GLOBAL IN-MEMORY ANALYTICS MARKET FORECAST 2021-2028

As per the research conducted by Inkwood Research, the global in-memory analytics market is projected to register a CAGR of 22.92%, and is anticipated to generate revenue of $11516 million by 2028. The base year considered for the market study is 2020, while the forecast years are from 2021 to 2028.
global-in-memory-analytics-market

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In-memory analytics is characterized by advancements in data analytics and BI. It helps companies process large quantities of data with high speed, by using RAM or flash memory. Processing using memory is relatively more beneficial than the disk-based approach, since the access speed increases over 10,000 times. In-memory analytics is used in BFSI, IT & telecom, retail, and many other sectors. Moreover, the demand for in-memory analytics is anticipated to grow with the increasing popularity of in-memory analytics in sales and marketing management, supply chain management and operations, as well as fraud and security management.

Key factors propelling the global in-memory analytics market growth:

  • Rapid processing of data
  • Rising trend of BI tools
  • Growth in the generation of data
    • Due to extensive digitization across all industries, a large quantum of data is generated on a daily basis.
    • This has led to an increase in the need to handle the growing data.
    • The use of in-memory analytics, along with data analytics and BI tools, is beneficial in terms of managing the data efficiently.
  • In-memory analytics provide better insights

Major growth restraining factors:

  • Limited expertise
  • System limitation
    • In-memory analytics involves a lot of RAM or flash memory to cater to the needs of large datasets.
    • This results in the pressure of system limitation on the enterprises, to continually maintain optimum levels of memory requirement.

The report scope of the global in-memory analytics market includes segmentation analysis based on component, deployment, organization size, application, and end-user. These segments are further classified to provide a detailed analysis of the studied market.

Market by End-User:

  • IT and Telecommunication
    • IT and telecommunication is one of the largest end-users, within the global in-memory analytics market.
    • Rapid growth in data due to the enormous and fast digitization of services and businesses will further accelerate the adoption of in-memory analytics, across the IT and telecommunication industry.
  • BFSI
  • Retail & Ecommerce
  • Media & Entertainment
  • Manufacturing
  • Healthcare & Life Sciences
  • Government & Defense
  • Other End-Users

Geographically, the global in-memory analytics market has been segmented based on four major regions, which includes:

  • North America: The United States and Canada
    • North America is the largest contributor to the global in-memory analytics market, in terms of revenue share.
    • The presence of numerous globally well-known organizations and increased investments in data analytics has helped the region widely adopt in-memory analytics.
  • Europe: Germany, the United Kingdom, Italy, France, Belgium, Russia, Poland, and Rest of Europe
  • Asia Pacific: India, China, Japan, South Korea, Indonesia, Thailand, Singapore, Australia & New Zealand, and Rest of Asia Pacific
  • Rest of World: Latin America, the Middle East & Africa

The major market players operating in the global in-memory analytics market: 

  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services Inc
  • SAS Institute
  • SAP SE
  • Others

Key strategies adopted by some of the global in-memory analytics companies:

In December 2019, in-memory real-time analytics processing platform InsightEdge developer, GigSpaces, launched GigaSpaces version 15.0 to optimize and operationalize machine learning, with speed and accuracy.

Key findings of the global in-memory analytics market:

  • The on-premise segment is set to dominate the deployment category.
  • Retail & ecommerce is the fastest-growing end-user across the global in-memory analytics market.
  • Large enterprises are the largest contributor to the global in-memory analytics market.
  • Fraud & security management is set to be the leading application during the forecast period.

 

Frequently Asked Questions & Answers (FAQ):

  • What is in-memory analytics?

A: In-memory analytics involves using RAM or flash memory to process large sets of data with higher speed, as compared to disk-based processing.

  • Which is the dominating application in the in-memory analytics market?

A: Sales & marketing management is the dominating application in the in-memory analytics market.

  • Which is the fastest-growing component in the in-memory analytics market?

A: Services is the fastest-growing component in the in-memory analytics market.

