the air when I was growing up, he said of his interest in science and math. As a kid, it was tremendously exciting. In a way, I didnt choose science. It chose me.

A key aspect of Schotlands background, his medical training, has informed both his mathematics research and his awareness of how math and physics can be applied to medical challenges.

For instance, as a medical student, Schotland performed epilepsy surgeries in which a patients electroencephalogram (EEG) was measured on the surface of the brain as a way to localize seizures. It was a two-dimensional approach to gathering information on a three-dimensional problem. In the years since, Schotland has worked on developing mathematical tools to recover medical information that is inherently three dimensional.

Medical training has helped me understand science in a broader context, he said. It motivates me to think of things I might not have otherwise.

One of Schotlands main research areas is quantum optics, which applies quantum mechanics to light specifically, the many body problem of how intrinsically quantum states of light, such as entangled photons, interact with large collections of atoms. Schotland said Yales groundbreaking work in quantum science was a major factor in his desire to come to New Haven.

Much of my previous work was about the propagation of light in highly scattered media such as milk, paint, or biological tissue, he said. All of that work was prefaced on the assumption that light behaves according to the laws of classical physics. But what happens if entangled pairs of photons travel through that same medium?

Schotland said it is a line of study with implications for the transmission of quantum information and for improving the resolution of imaging devices.

Indeed, Schotlands investigations of the relationship between light and matter have taken him into a variety of research areas, including partial differential equations, probability, and differential geometry. Some of that work has led to practical applications in optical imaging.

Understanding light scattering in complex media, such as biological tissue, plays a key role in developing new optical imaging modalities, he said.

Minsky noted that Schotland is a leading innovator in combining optics with mathematical techniques to develop algorithms for improving biomedical imaging.

Schotland and Gilbert each stressed an eagerness to enhance their ongoing research and draw inspiration from their new colleagues.

The people here are outstanding, Gilbert said. For some time, Yale has had an outsized impact on applied math. Im thrilled to be a part of it.

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Singapore hopes artificial intelligence will help boost its tourism industry – CNBC

A tourist in Singapore taking in the iconic skyline with Marina Bay Sands and the Singapore Flyer in view.

IronHeart | Moment | Getty Images

Singapore is gradually reopening its borders again after months of coronavirus travel restrictions.

As the city-state looks to salvage its battered tourism industry which contributes around 4% to its economy it's hoped that artificial intelligence (AI) can help the sector bring back visitors safely.

Official datashowsmonthlyvisitor arrivals were down by 76% between January to July, compared to a year ago. Visitor arrivals in July alone were down more than 99% year-on-year.

Even though the Southeast Asian nation remains closed off to most foreigners, officials are now considering lifting restrictions for select groups of visitors.

Local start-ups like Vouch and Travelstop are betting on their AI-powered systems as the country navigates new security measures.

Launched in 2017, Vouch sells an AI-enabled digital concierge that's designed to answer guest inquiries, make bookings and take room service orders. The company says its chatbots used by hotels including Andaz Singapore and the Pan Pacificin Singapore can conduct health declarations, facilitate contactless ordering for dine-in services and manage crowd control.

The Vouch app being used on a mobile phone.

Handout from Vouch

"Interestingly, Covid-19 has actually helped our business significantly," Vouch co-founder Joseph Ling told CNBC.

The company had to initially modify its in-room dining ordering system to allow for takeaways and deliveries a feature that it gave to hotels for free during Singapore's partial lockdown.

"Thanks to this, we were able to build great relationships," Ling said. "When hotels began to plan for the future around June and July, we signed up many of them." He said Vouch is now growing rapidly with "15 percent of the total Singapore hotel room stock on board."

Other AI-backed firms also say they're optimistic about the long-term outlook.

Two-year-old Travelstop aims to simplify business travel with the help of its serverless SaaS platform, that's designed to speed up the booking process, automate expense reporting and provide cost-saving insights.

"For the past few months, even though corporate travel revenues have been down, we are seeing significant traction on our expense management platform as companies are now accelerating digitizing the workflows and processes to support the work from home culture," said Travelstop's co-founder Prashant Kirtane.

Ongoing border restrictions and lower consumer appetite for international flights have changed travel as an industry. The two entrepreneurs said they believe machine learning and AI will change travel as an experience.

"The business models of traditional corporate travel management companies have not evolved for decades," Kirtane stated. "Existing tools have not kept pace with the modern business traveler, and are generally not affordable by smaller and mid-sized businesses."

"Hotels used to feel more technologically advanced than our homes but as IoT (Internet of Things), AI and consumer tech companies take the lead, the tech gradient has reversed hotels now feel lower tech than our own homes," said Ling of Vouch. The Internet of Things is the idea of a network of devices thatare all connected to the internet and, conceptually at least, can work together.

Before the pandemic, AI and other forms of machine learning were just beginning to infiltrate the travel sector. Their biggest advantage is the ability to personalize experiences and streamline services based on customer data.

Singaporean start-up Fooyo, for example, creates customized itinerary planners that include real-time crowd monitoring for attractions and events. The app it created for the Chinese city of Chongqing also includes an AI audio guide, which gives visitors information based on their GPS location.

As the economy begins to recover from the pandemic,AI-backed systemscouldbecome especially useful.

For example, "with people being more cautious about being in long queues and waiting in crowded spaces, more AI processes would be beneficial to safe distancing," said James Walton, the transportation, hospitality and services sector leader at Deloitte Southeast Asia. He cited the example of remote check-ins and check-outs in hotels.

Investors are paying attention to this rapidly growing sector. Travelstop raised $3 million in pre-Series A funding led by Silicon Valley venture capital firm Accel last year, on top of the $1.2 million it obtained in a 2019 seed round led by Singapore's SeedPlus.

Kirtane said the company aims to complete a new fundraising round in 2021. Vouch, meanwhile, has raised about $250,000 of angel investment to-date and will be seeking more funds as it looks to expand in Thailand and Malaysia.

And investments in new technology continue. In 2017, the country's tourism body and the Singapore Hotel Association launched a program to crowdsource technologies for hotels. Among the winners was a wireless system that automatically adjusts air-conditioning units for energy efficiency.

Officials announced an accelerator program for tourism-oriented tech start-ups late last year.

Technological innovation "can also strengthen investor perception, and thus encourage investments in the country," Walton said.

Singapore has long faced a severe labor crunch amid state-imposed foreign worker levies and quotas factors that have contributed to wage increases. For employers, "the use of tech and AI in areas such as hotel operations will go some way to alleviate this pressure," Walton said.

Ling of Vouch echoed those sentiments. Hiring is difficult for Singapore hotels since most locals don't want to work in hospitality, he explained. As a result, back-office staff are predominantly foreigners and due to quotas on foreign manpower, hotels often lack sufficient front-end personnel, Ling continued. With many establishments reducing staff count in the aftermath of Covid-19, labor issues are as critical as ever, he said.

Whilst AI can improve overall efficiency with less manpower, it can also lead to job losses an unwanted development at a time when people are already concerned about job security.

"Would this mean reducing foreign manpower numbers, and saving the jobs for Singaporeans? Does adopting [AI] replace the jobs, or would it enable more high-level jobs for Singaporeans?" Walton asked.

It remains to be seen, he said, how the government can balance that situation.

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