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Cloud Computing Security: Agencies Increased Their Use of the Federal Authorization Program, but Improved Oversight and Implementation Are Needed -…

What GAO Found

The 24 federal agencies GAO surveyed reported using the Federal Risk and Authorization Management Program (FedRAMP) for authorizing cloud services. From June 2017 to July 2019, the number of authorizations granted through FedRAMP by the 24 agencies increased from 390 to 926, a 137 percent increase. However, 15 agencies reported that they did not always use the program for authorizing cloud services. For example, one agency reported that it used 90 cloud services that were not authorized through FedRAMP and the other 14 agencies reported using a total of 157 cloud services that were not authorized through the program. In addition, 31 of 47 cloud service providers reported that during fiscal year 2017, agencies used providers' cloud services that had not been authorized through FedRAMP. Although the Office of Management and Budget (OMB) required agencies to use the program, it did not effectively monitor agencies' compliance with this requirement. Consequently, OMB may have less assurance that cloud services used by agencies meet federal security requirements.

Four selected agencies did not consistently address key elements of the FedRAMP authorization process (see table). Officials at the agencies attributed some of these shortcomings to a lack of clarity in the FedRAMP guidance.

Agency Implementation of Key Elements of the FedRAMP Authorization Process

HHS

GSA

EPA

USAID

Element

Control implementation summaries identified security control responsibilities

Security plans addressed required information on control implementation

Security assessment reports summarized results of control tests

Remedial action plans addressed required information

Cloud service authorizations prepared and provided to FedRAMP Program Office

Legend: fully addressed the element partially addressed the element

FedRAMP = Federal Risk and Authorization Management Program; HHS = Department of Health and Human Services; GSA = General Services Administration; EPA = Environmental Protection Agency; USAID = U.S. Agency for International Development

Source: GAO analysis of agency documentation| GAO-20-126

Program participants identified several benefits, but also noted challenges with implementing the FedRAMP. For example, almost half of the 24 agencies reported that the program had improved the security of their data. However, participants reported ongoing challenges with resources needed to comply with the program. GSA took steps to improve the program, but its FedRAMP guidance on requirements and responsibilities was not always clear and the program's process for monitoring the status of security controls over cloud services was limited. Until GSA addresses these challenges, agency implementation of the program's requirements will likely remain inconsistent.

Federal agencies use internet-based (cloud) services to fulfill their missions. GSA manages FedRAMP, which provides a standardized approach to ensure that cloud services meet federal security requirements. OMB requires agencies to use FedRAMP to authorize the use of cloud services.

GAO was asked to review FedRAMP. The objectives were to determine the extent to which 1) federal agencies used FedRAMP to authorize cloud services, 2) selected agencies addressed key elements of the program's authorization process, and 3) program participants identified FedRAMP benefits and challenges. GAO analyzed survey responses from 24 federal agencies and 47 cloud service providers. GAO also reviewed policies, plans, procedures, and authorization packages for cloud services at four selected federal agencies and interviewed officials from federal agencies, the FedRAMP program office, and OMB.

GAO is making one recommendation to OMB to enhance oversight, two to GSA to improve guidance and monitoring, and 22 to the selected agencies, including GSA. GSA and HHS agreed with the recommendations, USAID generally agreed, EPA generally disagreed, and OMB neither agreed nor disagreed. GAO revised four recommendations and withdrew one based on new information provided; it maintains that the remaining recommendations are warranted.

For more information, contact Gregory C. Wilshusen at (202) 512-6244 or wilshuseng@gao.gov.

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Cloud Computing: Do You Really Need It? This Will Help You Decide! – Times of India

Over the past decade, technology has changed the way many companies conduct their business, enabling an unprecedented level of collaboration, flexibility, and productivity. For most industries, the Internet has been the single most disruptive tool of this century. In a study conducted by 451 Research, 90% of surveyed organisations reported that they were already using some form of cloud computing service to augment their business. In the same vein, Gartner predicts that the global cloud services market will grow exponentially through 2022, reaching an estimated $331 billion.

While leveraging these technologies is the goal of many businesses today, there can be huge costs associated with infrastructure, hiring talent, and maintenance. Cloud service providers offer a solution to this problem, allowing business owners to pay a monthly price for hardware, internet infrastructure, and other services.

Why Businesses Favour the Cloud

Besides lowering the initial cost of admission, cloud-based services offer a slew of advantages related to security, availability, reliability, and scalability. To understand why cloud computing has turned into a multi-billion dollar industry within a few short years, let us expand on each of these benefits.

