Hadoop Big Data Analytics Market - Forecast(2024 - 2030)
Hadoop Big Data Analytics Market Overview
Hadoop Big Data Analytics Market is analysed to grow at a CAGR of 19.31%
during the forecast 2022-2027 to reach $24.43 billion by 2027. Hadoop is an
open source structure software platform which is developed for scalable and
distributed computing of large volume of data. It provides high performance and
cost-effective analysis of Big Data generated by the enterprises through
digital platforms and offers data discovery and visualization, social media
analytics, distributed file system, hypertext transfer protocol and other
enterprise applications of various both unstructured and structured data types.
With the increasing deployment of cloud-based solutions and its integration
with internet of things (IoT) tend to be a major driving factor for the growth
of Hadoop Big Data Analytics Market size during the forecast period. For
instance, SAS, a multinational developer of analytics software created a best-in-class
hybrid cloud analytics solution with its Red Hat which aimed to accelerate
customer adoption of analytics across various enterprises with its integration
with existing cloud and IoT solutions. This partnership tends to accelerate the
Hadoop Big Data
Analytics industry for various enterprise applications during the forecast
period.
Report Coverage
The report: “Hadoop Big Data Analytics Industry Outlook – Forecast
(2022-2027)”, by Industry ARC covers an in-depth analysis of the following segments of
the Hadoop Big Data Analytics Market.
By Components: Solutions (Packaged
Software, Managed Software, Application Software, Performance Monitoring
Software) and Services (Consulting & Development Services, Training &
Support Services and Admin & Managed Services).
By Offering: Data Discovery and
Visualization, Distributed File System, Social Media Analytics, Hypertext
Transfer Protocol and Others.
By Data Type: Unstructured, Semi-structured and Structured.
By Organization
Size: Small & Medium Enterprises (SMEs) and Large
Enterprises.
By Deployment Mode: On-cloud and In-Premises.
By End-Use Industry: Banking, Finance Services and
Insurance (BFSI), Retail, Government & Public Sector, Healthcare, IT & Telecommunication,
Manufacturing, Transportation & Logistics and Others.
By Geography: North America (U.S., Canada
and Mexico); Europe (U.K., Germany, Italy, France, Spain, Russia, Rest of
Europe); APAC (China, Japan, South Korea, India, Australia, Rest of APAC); South
America (Brazil, Argentina, Rest of Americas); Row (Middle East & Africa).
Key Takeaways
- Increasing
deployment of cloud-based solutions across various industries for
optimizing industrial digitalization is analysed to significantly drive
the Hadoop Big Data Analytics Market during the forecast period 2022-2027.
- Data
Discovery and Visualization are analysed to hold highest share 37.12% in
2021 owing to surge in the demand of business intelligence (BI) solutions
across various enterprises.
- IT
& Telecommunication industry is analysed to hold the highest market
share 31.21% during the forecast period owing to the large amount of data
generated across this vertical which propels the demand of Hadoop big data
analytics solutions for efficient working across the enterprise.
- North America is analysed to hold the highest share in 2021 owing to the increasing IT industry requirements and rising integration of hybrid platform technologies across various industries.
Global Hadoop Big Data Analytics Market Share, By Region, 2021 (%)
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Hadoop Big Data Analytics Market Segment Analysis - By Offering
By Offering, the Hadoop Big Data Analytics Market Report is segmented
into Data Discovery and Visualization, Distributed File System, Social Media
Analytics, Hypertext Transfer Protocol and Others. Data Discovery and
Visualization are analysed to be the highest growing segment with a CAGR of 22.12%
among other offerings of Hadoop Big Data Analytics Market during the forecast
period 2022-2027 owing to the increase in the demand of business intelligence
solutions across various enterprises. With the advancement in technologies, businesses
across the globe are majorly turning to visualization-based data discovery
solutions. The growing trend toward visualization-based data discovery tools is
worth exploring by any organization that seeks to derive more value from Big
Data. The potential business benefits are significant and data governance
practices can be used to help ensure the safe transition. These benefits tend
to drive the market growth of Hadoop big data analytics market for Data
discovery and visualization application, further driving its market growth. For
instance, In June 2020, Cloudera and IBM entered into a partnership for
bringing AI solutions and advanced data analytics to organizations on the
Apache Hadoop ecosystem which are aimed to offer better data analytics and visualization
solution in accelerating the decision-making process.
