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Big Data Analytics in Semiconductor & Electronics Market by Component (Software and Services), Analytics Tool (Dashboard & Data Visualization, Data Mining & Warehousing, Self-Service Tools, Reporting, and Others) Application (Customer Analytics, Supply Chain Analytics, ing Analytics, Pricing Analytics, Workforce Analytics, and Others), Usage (Sales &

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  • 446 Pages
  • September 2021
  • ICT & Media
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Big data and business analytics refer to the process of gathering useful information from large set of structured and unstructured data to discover hidden patterns and analyze real-time information. In addition, big data analytics is majorly adopted by analysts and business users for faster and better decision-making using data that is unstructured & previously inaccessible to improve operational efficiencies & productivity, yield management, and reduce costs in semiconductor & electronics industry. In the semiconductor and electronics industry, it offers various benefits such as risk management, product development & innovations, quicker & better decision-making within organizations, and improved customer experience.

Surge in adoption of big data analytics software by various organizations to facilitate enhanced & faster decision-making and to provide competitive advantage by analyzing and acting upon information in a timely manner significantly boosts the growth of the global big data analytics in semiconductor & electronics market. In addition, increase in demand for cloud-based big data analytics software enterprises positively impacts the growth of the market.

However, high implementation cost and dearth of skilled workforce are expected to hamper the market growth. On the contrary, rise in adoption of IoT devices coupled with the ongoing Industry 4.0 trend, increase in need to gain better insights for business planning, and surge in adoption of social media analytics tools are expected to offer remunerative opportunities for the expansion of the market during the forecast period. The global big data analytics in semiconductor & electronics market is segmented into component, end user, analytics tool, application, and region. In terms of component, the market is fragmented into software and services.

Depending on end user, it is bifurcated into semiconductor and electronics. On the basis of analytics tool, it is categorized into dashboard & data visualization, data mining & warehousing, self-service tools, reporting, and others. By application, it is segregated into customer analytics, supply chain analytics, marketing analytics, pricing analytics, workforce analytics, and others. By Usage, the market is segmented into sales & marketing, fault detection & classification, predictive maintenance, virtual meterology, process optimization, yield prediction, and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The key players profiled in the big data analytics in semiconductor & electronics market analysis are Amazon Web Services, Cisco systems, Inc., Dell EMC, Dr yield software & solutions GmbH, Galaxy semiconductor Inc., IBM corporation, Kx systems, Microsoft corporation, Onto innovation Inc., Optimalplus Ltd., Qualtera (Synopsys, Inc.), Rapidminer Inc., SAP SE, SAS Institute Inc., Splunk Inc., TIBCO Software Inc., XDM technology co., Ltd., and YieldHub. These players have adopted various strategies to increase their market penetration and strengthen their position in the industry.

KEY BENEFITS FOR STAKEHOLDERS

• The study provides an in-depth analysis of the big data analytics in semiconductor & electronics market along with current trends and future estimations to elucidate imminent investment pockets.

• Information about key drivers, restrains, and opportunities and their impact analysis on the market size is provided in the report.

• Porter’s five forces analysis illustrates the potency of buyers and suppliers operating in the industry.

• The quantitative analysis of big data analytics in semiconductor & electronics market for the period 2020–2030 is provided to determine the market potential.

KEY MARKET SEGMENTS

BY COMPONENT

• Software

• Services

BY END USER

• Semiconductor

• Electronics

BY ANALYTICS TOOL

• Dashboard & Data Visualization

• Self-service Tools

• Data Mining & Warehousing

• Reporting

• Others

BY APPLICATION

• Customer Analytics

• Supply Chain Analytics

• Marketing Analytics

• Pricing Analytics

• Workforce Analytics

• Others

BY USAGE

• Sales & Marketing

• Fault Detection & Classification

• Predictive Maintenance

• Virtual Meterology

• Process Optimization

• Yield Prediction

• Others

BY REGION

• North America

o U.S.

o Canada

• Europe

o UK

o Germany

o France

o Rest of Europe

• Asia-Pacific

o China

o India

o Japan

o Rest of Asia-Pacific

• LAMEA

o Latin America

o Middle East

o Africa

KEY MARKET PLAYERS

• Amazon Web Services

• Cisco systems, Inc.

• Dell EMC

• Dr yield software & solutions GmbH

• Galaxy semiconductor Inc.