While data security is integral to the functioning of any business, many non-IT enterprises are inadequately equipped to deal with viruses, ransomware, and other attacks. Large financial institutions, for instance, have been the target of many security breaches of late, with American bank, Capital One, finding itself in the middle of a data leak controversy as recently as September 2019.

Cloud providers specialise in maintaining a secure physical and virtual environment to ensure that their clients data is protected in accordance with local laws and regulations. With the introduction of the General Data Protection Regulation (GDPR) in 2018, many businesses have to tread carefully around the storage and use of personal information. By leveraging the expertise of existing service providers, companies can abstract a great deal of the compliance overhead at little cost.

Any company with an online presence needs to ensure that its services are available at all times. However, businesses that rely on in-house infrastructure often report that this can be an extremely challenging process. Data centres, in contrast, are specifically engineered to migrate workloads in the event of a failure, ensuring consistent uptime and a virtually seamless experience for end-users.

Business owners also do not have to worry about aspects such as disaster recovery, hardware-software incompatibilities, and data loss. Service providers have the resources to build fail-safes and prevent downtimes, even in the most dire of situations.

In todays fast paced environment, companies are often unable to estimate the exact amount of computing resources they need for a certain task. Furthermore, businesses that experience short bursts of consumer interest may have to temporarily ramp up their infrastructure. However, buying additional hardware specifically to handle these rare occurrences can be a wasteful and expensive endeavour.

Cloud service providers offer a robust and scalable platform capable of handling variable processing or storage requirements. Many providers also offer a pay-as-you-go plan, so that companies are not compelled to pay for services they do not need or use.

The Future of Cloud

Around a third of all companies IT budget - an average of $2.2 million - is already devoted to cloud computing-related services such as email and web hosting. Cloud service providers are uniquely positioned to cater to this market segment, particularly since budgets for digital transformation appear to be on the rise at many companies. However, identifying these opportunities might be challenging due to the lack of market data.

Data providers, however, can help mitigate this problem by offering up-to-date information on up and coming startups. Oddup, for instance, specialises in providing real-time data on the global startup ecosystem across a multitude of industries and geographic locations. Oddup offers decision-makers proprietary tools like the Oddup Score and the Benchmark Valuation, which estimate the health, potential, and valuation of a startup, as well as exclusive startup scouting reports which highlight potentially disruptive companies, and markets and industries which show growing startup activity.

Data providers can also help with a new challenge that even established cloud service providers are facing. Some of the worlds largest technology giants are spearheading the cloud computing revolution, however, the markets rapidly growing size means that there is plenty of space for smaller enterprises with unique services and offerings. Currently, Amazon Web Services, Google Cloud, Microsoft Azure, and Alibaba hold the vast majority of the global cloud market share. These companies could face strong competition from smaller vendors with the emergence of new technologies such as machine learning, blockchain, and Internet of Things (IoT).

This is resulting in the emergence of new, smaller Independent Software Vendors (ISVs). ISVs are both threat and opportunity for the larger players. Consequently, larger companies are on the lookout for disruptive ISVs with whom they can partner or whom they can acquire. Data providers like Oddup aid in identification of such ISVs too, enabling cloud service providers to expand both, their portfolios and client base.

As modern businesses continue to generate and process more data, cloud computing is set to become the primary focus at many companies. This fact is especially true for smaller companies and startups, which also have significantly lower capital on hand and have variable needs. With an increasing global emphasis on cloud computing services, we will likely see an exponential rise in the number of internet-enabled startups and companies over the next few years.

Disclaimer: Content Produced by Oddup

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IBM Cloud Pak for Security: Full Protection Wherever Data Resides – eWeek

The routes that organizations are taking to cloud computing are pretty well set. Rather than flocking to individual public clouds as evangelists once envisioned, enterprises are instead maintaining data on premises in various systems and private clouds while also engaging with multiple public cloud platforms.

A larger question remains in how and how well valuable data and application assets can be protected when they are widely dispersed in these hybrid multi-cloud environments. That issue is especially pointed considering the increasing frequency and sophistication of attacks by cyber-criminal and rogue states.

Go here to see eWEEKs listing of the Top Cloud Computing Companies.

Fortunately for businesses, security vendors including IBM are pushing forward individually and in partnerships to address these challenges. IBMs recently announced Cloud Pak for Security incorporates its own formidable assets and also integrates new open source security technologies developed by both the company and its strategic partners. The new platform is part of a family of six IBM Cloud Paks, one being IBM Cloud Pak for Data, a platform that enables customers to comprehensively explore, manage, analyze and govern myriad data assets across their organizations.