Hadoop Big Data Analytics Market Segment Analysis – By End-Use Industry
By End-use Industry, the Hadoop Big Data Analytics Market Report is
segmented into Banking, Finance Services and Insurance (BFSI), Retail, Government
& Public Sector, Healthcare, IT & Telecommunication, Manufacturing, Transportation
& Logistics and Others. Healthcare industry is analysed to be the highest
growing segment with a CAGR of 21.31% among other industries of Hadoop Big Data
Analytics Market during the forecast period 2022-2027 owing to the growing
demand of efficient and smooth functioning cloud-based solutions in this
sector. Deployment of Hadoop big data analytics in Healthcare sector offers
wide range of benefits such as easy access to medical records, huge data
storage, scalability, efficient data visualization, monitoring health records
and many others. Furthermore, with the sudden increase in the number of
Covid-19 positive cases, the demand for advanced data analytics solutions
witnessed a major trend in healthcare sector which has brought significant
growth in the demand of Hadoop Big data analytics solutions, which is analysed
to drive its market growth during the forecast period. For instance, in March
2021, In Sync Healthcare solutions updated their cloud-based healthcare
solutions with new features such as expandable custom tabs to capture data and
optimize those into visualization for better decision-making process in
Healthcare sector, further driving the Hadoop Big Data Analytics Market.
Hadoop Big Data Analytics Market Segment Analysis – By Geography
North America is
analysed to be the major region with a share of 34% in 2021 for the Hadoop Big
Data Analytics Market owing to the availability of leading market players for
the Hadoop Big Data Analytics Market coupled with increasing investments in the
IT infrastructure development in this region. North America has witnessed
massive increase in the IT industry requirements and deployment of Hadoop big
data analytics solutions across various industries. North America is among the
leading innovators and pioneers for the adoption of Big Data analytics which is
analysed to be a major driver the demand of Hadoop big data analytics
solutions. The market in the United States is expected to experience a greater
traction as a significant number of organizations are likely to set-up for
cloud services to save their upfront cost of building new data centres for
business continuity. For instance, according to Cisco, in 2021, 73% of the
cloud workloads and compute instances will be in public cloud data centres in United
States, up from 58% in 2019. This huge growth in cloud workloads tend to be
significant driving factor for the growth of Hadoop Big Data Analytics Market
during the forecast period.
Hadoop Big Data
Analytics Market Drivers
Increasing deployment of cloud-based
solutions across various industries is driving the demand of Hadoop Big Data
Analytics solutions
Increasing
deployment of cloud-based solutions across various industries to optimize
industrial digitalisation is a major driving factor for the growth of Hadoop
Big Data Analytics Market during the forecast period. Various countries across
the globe are investing significantly in the digitalisation to enhance their
work efficiency and flexibility. Interoperability across various cloud
environments and surge in the demand of efficient business intelligence
technology for better decision-making process tend to drive its market growth
across various enterprises. For instance, according to Cisco, in 2021, 73% of
the cloud workloads and compute instances will be in public cloud data centres
in United States, up from 58% in 2019. This huge growth in cloud workloads tend
to be significant driving factor for the application of Hadoop Big Data
Analytics solutions, further propelling its market growth. Hadoop Big data
analytics offers the faster, cost-effective and more democratized business
intelligence model which takes advantage of the intersection of the mobile
workforce and Big Data and to speed insights and enhance collaboration which is
analysed to be a major driving factor for the Hadoop Big Data Analytics Market
growth.
Deployment of Hadoop big data analytics
in Healthcare sector across the globe is propelling its market growth
Deployment of Hadoop
Big data analytics in the Healthcare sector across the globe is shifting the
conventional ecosystem of health infrastructure into smart healthcare ecosystem
which is analysed to be a major factor for its market growth. Digital
transformation can help individual health care organizations by offering wider
health ecosystem which provides improved ways of working, expands access to
various services and aims to deliver a more effective patient and clinician
experience. Healthcare organizations are in transition to health IT systems,
powered by integration of cloud-based and big data analytics tools to enable
real-time, smart digital health. For instance, In April 2020, IBM released
novel AI-powered big data analytics technologies to help the Health and
Research Community in accelerating the discovery of medical insights and
treatments for COVID-19. This tend to bring huge impact in the demand of Hadoop
big data analytics solutions, further driving its market growth during the
forecast period.