• IBM corporation

• Kx systems

• Microsoft corporation

• Onto innovation Inc.

• Optimalplus Ltd.

• Qualtera (Synopsys, Inc.)

• Rapidminer Inc.

• SAP SE

• SAS Institute Inc.

• Splunk Inc.

• TIBCO software Inc.

• XDM technology co., Ltd.

• YieldHub

• exis Systems

CHAPTER 1:INTRODUCTION

1.1.REPORT DESCRIPTION

1.2.KEY BENEFITS FOR STAKEHOLDERS

1.3.KEY MARKET SEGMENTS

1.4.RESEARCH METHODOLOGY

1.4.1.Secondary research

1.4.2.Primary research

1.4.3.Analyst tools & models

CHAPTER 2:EXECUTIVE SUMMARY

2.1.KEY FINDINGS

2.1.1.Top impacting factors

2.1.2.Top investment pockets

2.2.CXO PERSPECTIVE

CHAPTER 3:MARKET OVERVIEW

3.1.MARKET DEFINITION AND SCOPE

3.2.KEY FORCES SHAPING GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET

3.3.CASE STUDY

3.3.1.Vestek chose Amazon Web Services (AWS) to run its Vestel Smart TV portal

3.3.2.Honeywell International Inc. adopted data and business analytics platform of Expedien Inc. to increase productivity, lower risk costs, accelerate growth, and lower risk of organizations

3.4.MARKET DYNAMICS

3.4.1.Drivers

3.4.1.1.Surge in adoption of big data analytics software by multiple organizations

3.4.1.2.Increase in demand for cloud-based big data analytics software

3.4.1.3.Numerous benefits provided by big data and business analytics solutions

3.4.2.Restraints

3.4.2.1.High implementation cost

3.4.2.2.Lack of skilled workforce

3.4.3.Opportunities

3.4.3.1.Emerging trends such as social media analytics

3.4.3.2.Increase in need to gain insights for business planning

3.4.3.3.Emerging advanced process control analytics applications and trends in semiconductor manufacturing facilities

3.4.3.4.Increase in adoption of IoT devices coupled with the ongoing Industry 4.0 trend

3.5.IMPACT OF GOVERNMENT REGULATIONS ON THE GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET

3.6.MARKET EVOLUTION/INDUSTRY ROADMAP

3.7.COVID-19 IMPACT ANALYSIS ON BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET

3.7.1.Impact on market size

3.7.2.Consumer trends, preferences, and budget impact

3.7.3.Economic impact

3.7.4.Strategies to tackle negative impact

3.7.5.Opportunity window

3.8.KEY FUTURE INITIATIVES

CHAPTER 4:BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY COMPONENT

4.1.OVERVIEW

4.2.SOFTWARE

4.2.1.Key market trends, growth factors, and opportunities

4.2.2.Market size and forecast, by region

4.2.3.Market analysis, by country

4.3.SERVICES

4.3.1.Key market trends, growth factors, and opportunities

4.3.2.Market size and forecast, by region

4.3.3.Market analysis, by country

CHAPTER 5:BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY END USER

5.1.OVERVIEW

5.2.SEMICONDUCTOR

5.2.1.Key market trends, growth factors, and opportunities

5.2.2.Market size and forecast, by region

5.2.3.Market analysis, by country

5.3.ELECTRONICS

5.3.1.Key market trends, growth factors, and opportunities

5.3.2.Market size and forecast, by region

5.3.3.Market analysis, by country

CHAPTER 6:BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY ANALYTICS TOOL

6.1.OVERVIEW

6.2.DASHBOARD & DATA VISUALIZATION

6.2.1.Key market trends, growth factors, and opportunities

6.2.2.Market size and forecast, by region

6.2.3.Market analysis, by country

6.3.REPORTING TOOLS

6.3.1.Key market trends, growth factors, and opportunities

6.3.2.Market size and forecast, by region

6.3.3.Market analysis, by country

6.4.SELF-SERVICE TOOLS

6.4.1.Key market trends, growth factors, and opportunities

6.4.2.Big data analytics in semiconductor & electronics market, by self-service tool type