TABLE OF CONTENTS
  1. RESEARCH SCOPE & METHODOLOGY
    1. STUDY OBJECTIVES
    2. SCOPE OF STUDY
    3. METHODOLOGY
    4. ASSUMPTIONS & LIMITATIONS
  2. EXECUTIVE SUMMARY
    1. MARKET SIZE & ESTIMATES
    2. MARKET OVERVIEW
  3. MARKET DYNAMICS
    1. PARENT MARKET ANALYSIS - ICT
    2. MARKET SCOPE
    3.    KEY DRIVERS
      1. GROWTH IN THE GENERATION OF DATA
      2. RAPID PROCESSING OF DATA
      3. RISING TREND OF BI TOOLS
      4. IN-MEMORY ANALYTICS PROVIDE BETTER INSIGHTS
    4.    KEY RESTRAINTS
      1. LIMITED EXPERTISE
      2. SYSTEM LIMITATION
  4. KEY ANALYTICS
    1. IMPACT OF COVID-19 ON IN-MEMORY ANALYTICS MARKET
    2. KEY INVESTMENT INSIGHTS
    3.    PORTER’S FIVE FORCE ANALYSIS
      1. BUYER POWER
      2. SUPPLIER POWER
      3. SUBSTITUTION
      4. NEW ENTRANTS
      5. INDUSTRY RIVALRY
    4. OPPORTUNITY MATRIX
    5. VENDOR LANDSCAPE
  5. MARKET BY DEPLOYMENT
    1. ON-PREMISE DEPLOYMENT
    2. CLOUD DEPLOYMENT
  6. MARKET BY END-USER
    1. IT AND TELECOMMUNICATION
    2. BFSI
    3. RETAIL & E-COMMERCE
    4. HEALTHCARE
    5. GOVERNMENT & DEFENSE
    6. MEDIA & ENTERTAINMENT
    7. MANUFACTURING
    8. OTHER END-USERS
  7. MARKET BY ORGANIZATION SIZE
    1. LARGE ENTERPRISES
    2. SMALL AND MEDIUM ENTERPRISES
  8. MARKET BY APPLICATION
    1. SALES & MARKETING MANAGEMENT
    2. SUPPLY CHAIN MANAGEMENT & OPERATIONS
    3. RISK & COMPLIANCE MANAGEMENT
    4. PREDICTIVE ASSET MAINTENANCE
    5. FRAUD & SECURITY MANAGEMENT
    6. OTHER APPLICATIONS
  9. MARKET BY COMPONENT
    1. SOLUTION
    2. SERVICES
  10. GEOGRAPHICAL ANALYSIS
    1.    NORTH AMERICA
      1. MARKET SIZE & ESTIMATES
      2. KEY GROWTH ENABLERS
      3. KEY CHALLENGES
      4. KEY PLAYERS
      5.    COUNTRY ANALYSIS
        1. UNITED STATES
        2. CANADA
    2.     EUROPE
      1. MARKET SIZE & ESTIMATES
      2. KEY GROWTH ENABLERS
      3. KEY CHALLENGES
      4. KEY PLAYERS
      5.    COUNTRY ANALYSIS
        1. UNITED KINGDOM
        2. GERMANY
        3. FRANCE
        4. ITALY
        5. RUSSIA
        6. BELGIUM
        7. POLAND
        8. REST OF EUROPE
    3.     ASIA PACIFIC
      1. MARKET SIZE & ESTIMATES
      2. KEY GROWTH ENABLERS
      3. KEY CHALLENGES
      4. KEY PLAYERS
      5.    COUNTRY ANALYSIS
        1. CHINA
        2. JAPAN
        3. INDIA
        4. SOUTH KOREA
        5. INDONESIA
        6. THAILAND
        7. SINGAPORE
        8. AUSTRALIA & NEW ZEALAND
        9. REST OF ASIA PACIFIC
    4.     REST OF WORLD
      1. MARKET SIZE & ESTIMATES
      2. KEY GROWTH ENABLERS
      3. KEY CHALLENGES
      4. KEY PLAYERS
      5.    COUNTRY ANALYSIS
        1. LATIN AMERICA
        2. MIDDLE EAST & AFRICA
  11. COMPETITIVE LANDSCAPE
    1.    KEY STRATEGIC DEVELOPMENTS
      1. MERGER & ACQUISITIONS
      2. PRODUCT LAUNCH & DEVELOPMENTS
      3. PARTNERSHIP, CONTRACT/AGREEMENT & COLLABORATION
      4. BUSINESS EXPANSION
    2.    COMPANY PROFILE
      1. IBM CORPORATION
      2. MICROSOFT CORPORATION
      3. AMAZON WEB SERVICES INC
      4. SAS INSTITUTE
      5. SAP SE
      6. SOFTWARE AG
      7. HITACHI LTD
      8. ALTIBASE CORPORATION
      9. ORACLE CORPORATION
      10. GRIDGAIN SYSTEMS INC
      11. GIGASPACES TECHNOLOGIES INC
      12. DATASTAX INC
LIST OF TABLES