Ill be writing more about IBM Cloud Paks, including the Cloud Pak for Data in the coming months. For now, lets consider IBM Cloud Pak for Security and what it offers hybrid multi-cloud customers.

What is the primary issue impacting multi-cloud security? Data and application fragmentation have to be at the top of the list. The more that companies work with cloud technologies, the more comfortable they become. Since no single cloud platform provides everything that organizations need, multi-cloud has become the de facto approach for businesses. In fact, IBMs 2018 Institute for Business Value study found that while 76% of respondents were already using between two and fifteen hybrid clouds, 98% said they will be using multiple hybrid clouds within three years.

Hybrid cloud engagements tend to result in applications and data being spread across private and public clouds, as well as in on premises IT resources. Keeping track of these assets is hard enough but protecting them is even more difficult. Why so? Because of the breathtaking variety of security applications, tools and services utilized by owners and cloud providers. As a result, security teams must devise complex integrations requiring them to switch back and forth between management screens and various point products.

In a recent IBM Security-sponsored SANS Institute survey, over half of security team respondents noted that they struggle to integrate data with disparate security and analytics tools, and to combine data resources spread across hybrid cloud environments in order to spot advanced threats. Dont be surprised if this situation sounds familiar. A decade ago, many businesses struggled with data that became isolated within departments and work groups.

These so-called information siloes were headaches from the perspective of management and governance requirements, and often impacted the core value of data resources and investments. It doesnt require a leap of imagination to see how, absent proper management, hybrid cloud environments could spawn new generations of data siloes located well-outside and beyond the control of business owners. Considering the ever-increasing number of cyber threats and data-seeking bad actors, preventing such outcomes is a topline business goal.

So, what is IBM doing to positively impact these issues? According to the company, its new Cloud Pak for Security can connect with any security tool, any public or private cloud and any on premises IT system, enabling data to be scanned and analyzed for cyber threats and security vulnerabilities without moving it from its original source.

The platform can search and translate security data from a variety of resources, collecting insights across multi-cloud environments. IBM also notes that the platform is extensible, enabling new tools and applications to be added to it over time so that Cloud Pak for Security can evolve to address new security threats.

Initial capabilities include:

Its worth noting that IBM collaborated with numerous clients and service providers during the Cloud Pak for Security design process in order to address critical security interoperability challenges. The new platform includes connectors supporting pre-built integrations with security tools from IBM, BigFix, Carbon Black, Elastic, Splunk and Tenable, as well as public cloud providers including IBM Cloud, AWS and Microsoft Azure. Since Cloud Pak for Security is built on open standards, it can connect additional security tools and data from across a customers infrastructure.

The IT industry is rife with sometimes intriguing commercial products that have little, if any practical application. These solutions in search of a problem are often designed in obverse fashion, betraying developers lack of insight into customers actual needs and requirements. In sharp contrast, with Cloud Pak for Security IBM has devised and designed a solution to address numerous specific problems that plague enterprise customers, as well as critical issues impinging the adoption and benefits of hybrid multi-cloud computing.

This wont come as a surprise to anyone who has paid attention to the sizable investments and commitments IBM has made to open source and open standards. The company also keenly understands the value of collaborating with innovative partners, an especially critical point in the rapidly evolving and fundamentally heterogeneous world of hybrid multi-cloud computing.

Overall, the IBM Cloud Pak for Security platform should provide substantial benefits to its existing customers and is an offering that prospective IBM clients would do well to consider.

Charles King is a principal analyst at PUND-IT and a regular contributor to eWEEK. 2019 Pund-IT, Inc. All rights reserved.

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Cloud Computing in Education Sector Global Market Demand and Forecast 2026 Amazon Web Services, Microsoft Azure, IBM, Aliyun, Google Cloud Platform -…

Market Research Report has developed new advance system known as Cloud Computing in Education Sector market , which presents detailed information on the major competitors Amazon Web Services, Microsoft Azure, IBM, Aliyun, Google Cloud Platform, Salesforce, Rackspace, SAP, Oracle, Dell EMC, Adobe Systems, Verizon Cloud, NetApp, Baidu Yun, Tencent Cloud, Blackboard, formally developed as well as development associations with a significant market value in terms of sales, size, share, demand, forecast, trends, supply, manufacture analysis, and demand ratio. The Cloud Computing in Education Sector market report includes data that has been analyzed in an orderly manner, dividing the market into different segments taking into account the type of products and services provided by the market, regional analysis, product applications, and market structure.