6.4.2.1.Role-based dashboards

6.4.2.2.Data governance

6.4.2.3.Metadata management

6.4.2.4.Data mashup

6.4.2.5.Visual data exploration

6.4.3.Market size and forecast, by region

6.4.4.Market analysis, by country

6.5.DATA MINING & WAREHOUSING

6.5.1.Key market trends, growth factors, and opportunities

6.5.2.Market size and forecast, by region

6.5.3.Market analysis, by country

6.6.OTHERS

6.6.1.Key market trends, growth factors, and opportunities

6.6.2.Market size and forecast, by region

6.6.3.Market analysis, by country

CHAPTER 7:BIG DATA AND BUSINESS ANALYTICS SOFTWARE MARKET, BY APPLICATION

7.1.OVERVIEW

7.2.CUSTOMER ANALYTICS

7.2.1.Key market trends, growth factors, and opportunities

7.2.2.Market size and forecast, by region

7.2.3.Market analysis, by country

7.3.SUPPLY CHAIN ANALYTICS

7.3.1.Key market trends, growth factors, and opportunities

7.3.2.Market size and forecast, by region

7.3.3.Market analysis, by country

7.4.MARKETING ANALYTICS

7.4.1.Key market trends, growth factors, and opportunities

7.4.2.Market size and forecast, by region

7.4.3.Market analysis, by country

7.5.PRICING ANALYTICS

7.5.1.Key market trends, growth factors, and opportunities

7.5.2.Market size and forecast, by region

7.5.3.Market analysis, by country

7.6.WORKFORCE ANALYTICS

7.6.1.Key market trends, growth factors, and opportunities

7.6.2.Market size and forecast, by region

7.6.3.Market analysis, by country

7.7.OTHERS

7.7.1.Key market trends, growth factors, and opportunities

7.7.2.Market size and forecast, by region

7.7.3.Market analysis, by country

CHAPTER 8:BIG DATA AND BUSINESS ANALYTICS SOFTWAREMARKET, BY USAGE

8.1.OVERVIEW

8.2.SALES & MARKETING

8.2.1.Key market trends, growth factors, and opportunities

8.2.2.Market size and forecast, by region

8.2.3.Market analysis, by country

8.3.FAULT DETECTION & CLASSIFICATION

8.3.1.Key market trends, growth factors, and opportunities

8.3.2.Market size and forecast, by region

8.3.3.Market analysis, by country

8.4.PREDICTIVE MAINTENANCE

8.4.1.Key market trends, growth factors, and opportunities

8.4.2.Market size and forecast, by region

8.4.3.Market analysis, by country

8.5.VIRTUAL METEROLOGY

8.5.1.Key market trends, growth factors, and opportunities

8.5.2.Market size and forecast, by region

8.5.3.Market analysis, by country

8.6.PROCESS OPTIMIZATION

8.6.1.Key market trends, growth factors, and opportunities

8.6.2.Market size and forecast, by region

8.6.3.Market analysis, by country

8.7.YIELD PREDICTION

8.7.1.Key market trends, growth factors, and opportunities

8.7.2.Market size and forecast, by region

8.7.3.Market analysis, by country

8.8.OTHERS

8.8.1.Key market trends, growth factors, and opportunities

8.8.2.Market size and forecast, by region

8.8.3.Market analysis, by country

CHAPTER 9:BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET, BY REGION

9.1.OVERVIEW

9.1.1.Market size and forecast, by region

9.2.NORTH AMERICA

9.2.1.Key market trends, growth factors, and opportunities

9.2.2.Market size and forecast, by component

9.2.3.Market size and forecast, by end user

9.2.4.Market size and forecast, by analytics tool

9.2.5.Market size and forecast, by application

9.2.6.Market size and forecast, by usage

9.2.7.Market analysis, by country

9.2.7.1.U.S.