TABLE 1: MARKET SNAPSHOT – IN-MEMORY ANALYTICS

TABLE 2: GLOBAL IN-MEMORY ANALYTICS MARKET, BY DEPLOYMENT, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 3: GLOBAL IN-MEMORY ANALYTICS MARKET, BY DEPLOYMENT, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 4: GLOBAL ON-PREMISE DEPLOYMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 5: GLOBAL ON-PREMISE DEPLOYMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 6: GLOBAL CLOUD DEPLOYMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 7: GLOBAL CLOUD DEPLOYMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 8: GLOBAL IN-MEMORY ANALYTICS MARKET, BY END-USER, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 9: GLOBAL IN-MEMORY ANALYTICS MARKET, BY END-USER, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 10: GLOBAL IT AND TELECOMMUNICATION MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 11: GLOBAL IT AND TELECOMMUNICATION MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 12: GLOBAL BFSI MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 13: GLOBAL BFSI MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 14: GLOBAL RETAIL MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 15: GLOBAL RETAIL MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 16: GLOBAL HEALTHCARE MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 17: GLOBAL HEALTHCARE MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 18: GLOBAL GOVERNMENT & DEFENSE MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 19: GLOBAL GOVERNMENT & DEFENSE MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 20: GLOBAL MEDIA & ENTERTAINMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 21: GLOBAL MEDIA & ENTERTAINMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 22: GLOBAL MANUFACTURING MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 23: GLOBAL MANUFACTURING MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 24: GLOBAL OTHER END-USERS MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 25: GLOBAL OTHER END-USERS MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 26: GLOBAL IN-MEMORY ANALYTICS MARKET, BY ORGANIZATION SIZE, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 27: GLOBAL IN-MEMORY ANALYTICS MARKET, BY ORGANIZATION SIZE, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 28: GLOBAL LARGE ENTERPRISES MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 29: GLOBAL LARGE ENTERPRISES MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 30: GLOBAL SMALL AND MEDIUM ENTERPRISES MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 31: GLOBAL SMALL AND MEDIUM ENTERPRISES MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 32: GLOBAL IN-MEMORY ANALYTICS MARKET, BY APPLICATION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 33: GLOBAL IN-MEMORY ANALYTICS MARKET, BY APPLICATION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 34: GLOBAL SALES & MARKETING MANAGEMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 35: GLOBAL SALES & MARKETING MANAGEMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 36: GLOBAL SUPPLY CHAIN MANAGEMENT & OPERATIONS MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 37: GLOBAL SUPPLY CHAIN MANAGEMENT & OPERATIONS MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 38: GLOBAL RISK & COMPLIANCE MANAGEMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 39: GLOBAL RISK & COMPLIANCE MANAGEMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 40: GLOBAL PREDICTIVE ASSET MAINTENANCE MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 41: GLOBAL PREDICTIVE ASSET MAINTENANCE MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 42: GLOBAL FRAUD & SECURITY MANAGEMENT MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 43: GLOBAL FRAUD & SECURITY MANAGEMENT MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 44: GLOBAL OTHER APPLICATIONS MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 45: GLOBAL OTHER APPLICATIONS MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 46: GLOBAL IN-MEMORY ANALYTICS MARKET, BY COMPONENT, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 47: GLOBAL IN-MEMORY ANALYTICS MARKET, BY COMPONENT, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 48: GLOBAL SOLUTION MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 49: GLOBAL SOLUTION MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 50: GLOBAL SERVICES MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 51: GLOBAL SERVICES MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 52: GLOBAL IN-MEMORY ANALYTICS MARKET, BY GEOGRAPHY, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 53: GLOBAL IN-MEMORY ANALYTICS MARKET, BY GEOGRAPHY, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 54: NORTH AMERICA IN-MEMORY ANALYTICS MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 55: NORTH AMERICA IN-MEMORY ANALYTICS MARKET, BY COUNTRY, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 56: EUROPE IN-MEMORY ANALYTICS MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 57: EUROPE IN-MEMORY ANALYTICS MARKET, BY COUNTRY, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 58: ASIA PACIFIC IN-MEMORY ANALYTICS MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 59: ASIA PACIFIC IN-MEMORY ANALYTICS MARKET, BY COUNTRY, FORECAST YEARS, 2021-2028 (IN $ MILLION)