Hadoop Big Data Analytics Market Challenges
Increasing cyber
threat and data privacy issues is analysed
to hamper the Hadoop Big Data Analytics Market growth
One of the
most important factor restraining the market growth of Hadoop Big Data
Analytics Market across the global is the increasing cyber threat across the
globe. With the continuous evolution of technologies, the rate of data
intrusions is also increasing. Hence, data privacy and security are essential
while developing analytics solutions for varied enterprise applications. Once
the big data is collected, it undergoes parallel processing. With the
increasing cyber threats across various industries, Hadoop big data analytics
solutions are vulnerable to hacking, which means sensitive organizations data
could fall into the wrong hands which may cause severe damages. As the
deployment of Hadoop big data analytics is witnessing considerable growth in
BFSI sector, the threat of data breach of customers which may lead to financial
losses tend to be a major restraining factor for its adoption in the near
future. The misuse of data, whether intentional or not, can have serious legal
consequences for both organizations and customers These factors tend to bring major
challenges in the Hadoop Big Data Analytics Market growth during the forecast
period.
Hadoop Big Data Analytics Industry Outlook
Production Innovation, Acquisitions, Collaboration, and R&D
activities are key strategies adopted by players in the Hadoop Big Data Analytics Market. In 2021,
the market of Hadoop Big Data Analytics industry
outlook has been fragmented by several companies. Hadoop Big Data Analytics top 10 companies include
- Amazon Web
Services
- Hewlett Packard Enterprise
- IBM Corporation
- Google Inc.
- Microsoft Corporation
- Pentaho Corporation
- Pivotal Software, Inc.
- SAP SE
- Tableau Software, Inc.
- Teradata Corporation
Recent Developments
- In July 2020, Google Cloud announced BigQuery Omni powered by Anthos for Multi-Cloud Analytics. BigQuery Omni provides enterprises with the flexibility they need to break down silos and create actionable business insights, without having to pay expensive egress fees for moving data from other cloud providers to Google Cloud. It will help customers securely and cost-effectively access, analyse, and find new insights empowering innovation in their business.
- In June 2020, HPE launched HPE Ezmeral, a new software portfolio and brand that will accelerate data-driven transformation across organizations. HPE Ezmeral provides a complete portfolio, including container orchestration and management, AI/ML and data analytics, cost control, IT automation and AI-driven operations, and security.
- In September 2019, Google introduced Cloud Storage Connector for Hadoop Big Data Workloads. This new capability allows organizations to substitute their traditional Hadoop Distributed File System (HDFS) with Google Cloud Storage which are designed to optimise enterprise working efficiency.
Relevant Report Titles:
Hadoop Market
– Forecast (2021 - 2026)
Report Code: ITR 0038
Big Data Infrastructure Market – Forecast (2021 - 2026)
Report Code: ITR 0125
LIST OF TABLES
1.Global Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)1.1 Solution Market 2023-2030 ($M) - Global Industry Research
1.1.1 Packaged Software Market 2023-2030 ($M)
1.1.2 Management Software Market 2023-2030 ($M)
1.1.3 Application Software Market 2023-2030 ($M)
1.1.4 Performance Monitoring Software Market 2023-2030 ($M)
1.2 Service Market 2023-2030 ($M) - Global Industry Research
1.2.1 Consulting & Development Services Market 2023-2030 ($M)
1.2.2 Training & Support Services Market 2023-2030 ($M)
1.2.3 Admin & Managed Services Market 2023-2030 ($M)
2.Global Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
2.1 BFSI Market 2023-2030 ($M) - Global Industry Research
2.2 Government & Defense Market 2023-2030 ($M) - Global Industry Research
2.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Global Industry Research
2.4 Manufacturing Market 2023-2030 ($M) - Global Industry Research
2.5 Retail & Consumer Goods Market 2023-2030 ($M) - Global Industry Research
2.6 Media & Entertainment Market 2023-2030 ($M) - Global Industry Research
2.7 Energy & Utility Market 2023-2030 ($M) - Global Industry Research
2.8 Transportation & SCM Market 2023-2030 ($M) - Global Industry Research
2.9 IT & Telecommunication Market 2023-2030 ($M) - Global Industry Research
2.10 Academia & Research Market 2023-2030 ($M) - Global Industry Research
3.Global Hadoop Big Data Analytics Market By Component Market 2023-2030 (Volume/Units)
3.1 Solution Market 2023-2030 (Volume/Units) - Global Industry Research
3.1.1 Packaged Software Market 2023-2030 (Volume/Units)
3.1.2 Management Software Market 2023-2030 (Volume/Units)
3.1.3 Application Software Market 2023-2030 (Volume/Units)