9.2.7.1.1.Market size and forecast, by component

9.2.7.1.2.Market size and forecast, by end user

9.2.7.1.3.Market size and forecast, by analytics tool

9.2.7.1.4.Market size and forecast, by application

9.2.7.1.5.Market size and forecast, by usage

9.2.7.2.Canada

9.2.7.2.1.Market size and forecast, by component

9.2.7.2.2.Market size and forecast, by end user

9.2.7.2.3.Market size and forecast, by analytics tool

9.2.7.2.4.Market size and forecast, by application

9.2.7.2.5.Market size and forecast, by usage

9.3.EUROPE

9.3.1.Key market trends, growth factors, and opportunities

9.3.2.Market size and forecast, by component

9.3.3.Market size and forecast, by end user

9.3.4.Market size and forecast, by analytics tool

9.3.5.Market size and forecast, by application

9.3.6.Market size and forecast, by usage

9.3.7.Market analysis, by country

9.3.7.1.UK

9.3.7.1.1.Market size and forecast, by component

9.3.7.1.2.Market size and forecast, by end user

9.3.7.1.3.Market size and forecast, by analytics tool

9.3.7.1.4.Market size and forecast, by application

9.3.7.1.5.Market size and forecast, by usage

9.3.7.2.Germany

9.3.7.2.1.Market size and forecast, by component

9.3.7.2.2.Market size and forecast, by end user

9.3.7.2.3.Market size and forecast, by analytics tool

9.3.7.2.4.Market size and forecast, by application

9.3.7.2.5.Market size and forecast, by usage

9.3.7.3.France

9.3.7.3.1.Market size and forecast, by component

9.3.7.3.2.Market size and forecast, by end user

9.3.7.3.3.Market size and forecast, by analytics tool

9.3.7.3.4.Market size and forecast, by application

9.3.7.3.5.Market size and forecast, by usage

9.3.7.4.Rest of Europe

9.3.7.4.1.Market size and forecast, by component

9.3.7.4.2.Market size and forecast, by end user

9.3.7.4.3.Market size and forecast, by analytics tool

9.3.7.4.4.Market size and forecast, by application

9.3.7.4.5.Market size and forecast, by usage

9.4.ASIA-PACIFIC

9.4.1.Key market trends, growth factors, and opportunities

9.4.2.Market size and forecast, by component

9.4.3.Market size and forecast, by end user

9.4.4.Market size and forecast, by analytics tool

9.4.5.Market size and forecast, by application

9.4.6.Market size and forecast, by usage

9.4.7.Market analysis, by country

9.4.7.1.China

9.4.7.1.1.Market size and forecast, by component

9.4.7.1.2.Market size and forecast, by end user

9.4.7.1.3.Market size and forecast, by analytics tool

9.4.7.1.4.Market size and forecast, by application

9.4.7.1.5.Market size and forecast, by usage

9.4.7.2.India

9.4.7.2.1.Market size and forecast, by component

9.4.7.2.2.Market size and forecast, by end user

9.4.7.2.3.Market size and forecast, by analytics tool

9.4.7.2.4.Market size and forecast, by application

9.4.7.2.5.Market size and forecast, by usage

9.4.7.3.Japan

9.4.7.3.1.Market size and forecast, by component

9.4.7.3.2.Market size and forecast, by end user

9.4.7.3.3.Market size and forecast, by analytics tool

9.4.7.3.4.Market size and forecast, by application

9.4.7.3.5.Market size and forecast, by usage

9.4.7.4.Rest of Asia-Pacific

9.4.7.4.1.Market size and forecast, by component

9.4.7.4.2.Market size and forecast, by end user

9.4.7.4.3.Market size and forecast, by analytics tool

9.4.7.4.4.Market size and forecast, by application

9.4.7.4.5.Market size and forecast, by usage

9.5.LAMEA

9.5.1.Key market trends, growth factors, and opportunities

9.5.2.Market size and forecast, by component

9.5.3.Market size and forecast, by end user

9.5.4.Market size and forecast, by analytics tool

9.5.5.Market size and forecast, by application

9.5.6.Market size and forecast, by usage

9.5.7.Market analysis, by country

9.5.7.1.Latin America

9.5.7.1.1.Market size and forecast, by component

9.5.7.1.2.Market size and forecast, by end user

9.5.7.1.3.Market size and forecast, by analytics tool

9.5.7.1.4.Market size and forecast, by application

9.5.7.1.5.Market size and forecast, by usage