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TheCloud Computing in Education Sector report contains brief information on the existing and current market situation. The report also contains an estimated result of government policy and guidelines on the Cloud Computing in Education Sector market at a later date. The Cloud Computing in Education Sector market report relies on in-depth research to understand the progress of the market; and various methodological techniques, such as the SWOT analysis, to obtain correct informative data for the analysis of impending financial fluctuations in relation to the current trends of global Cloud Computing in Education Sector market development.

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Cloud Computing in Education Sector Market: Regional Segment Analysis

The Middle East and Africa

Cloud Computing in Education Sector Market : Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS),

Cloud Computing in Education Sector Market : K-12 Schools, Higher Education,

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Cloud Computing in Education Sector Market: Table of Content

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Microsoft is pushing forward with JEDI recruiting despite Amazon’s legal fight – CNBC

Satya Nadella, chief executive officer of Microsoft Corp., departs the "Tech For Good" meeting at Elysee Palace in Paris, France, on Wednesday, May 23, 2018. A group of industry executives met with France's President Emmanuel Macron to discuss how to use technology to improve people's lives.

Christophe Morin | Bloomberg | Getty Images

Microsoft is staffing up in preparation for its work with the Defense Department, even as Amazon is in court protesting the Pentagon's decision, according to people familiar with the matter.

In the more than six weeks since winning the Joint Enterprise Defense Infrastructure, or JEDI, deal, which is worth up to $10 billion, Microsoft has been trying to lure talent from defense contractors and other companies and get employees the necessary authorization to work on the project, said the people, who asked not to be named because they're not authorized to speak on behalf of the company.

Amazon has contested the Pentagon's decision to award the contract to its smaller cloud rival, citing in a lawsuit a bias on the part ofPresident Donald Trump and repeated attacks against Amazon and CEO Jeff Bezos as evidence of an unfair process.

But Microsoft isn't slowing down. Brad Smith, Microsoft's president and chief legal officer, told CNBC on Saturday that "we have if anything been moving even faster since that contract was awarded."

Microsoft has a history with government contracts and has spent years going through the process of clearing employees for defense work, said two of the people. The company has hundreds of cleared engineers, one of the people said. But there are so many people in the pipeline that Microsoft faces an 18-month bottleneck getting current employees through the process, a different person said.

Microsoft's website lists more than 100 openings for people with security clearances, though none mention JEDI by name. Openings are for positions including principal software engineering managers and principal program managers. In January, Microsoft plans to hold two recruiting events in Reston, Virginia, near the headquarters of the Central Intelligence Agency in Langley.

"The Department of Defense is confident in the JEDI cloud contract award and remains focused on getting this critical capability into the hands of our warfighters as quickly and efficiently as possible," Pentagon spokesperson Elissa Smith said in an email. "The department's Cloud Computing Program Office continues to work with Microsoft to prepare the JEDI cloud environment."

A Microsoft spokesperson declined to comment.

As part of the internal recruiting process for Defense Department work, Microsoft regularly offers to pay for employee applications for security clearances, according to a person familiar with the process. The clearance brings with it a 20% to 30% salary increase, depending on the level of authorization and the employee's role, the person said, adding that not every employee will need clearance to contribute to JEDI.

According to a court filing that became public on Monday, Amazon and the Defense Department have agreed that there's currently no reason to ask the court for a restraining order because the Pentagon has said it "will not proceed with performance of the JEDI contract beyond initial preparatory activities" until Feb. 11, 2020, at the earliest.

The battle for JEDI has been hotly contested since 2018, when the Pentagon announced its plan for a $10 billion and 10-year upgrade to its IT operations. Amazon Web Services holds a commanding lead in cloud infrastructure, with 47.8% of the market, according to Gartner, and was widely considered the favorite to win JEDI, in part because of a big contract the company has had with the CIA since 2013. Microsoft Azure is a distant second, with 15.5% of the market.

In Monday's court filing, Amazon asserted there was a "fundamental defect" in the procurement process. Early on, according to Amazon, Pentagon staffers observed the strengths of AWS offerings, but their views became more negative over time as Trump's bias became more evident.

"This abrupt change in course reflects the culmination of President Trump's improper interference and express direction to officials responsible for overseeing the award of the JEDI contract," Amazon wrote.

CNBC's Amanda Macias contributed to this report.