3.1.4 Performance Monitoring Software Market 2023-2030 (Volume/Units)
3.2 Service Market 2023-2030 (Volume/Units) - Global Industry Research
3.2.1 Consulting & Development Services Market 2023-2030 (Volume/Units)
3.2.2 Training & Support Services Market 2023-2030 (Volume/Units)
3.2.3 Admin & Managed Services Market 2023-2030 (Volume/Units)
4.Global Hadoop Big Data Analytics Market By Vertical Market 2023-2030 (Volume/Units)
4.1 BFSI Market 2023-2030 (Volume/Units) - Global Industry Research
4.2 Government & Defense Market 2023-2030 (Volume/Units) - Global Industry Research
4.3 Healthcare & Life Sciences Market 2023-2030 (Volume/Units) - Global Industry Research
4.4 Manufacturing Market 2023-2030 (Volume/Units) - Global Industry Research
4.5 Retail & Consumer Goods Market 2023-2030 (Volume/Units) - Global Industry Research
4.6 Media & Entertainment Market 2023-2030 (Volume/Units) - Global Industry Research
4.7 Energy & Utility Market 2023-2030 (Volume/Units) - Global Industry Research
4.8 Transportation & SCM Market 2023-2030 (Volume/Units) - Global Industry Research
4.9 IT & Telecommunication Market 2023-2030 (Volume/Units) - Global Industry Research
4.10 Academia & Research Market 2023-2030 (Volume/Units) - Global Industry Research
5.North America Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)
5.1 Solution Market 2023-2030 ($M) - Regional Industry Research
5.1.1 Packaged Software Market 2023-2030 ($M)
5.1.2 Management Software Market 2023-2030 ($M)
5.1.3 Application Software Market 2023-2030 ($M)
5.1.4 Performance Monitoring Software Market 2023-2030 ($M)
5.2 Service Market 2023-2030 ($M) - Regional Industry Research
5.2.1 Consulting & Development Services Market 2023-2030 ($M)
5.2.2 Training & Support Services Market 2023-2030 ($M)
5.2.3 Admin & Managed Services Market 2023-2030 ($M)
6.North America Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
6.1 BFSI Market 2023-2030 ($M) - Regional Industry Research
6.2 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
6.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
6.4 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
6.5 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
6.6 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
6.7 Energy & Utility Market 2023-2030 ($M) - Regional Industry Research
6.8 Transportation & SCM Market 2023-2030 ($M) - Regional Industry Research
6.9 IT & Telecommunication Market 2023-2030 ($M) - Regional Industry Research
6.10 Academia & Research Market 2023-2030 ($M) - Regional Industry Research
7.South America Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)
7.1 Solution Market 2023-2030 ($M) - Regional Industry Research
7.1.1 Packaged Software Market 2023-2030 ($M)
7.1.2 Management Software Market 2023-2030 ($M)
7.1.3 Application Software Market 2023-2030 ($M)
7.1.4 Performance Monitoring Software Market 2023-2030 ($M)
7.2 Service Market 2023-2030 ($M) - Regional Industry Research
7.2.1 Consulting & Development Services Market 2023-2030 ($M)
7.2.2 Training & Support Services Market 2023-2030 ($M)
7.2.3 Admin & Managed Services Market 2023-2030 ($M)
8.South America Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
8.1 BFSI Market 2023-2030 ($M) - Regional Industry Research
8.2 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
8.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
8.4 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
8.5 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
8.6 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
8.7 Energy & Utility Market 2023-2030 ($M) - Regional Industry Research
8.8 Transportation & SCM Market 2023-2030 ($M) - Regional Industry Research
8.9 IT & Telecommunication Market 2023-2030 ($M) - Regional Industry Research
8.10 Academia & Research Market 2023-2030 ($M) - Regional Industry Research
9.Europe Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)
9.1 Solution Market 2023-2030 ($M) - Regional Industry Research
9.1.1 Packaged Software Market 2023-2030 ($M)
9.1.2 Management Software Market 2023-2030 ($M)
9.1.3 Application Software Market 2023-2030 ($M)
9.1.4 Performance Monitoring Software Market 2023-2030 ($M)
9.2 Service Market 2023-2030 ($M) - Regional Industry Research
9.2.1 Consulting & Development Services Market 2023-2030 ($M)
9.2.2 Training & Support Services Market 2023-2030 ($M)
9.2.3 Admin & Managed Services Market 2023-2030 ($M)
10.Europe Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
10.1 BFSI Market 2023-2030 ($M) - Regional Industry Research
10.2 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
10.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
10.4 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
10.5 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
10.6 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
10.7 Energy & Utility Market 2023-2030 ($M) - Regional Industry Research