9.5.7.2.Middle East

9.5.7.2.1.Market size and forecast, by component

9.5.7.2.2.Market size and forecast, by end user

9.5.7.2.3.Market size and forecast, by analytics tool

9.5.7.2.4.Market size and forecast, by application

9.5.7.2.5.Market size and forecast, by usage

9.5.7.3.Africa

9.5.7.3.1.Market size and forecast, by component

9.5.7.3.2.Market size and forecast, by end user

9.5.7.3.3.Market size and forecast, by analytics tool

9.5.7.3.4.Market size and forecast, by application

9.5.7.3.5.Market size and forecast, by usage

CHAPTER 10:COMPETITIVE LANDSCAPE

10.1.KEY PLAYERS POSITIONING ANALYSIS, 2020

10.2.SPENDING ANALYSIS: MAJOR SEMICONDUCTOR COMPANIES

10.2.1.Intel

10.2.2.Samsung

10.2.3.TSMC

10.2.4.SK Hynix

10.2.5.Micron Technology

10.2.6.Qualcomm

10.2.7.Broadcom

10.2.8.Nvidia

10.2.9.Texas Instruments

10.2.10.NXP Semiconductors

10.3.COMPETITIVE DASHBOARD

10.4.TOP WINNING STRATEGIES

10.5.KEY DEVELOPMENTS

10.5.1.Partnership

10.5.2.Collaboration

10.5.3.Acquisition

10.5.4.Product development

10.5.5.Business Expansion

10.5.6.Agreement

CHAPTER 11:COMPANY PROFILES

11.1.AMAZON WEB SERVICES, INC.

11.1.1.Company overview

11.1.2.Key executives

11.1.3.Company snapshot

11.1.4.Operating business segments

11.1.5.Product portfolio

11.1.6.Business performance

11.1.7.Key strategic moves and developments

11.2.CISCO SYSTEMS, INC.

11.2.1.Company overview

11.2.2.Key executives

11.2.3.Company snapshot

11.2.4.Operating business segments

11.2.5.Product portfolio

11.2.6.R&D expenditure

11.2.7.Business performance

11.2.8.Key strategic moves and developments

11.3.DELL EMC

11.3.1.Company overview

11.3.2.Key executive

11.3.3.Company snapshot

11.3.4.Operating business segments

11.3.5.Product portfolio

11.3.6.R&D expenditure

11.3.7.Business performance

11.3.8.Key strategic moves and developments

11.4.DR YIELD SOFTWARE AND SOLUTION GMBH

11.4.1.Company overview

11.4.2.Key executive

11.4.3.Company snapshot

11.4.4.Product portfolio

11.4.5.Key strategic moves and developments

11.4.6.Strategic analysis

11.5.GALAXY SEMICONDUCTOR INC.

11.5.1.Company overview

11.5.2.Key executive

11.5.3.Company snapshot

11.5.4.portfolio

11.5.5.Business performance

11.5.6.Key strategic moves and developments

11.5.7.Strategic analysis

11.6.INTERNATIONAL BUSINESS MACHINES CORPORATION

11.6.1.Company overview

11.6.2.Key executive

11.6.3.Company snapshot

11.6.4.Operating business segments

11.6.5.Product portfolio

11.6.6.R&D expenditure

11.6.7.Business performance

11.6.8.Key strategic moves and developments

11.7.KX SYSTEMS

11.7.1.Company overview

11.7.2.Key executive

11.7.3.Company snapshot

11.7.4.Operating business segments

11.7.5.Product portfolio

11.7.6.R&D expenditure

11.7.7.Business performance

11.7.8.Key strategic moves and developments

11.8.MICROSOFT CORPORATION

11.8.1.Company overview

11.8.2.Key executives

11.8.3.Company snapshot

11.8.4.Operating business segments

11.8.5.Product portfolio

11.8.6.R&D expenditure

11.8.7.Business performance

11.8.8.Key strategic moves and developments

11.9.ONTO INNOVATION, INC.

11.9.1.Company overview

11.9.2.Key executive

11.9.3.Company snapshot

11.9.4.Operating business segments

11.9.5.Product portfolio

11.9.6.R&D expenditure

11.9.7.Business performance

11.9.8.Key strategic moves and developments

11.10.OPTIMALPLUS

11.10.1.Company overview

11.10.2.Key executive

11.10.3.Company snapshot

11.10.4.Operating business segments

11.10.5.Product portfolio

11.10.6.R&D expenditure

11.10.7.Business performance

11.10.8.Key strategic moves and developments

11.10.9.Strategic analysis

11.11.QUALTERA INC.

11.11.1.Company overview

11.11.2.Key executive

11.11.3.Company snapshot

11.11.4.Operating business segments

11.11.5.Product portfolio

11.11.6.R&D expenditure

11.11.7.Business performance

11.11.8.Key strategic moves and developments

11.11.9.Strategic analysis

11.12.RAPIDMINER INC.