WATCH: Microsoft President Brad Smith on tech and national security

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Global Cloud Computing In Education Market | 2018-2023 Growth Analysis, Business Opportunities, Sales, Revenue, Gross Margin, Advance Technology and…

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It is a compilation of analytical study based on historical records, current, and upcoming statistics and future developments of the Cloud Computing In Education Industry. Based on the study, Global Marketers.Biz predicts that the market will see a comparable and steady CAGR growth.

Cloud Computing In Education Market Segmentation By Type, Applications & Regions

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This Is How Amazon Web Services Is Turning Its Cloud Into A Supercomputer – CRN: Technology news for channel partners and solution providers

A Supercomputing Cloud

AWS has a reputation for winning hesitant, often skeptical customers to the cloud. But for years now, the IaaS kingpin has faced a tough sell when trying to convince high performance computing practitioners to ditch their data centers.

The scientists and engineers that run those resource-demanding applications have long resisted Amazon's overtures: They are more comfortable deploying (and more often waiting to deploy) their compute intensive jobs on expensive mainframe supercomputers.

But AWS thinks it's finally found the formula for matching the elasticity of cloud computing with the scale-out capabilities required for high performance computing, Peter DeSantis, Amazon's vice president of global infrastructure and customer support, told attendees of a nighttime keynote that kicked off the AWS re:Invent conference last week in Las Vegas.

Over the last year, the goal to host "some of the most amazing and demanding workloads out there" has become reality, DeSantis said in an annual talk that provides a unique glimpse at the technical wonders of AWS infrastructure.

Advances in custom hardware, primarily networking, now enable HPC applications "to run on AWS the same as any other workload," DeSantis said.

As DeSantis dived deep into the innovations underpinning AWS' progress, Derek Magill, HPC solution architect at Flux7, a pioneering AWS partner that just launched an HPC practice, listened closely.

That DeSantis dedicated his highly anticipated re:Invent keynote to HPC in itself is an important signal to channel partners implementing the technology, Magill later told CRN.

"Not only do we believe it, but Peter DeSantis getting up there and spending an hour-and-a-half talking about HPC on AWS, I think it really validated our move to HPC," Magill said.

And DeSantis did a good job explaining how AWS has overcome the technological barriers that have kept HPC workloads on-premises.

"HPC people talk about how we're different and special and our needs can't be met by cloud," Magill said. But DeSantis keynote went far in knocking down some of their biggest excuses.

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Cloud Computing in Pharmaceutical Market is Responsible for Increasing Market Share and Forecast 2026 with Top Key Players: Carestream Health, VMware,…

A complete analysis of Cloud Computing in Pharmaceutical market is been done in this intelligence report. It includes the investigations done of the past progress, present ongoing market scenarios and future prospects. In this particular market report an accurate data of the products, strategies and market shares of leading companies are mentioned clearly.

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Top Key Players are including in this report: Carestream Health, VMware, IBM Corporation, Athenahealth, CareCloud, Dell, ClearData Networks, Iron Mountain etc.

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Table of Contents:

Chapter 1: Global Cloud Computing in Pharmaceutical Market Overview

Chapter 2: Economic Impact on Industry

Chapter 3: Market Competition by Manufacturers

Chapter 4: Production, Revenue (Value) by Region

Chapter 5: Production, Revenue (Value), Price Trend by Type

Chapter 6: Market Analysis by Application

Chapter 7: Cost Analysis

Chapter 8: Industrial Chain, Sourcing Strategy and Downstream Buyers

Chapter 9: Marketing Strategy Analysis, Distributors/Traders

Chapter 10: Market Effect Factors Analysis

Chapter 11: Global Cloud Computing in Pharmaceutical Market Forecast

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Cloud computing IaaS in Life Science Market 2019 | Demand, Growth Analysis, Product Scope and Strategic Outlook 2019-2026 – Downey Magazine

New Jersey, United States Verified Market Research provides an authentic report about the global Cloud computing IaaS in Life Science. It includes market figures, both historical as well as estimates. The research report details the milestones that the global market for Cloud computing IaaS in Life Sciencehas achieved and discusses the potential opportunities for the players operating in the market. The publication titled[Global Cloud computing IaaS in Life Science Report, History and Forecast 2019-2026, Breakdown Data by Manufacturers, Key Regions, Types and Application]includes Porters five forces analysis and SWOT analysis to give its readers a holistic outlook.

Global Cloud computing IaaS in Life Science market was valued at USD 946.1 million in 2017 and is projected to reach USD 5,245.31 million by 2025, growing at a CAGR of 32.7% from 2018 to 2025.