10.8 Transportation & SCM Market 2023-2030 ($M) - Regional Industry Research
10.9 IT & Telecommunication Market 2023-2030 ($M) - Regional Industry Research
10.10 Academia & Research Market 2023-2030 ($M) - Regional Industry Research
11.APAC Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)
11.1 Solution Market 2023-2030 ($M) - Regional Industry Research
11.1.1 Packaged Software Market 2023-2030 ($M)
11.1.2 Management Software Market 2023-2030 ($M)
11.1.3 Application Software Market 2023-2030 ($M)
11.1.4 Performance Monitoring Software Market 2023-2030 ($M)
11.2 Service Market 2023-2030 ($M) - Regional Industry Research
11.2.1 Consulting & Development Services Market 2023-2030 ($M)
11.2.2 Training & Support Services Market 2023-2030 ($M)
11.2.3 Admin & Managed Services Market 2023-2030 ($M)
12.APAC Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
12.1 BFSI Market 2023-2030 ($M) - Regional Industry Research
12.2 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
12.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
12.4 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
12.5 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
12.6 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
12.7 Energy & Utility Market 2023-2030 ($M) - Regional Industry Research
12.8 Transportation & SCM Market 2023-2030 ($M) - Regional Industry Research
12.9 IT & Telecommunication Market 2023-2030 ($M) - Regional Industry Research
12.10 Academia & Research Market 2023-2030 ($M) - Regional Industry Research
13.MENA Hadoop Big Data Analytics Market By Component Market 2023-2030 ($M)
13.1 Solution Market 2023-2030 ($M) - Regional Industry Research
13.1.1 Packaged Software Market 2023-2030 ($M)
13.1.2 Management Software Market 2023-2030 ($M)
13.1.3 Application Software Market 2023-2030 ($M)
13.1.4 Performance Monitoring Software Market 2023-2030 ($M)
13.2 Service Market 2023-2030 ($M) - Regional Industry Research
13.2.1 Consulting & Development Services Market 2023-2030 ($M)
13.2.2 Training & Support Services Market 2023-2030 ($M)
13.2.3 Admin & Managed Services Market 2023-2030 ($M)
14.MENA Hadoop Big Data Analytics Market By Vertical Market 2023-2030 ($M)
14.1 BFSI Market 2023-2030 ($M) - Regional Industry Research
14.2 Government & Defense Market 2023-2030 ($M) - Regional Industry Research
14.3 Healthcare & Life Sciences Market 2023-2030 ($M) - Regional Industry Research
14.4 Manufacturing Market 2023-2030 ($M) - Regional Industry Research
14.5 Retail & Consumer Goods Market 2023-2030 ($M) - Regional Industry Research
14.6 Media & Entertainment Market 2023-2030 ($M) - Regional Industry Research
14.7 Energy & Utility Market 2023-2030 ($M) - Regional Industry Research
14.8 Transportation & SCM Market 2023-2030 ($M) - Regional Industry Research
14.9 IT & Telecommunication Market 2023-2030 ($M) - Regional Industry Research
14.10 Academia & Research Market 2023-2030 ($M) - Regional Industry Research
LIST OF FIGURES
1.US Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)2.Canada Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
3.Mexico Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
4.Brazil Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
5.Argentina Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
6.Peru Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
7.Colombia Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
8.Chile Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
9.Rest of South America Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
10.UK Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
11.Germany Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
12.France Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
13.Italy Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
14.Spain Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
15.Rest of Europe Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
16.China Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
17.India Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
18.Japan Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
19.South Korea Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
20.South Africa Hadoop Big Data Analytics Market Revenue, 2023-2030 ($M)
21.North America Hadoop Big Data Analytics By Application
22.South America Hadoop Big Data Analytics By Application
23.Europe Hadoop Big Data Analytics By Application
24.APAC Hadoop Big Data Analytics By Application
25.MENA Hadoop Big Data Analytics By Application
26.Microsoft Corporation, Sales /Revenue, 2015-2018 ($Mn/$Bn)
27.Amazon Web Services, Sales /Revenue, 2015-2018 ($Mn/$Bn)
28.IBM Corporation, Sales /Revenue, 2015-2018 ($Mn/$Bn)
29.Teradata Corporation, Sales /Revenue, 2015-2018 ($Mn/$Bn)
30.Pentaho Corporation, Sales /Revenue, 2015-2018 ($Mn/$Bn)
31.Marklogic Corporation, Sales /Revenue, 2015-2018 ($Mn/$Bn)
32.SAP SE, Sales /Revenue, 2015-2018 ($Mn/$Bn)