11.12.1.Company overview

11.12.2.Key executive

11.12.3.Company snapshot

11.12.4.Product portfolio

11.12.5.Key strategic moves and developments

11.12.6.Strategic analysis

11.13.SAP SE

11.13.1.Company overview

11.13.2.Key executive

11.13.3.Company snapshot

11.13.4.Product portfolio

11.13.5.R&D expenditure

11.13.6.Business performance

11.13.7.Key strategic moves and developments

11.14.SAS INSTITUTE INC.

11.14.1.Company overview

11.14.2.Key executive

11.14.3.Company snapshot

11.14.4.Product portfolio

11.14.5.Key strategic moves and developments

11.15.SPLUNK INC.

11.15.1.Company overview

11.15.2.Key executive

11.15.3.Company snapshot

11.15.4.Product portfolio

11.15.5.R&D expenditure

11.15.6.Business performance

11.15.7.Key strategic moves and developments

11.16.TIBCO SOFTWARE INC.

11.16.1.Company overview

11.16.2.Key executive

11.16.3.Company snapshot

11.16.4.Product portfolio

11.16.5.Key strategic moves and developments

11.17.XDM TECHNOLOGY CO. LTD.

11.17.1.Company overview

11.17.2.Company snapshot

11.17.3.Product portfolio

11.17.4.Strategic analysis

11.18.YIELDHUB

11.18.1.Company overview

11.18.2.Key executive

11.18.3.Company snapshot

11.18.4.Product portfolio

11.18.5.Key strategic moves and developments

11.18.6.Strategic analysis

LIST OF TABLES

TABLE 01.GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 02.BIG DATA ANALYTICS SOFTWARE IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY REGION, 2020–2030 ($MILLION)

TABLE 03.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET SERVICE REVENUE, BY REGION, 2020–2030 ($MILLION)

TABLE 04.GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020-2030 ($MILLION)

TABLE 05.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET FOR SEMICONDUCTOR, BY REGION, 2020–2030 ($MILLION)

TABLE 06.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, FOR ELECTRONICS, BY REGION, 2020-2030 ($MILLION)

TABLE 07.GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 08.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR DASHBOARD & DATA VISUALIZATION, BY REGION, 2020–2030 ($MILLION)

TABLE 09.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR REPORTING TOOLS, BY REGION, 2020–2030 ($MILLION)

TABLE 10.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR SELF-SERVICE TOOLS, BY REGION, 2020–2030 ($MILLION)

TABLE 11.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR DATA MINING & WAREHOUSING, BY REGION, 2020–2030 ($MILLION)

TABLE 12.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR OTHERS, BY REGION, 2020–2030 ($MILLION)

TABLE 13.GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020-2030 ($MILLION)

TABLE 14.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR CUSTOMER ANALYTICS, BY REGION, 2020-2030 ($MILLION)

TABLE 15.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR SUPPLY CHAIN ANALYTICS, BY REGION, 2020-2030 ($MILLION)

TABLE 16.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR MARKETING ANALYTICS, BY REGION, 2020-2030 ($MILLION)

TABLE 17.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR OF PRICING ANALYTICS, BY REGION, 2020-2030 ($MILLION)

TABLE 18.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR WORKFORCE ANALYTICS, BY REGION, 2020-2030 ($MILLION)

TABLE 19.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR OTHERS, BY REGION, 2020-2030 ($MILLION)

TABLE 20.GLOBAL BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020-2030 ($MILLION)

TABLE 21.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR SALES & MARKETING, BY REGION, 2020-2030 ($MILLION)

TABLE 22.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR FAULT DETECTION & CLASSIFICATION, BY REGION, 2020-2030 ($MILLION)

TABLE 23.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR PREDICTIVE MAINTENANCE, BY REGION, 2020-2030 ($MILLION)

TABLE 24.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR VIRTUAL METEROLOGY, BY REGION, 2020-2030 ($MILLION)

TABLE 25.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR PROCESS OPTIMIZATION, BY REGION, 2020-2030 ($MILLION)

TABLE 26.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR YIELD PREDICTION, BY REGION, 2020-2030 ($MILLION)

TABLE 27.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE FOR OTHERS, BY REGION, 2020-2030 ($MILLION)

TABLE 28.BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY REGION, 2020–2030 ($MILLION)