The research report also includes comments and opinions by key market experts to affirm the potential investment opportunities. Analysts have also evaluated the research and development status of these top players and their expansion plans during the forecast period. The section of company profiles includes in-depth scrutiny of the companies and their products, including the ones in the pipeline. The section also discusses the impact of their recent mergers and acquisitions, achievements of the companies so far, and their investments towards product launches.The report further explains the nature of competition and its impact on the suppliers and buyers; while the latter explains their strengths, weaknesses, opportunities, and threats. The research report has been compiled using primary and secondary research methodologies to give the readers an unbiased view of the global Cloud computing IaaS in Life Science.

The report concludes with the profiles of major players in the Cloud computing IaaS in Life Science market are:

Cleardata Networks, Dell Global Net Access (GNAX), Carecloud Corporation, Vmware, Carestream Health, IBM Corporation, Iron Mountain, Athenahealth, and Oracle Corporation

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The report also considers the various factors based on secondary sources, market size, key data parameters such as the market positioning of key players in terms of the regional revenue, segmental revenue. Geographic penetration also shows the market potential, market risk, industry trends, and opportunities. Secondary sources mainly include journals, companies annual reports, website, public and paid databases, and press releases.

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Global Cloud computing IaaS in Life Science Market by Regional Segments:

In the successive chapters, analysts have studied the regional segments present in the global Cloud computing IaaS in Life Science market. This gives the readers a narrowed-view of the global market enabling a closer look at the elements that could define its progress. It highlights myriad regional aspects such as the impact of culture, environment, and government policies that influence the regional markets.

-Middle East and Africa-North America-South America-Europe-Asia-Pacific

Table of Content

1 Introduction of Global Cloud computing IaaS in Life Science Market

1.1 Overview of the Market

1.2 Scope of Report

1.3 Assumptions

2 Executive Summary

3 Research Methodology of Verified Market Research

3.1 Data Mining

3.2 Validation

3.3 Primary Interviews

3.4 List of Data Sources

4 Global Cloud computing IaaS in Life Science Outlook

4.1 Overview

4.2 Market Dynamics

4.2.1 Drivers

4.2.2 Restraints

4.2.3 Opportunities

4.3 Porters Five Force Model

4.4 Value Chain Analysis

5 Global Cloud computing IaaS in Life Sciences, By Deployment Model

5.1 Overview

6 Global Cloud computing IaaS in Life Science, By Solution

6.1 Overview

7 Global Cloud computing IaaS in Life Science, By Vertical

7.1 Overview

8 Global Cloud computing IaaS in Life Science Market, By Geography

8.1 Overview

8.2 North America

8.2.1 U.S.

8.2.2 Canada

8.2.3 Mexico

8.3 Europe

8.3.1 Germany

8.3.2 U.K.

8.3.3 France

8.3.4 Rest of Europe

8.4 Asia Pacific

8.4.1 China

8.4.2 Japan

8.4.3 India

8.4.4 Rest of Asia Pacific

8.5 Rest of the World

8.5.1 Latin America

8.5.2 Middle East

9 Global Cloud computing IaaS in Life Science Competitive Landscape

9.1 Overview

9.2 Company Market Ranking

9.3 Key Development Strategies

10 Company Profiles

10.1.1 Overview

10.1.2 Financial Performance

10.1.3 Product Outlook

10.1.4 Key Developments

11 Appendix

Finally, Cloud computing IaaS in Life Science report gives you details about the market research finding and conclusion which helps you to develop profitable market strategies to gain competitive advantage. Supported by comprehensive primary as well as secondary research, the Cloud computing IaaS in Life Science report is then verified using expert advice, quality check and final review.

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Cloud computing IaaS in Life Science Market Size, Cloud computing IaaS in Life Science Market Forcast, Cloud computing IaaS in Life Science Market Analysis , Cloud computing IaaS in Life Science Market Growth , Verified Market Research

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Cloud computing IaaS in Life Science Market 2019 | Demand, Growth Analysis, Product Scope and Strategic Outlook 2019-2026 - Downey Magazine

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Global Healthcare Cloud Computing Market 2019 by Manufacturers, Regions, Type and Application, Forecast to 2025 – The Market-News 24

Global Healthcare Cloud Computing Market Opportunities2019 Services and Technology, Statistics, Sales Review, Forecasting 2025

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Global Healthcare Cloud Computing Market 2019 by Manufacturers, Regions, Type and Application, Forecast to 2025 - The Market-News 24

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