TABLE 29.NORTH AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 30.NORTH AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 31.NORTH AMERICA BIG DATA AND BUSINESS ANALYTICS SOFWARE MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 32.NORTH AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 33.NORTH AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 34.NORTH AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)

TABLE 35.U.S. BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 36.U.S. BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 37.U.S. BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 38.U.S. BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 39.U.S. BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 40.CANADA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 41.CANADA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 42.CANADA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 43.CANADA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 44.CANADA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 45.EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 46.EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 47.EUROPE BIG DATA AND BUSINESS ANALYTICS SOFWARE MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 48.EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 49.EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 50.EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)

TABLE 51.UK BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 52.UK BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 53.UK BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 54.UK BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 55.UK BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 56.GERMANY BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 57.GERMANY BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 58.GERMANY BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 59.GERMANY BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 60.GERMANY BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 61.FRANCE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 62.FRANCE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 63.FRANCE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 64.FRANCE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 65.FRANCE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 66.REST OF EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 67.REST OF EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 68.REST OF EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 69.REST OF EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 70.REST OF EUROPE BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 71.ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 72.ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 73.ASIA-PACIFIC BIG DATA AND BUSINESS ANALYTICS SOFWARE MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 74.ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 75.ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 76.ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)

TABLE 77.CHINA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 78.CHINA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 79.CHINA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 80.CHINA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 81.CHINA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 82.INDIA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 83.INDIA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 84.INDIA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 85.INDIA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 86.INDIA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 87.JAPAN BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 88.JAPAN BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 89.JAPAN BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 90.JAPAN BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 91.JAPAN BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 92.REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 93.REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 94.REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 95.REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 96.REST OF ASIA-PACIFIC BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 97.LAMEA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 98.LAMEA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 99.LAMEA BIG DATA AND BUSINESS ANALYTICS SOFWARE MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 100.LAMEA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 101.LAMEA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 102.LAMEA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COUNTRY, 2020–2030 ($MILLION)

TABLE 103.LATIN AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 104.LATIN AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 105.LATIN AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 106.LATIN AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 107.LATIN AMERICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 108.MIDDLE EAST BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 109.MIDDLE EAST BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 110.MIDDLE EAST BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 111.MIDDLE EAST BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 112.MIDDLE EAST BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 113.AFRICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY COMPONENT, 2020–2030 ($MILLION)

TABLE 114.AFRICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY END USER, 2020–2030 ($MILLION)

TABLE 115.AFRICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY ANALYTICS TOOL, 2020–2030 ($MILLION)

TABLE 116.AFRICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY APPLICATION, 2020–2030 ($MILLION)

TABLE 117.AFRICA BIG DATA ANALYTICS IN SEMICONDUCTOR & ELECTRONICS MARKET REVENUE, BY USAGE, 2020–2030 ($MILLION)

TABLE 118.KEY NEW PRODUCT LAUNCHES (2017-2020)

TABLE 119.PARTNERSHIP (2017-2020)

TABLE 120.COLLABORATION (2017-2020)

TABLE 121.ACQUISITION (2017-2020)

TABLE 122.PRODUCT DEVELOPMENT (2017-2020)

TABLE 123.BUSINESS EXPANSION (2017-2020)

TABLE 124.AGREEMENT (2017-2020)

TABLE 125.AMAZON WEB SERVICES, INC.: KEY EXECUTIVE

TABLE 126.AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT

TABLE 127.AMAZON.COM, INC.: OPERATING SEGMENTS

TABLE 128.AMAZON WEB SERVICES, INC.: PRODUCT PORTFOLIO

TABLE 129.CISCO SYSTEMS, INC.: KEY EXECUTIVE

TABLE 130.CISCO SYSTEMS, INC.: COMPANY SNAPSHOT

TABLE 131.CISCO SYSTEMS, INC.: OPERATING SEGMENTS

TABLE 132.CISCO SYSTEMS, INC.: PRODUCT PORTFOLIO

TABLE 133.DELL TECHNOLOGIES: KEY EXECUTIVE

TABLE 134.DELL EMC: COMPANY SNAPSHOT

TABLE 135.DELL TECHNOLOGIES: OPERATING SEGMENTS

TABLE 136.DELL EMC: PRODUCT PORTFOLIO

TABLE 137.DR YIELD SOFTWARE AND SOLUTION GMBH: KEY EXECUTIVE

TABLE 138.DR YIELD SOFTWARE AND SOLUTION GMBH: COMPANY SNAPSHOT

TABLE 139.DR YIELD SOFTWARE AND SOLUTION GMBH: PRODUCT PORTFOLIO

TABLE 140.GALAXY SEMICONDUCTOR INC.: KEY EXECUTIVES

TABLE 141.GALAXY SEMICONDUCTOR INC.: COMPANY SNAPSHOT

TABLE 142.GALAXY SEMICONDUCTOR INC.: PRODUCT PORTFOLIO

TABLE 143.INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVE

TABLE 144.INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT

TABLE 145.INTERNATIONAL BUSINESS MACHINES CORPORATION: OPERATING SEGMENTS

TABLE 146.INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO

TABLE 147.KX SYSTEMS, INC.: KEY EXECUTIVE

TABLE 148.KX SYSTEMS, INC.: COMPANY SNAPSHOT

TABLE 149.KX SYSTEMS, INC.: REVENUE STREAMS

TABLE 150.KX SYSTEMS, INC.: PRODUCT PORTFOLIO

TABLE 151.MICROSOFT CORPORATION: KEY EXECUTIVE

TABLE 152.MICROSOFT CORPORATION: COMPANY SNAPSHOT

TABLE 153.MICROSOFT CORPORATION: OPERATING SEGMENTS

TABLE 154.MICROSOFT CORPORATION: PRODUCT PORTFOLIO

TABLE 155.ONTO INNOVATION, INC.: KEY EXECUTIVE

TABLE 156.ONTO INNOVATION, INC.: COMPANY SNAPSHOT

TABLE 157.ONTO INNOVATION, INC : OPERATING SEGMENTS

TABLE 158.ONTO INNOVATION: PRODUCT PORTFOLIO

TABLE 159.OPTIMALPLUS LTD.: KEY EXECUTIVE

TABLE 160.OPTIMALPLUS LTD.: COMPANY SNAPSHOT

TABLE 161.OPTIMALPLUS LTD.: OPERATING SEGMENTS

TABLE 162.OPTIMALPLUS LTD.: PRODUCT PORTFOLIO

TABLE 163.QUALTERA: KEY EXECUTIVE

TABLE 164.QUALTERA INC.: COMPANY SNAPSHOT

TABLE 165.SYNOPSYS INC.: OPERATING SEGMENTS

TABLE 166.QUALTERA INC.: PRODUCT PORTFOLIO

TABLE 167.RAPIDMINER, INC.: KEY EXECUTIVE

TABLE 168.RAPIDMINER, INC.: COMPANY SNAPSHOT

TABLE 169.RAPIDMINER, INC.: PRODUCT PORTFOLIO

TABLE 170.RAPIDMINER, INC.: KEY STRATEGIC MOVES AND DEVELOPMENTS

TABLE 171.SAP SE: KEY EXECUTIVE

TABLE 172.SAP SE: COMPANY SNAPSHOT

TABLE 173.SAP SE: PRODUCT PORTFOLIO

TABLE 174.SAS INSTITUTE INC.: KEY EXECUTIVE

TABLE 175.SAS INSTITUTE INC.: COMPANY SNAPSHOT

TABLE 176.SAS INSTITUTE INC.: PRODUCT PORTFOLIO

TABLE 177.SPLUNK INC.: KEY EXECUTIVE

TABLE 178.SPLUNK INC.: COMPANY SNAPSHOT

TABLE 179.SPLUNK INC.: PRODUCT PORTFOLIO

TABLE 180.SPLUNK INC.: KEY STRATEGIC MOVES AND DEVELOPMENTS

TABLE 181.TIBCO SOFTWARE INC.: KEY EXECUTIVE

TABLE 182.TIBCO SOFTWARE INC.: COMPANY SNAPSHOT

TABLE 183.TIBCO SOFTWARE INC.: PRODUCT PORTFOLIO

TABLE 184.XDM TECHNOLOGY CO. LTD..: COMPANY SNAPSHOT

TABLE 185.XDM TECHNOLOGY CO. LTD..: PRODUCT PORTFOLIO

TABLE 186.YIELDHUB: KEY EXECUTIVE

TABLE 187.YIELDHUB: COMPANY SNAPSHOT

TABLE 188.YIELDHUB: PRODUCT PORTFOLIO

 
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