TABLE 60: REST OF WORLD IN-MEMORY ANALYTICS MARKET, BY REGION, HISTORICAL YEARS, 2016-2020 (IN $ MILLION)

TABLE 61: REST OF WORLD IN-MEMORY ANALYTICS MARKET, BY REGION, FORECAST YEARS, 2021-2028 (IN $ MILLION)

LIST OF FIGURES

FIGURE 1: KEY INVESTMENT INSIGHTS

FIGURE 2: PORTER’S FIVE FORCE ANALYSIS

FIGURE 3: OPPORTUNITY MATRIX

FIGURE 4: VENDOR LANDSCAPE

FIGURE 5: GLOBAL IN-MEMORY ANALYTICS MARKET, GROWTH POTENTIAL, BY DEPLOYMENT, IN 2020

FIGURE 6: GLOBAL IN-MEMORY ANALYTICS MARKET, BY ON-PREMISE DEPLOYMENT, 2021-2028 (IN $ MILLION)

FIGURE 7: GLOBAL IN-MEMORY ANALYTICS MARKET, BY CLOUD DEPLOYMENT, 2021-2028 (IN $ MILLION)

FIGURE 8: GLOBAL IN-MEMORY ANALYTICS MARKET, GROWTH POTENTIAL, BY END-USER, IN 2020

FIGURE 9: GLOBAL IN-MEMORY ANALYTICS MARKET, BY IT AND TELECOMMUNICATION, 2021-2028 (IN $ MILLION)

FIGURE 10: GLOBAL IN-MEMORY ANALYTICS MARKET, BY BFSI, 2021-2028 (IN $ MILLION)

FIGURE 11: GLOBAL IN-MEMORY ANALYTICS MARKET, BY RETAIL & E-COMMERCE, 2021-2028 (IN $ MILLION)

FIGURE 12: GLOBAL IN-MEMORY ANALYTICS MARKET, BY HEALTHCARE, 2021-2028 (IN $ MILLION)

FIGURE 13: GLOBAL IN-MEMORY ANALYTICS MARKET, BY GOVERNMENT & DEFENSE, 2021-2028 (IN $ MILLION)

FIGURE 14: GLOBAL IN-MEMORY ANALYTICS MARKET, BY MEDIA & ENTERTAINMENT, 2021-2028 (IN $ MILLION)

FIGURE 15: GLOBAL IN-MEMORY ANALYTICS MARKET, BY MANUFACTURING, 2021-2028 (IN $ MILLION)

FIGURE 16: GLOBAL IN-MEMORY ANALYTICS MARKET, BY OTHER END-USERS, 2021-2028 (IN $ MILLION)

FIGURE 17: GLOBAL IN-MEMORY ANALYTICS MARKET, GROWTH POTENTIAL, BY ORGANIZATION SIZE, IN 2020

FIGURE 18: GLOBAL IN-MEMORY ANALYTICS MARKET, BY LARGE ENTERPRISES, 2021-2028 (IN $ MILLION)

FIGURE 19: GLOBAL IN-MEMORY ANALYTICS MARKET, BY SMALL AND MEDIUM ENTERPRISES, 2021-2028 (IN $ MILLION)

FIGURE 20: GLOBAL IN-MEMORY ANALYTICS MARKET, GROWTH POTENTIAL, BY APPLICATION, IN 2020

FIGURE 21: GLOBAL IN-MEMORY ANALYTICS MARKET, BY SALES & MARKETING MANAGEMENT, 2021-2028 (IN $ MILLION)

FIGURE 22: GLOBAL IN-MEMORY ANALYTICS MARKET, BY SUPPLY CHAIN MANAGEMENT & OPERATIONS, 2021-2028 (IN $ MILLION)

FIGURE 23: GLOBAL IN-MEMORY ANALYTICS MARKET, BY RISK & COMPLIANCE MANAGEMENT, 2021-2028 (IN $ MILLION)

FIGURE 24: GLOBAL IN-MEMORY ANALYTICS MARKET, BY PREDICTIVE ASSET MAINTENANCE, 2021-2028 (IN $ MILLION)

FIGURE 25: GLOBAL IN-MEMORY ANALYTICS MARKET, BY FRAUD & SECURITY MANAGEMENT, 2021-2028 (IN $ MILLION)

FIGURE 26: GLOBAL IN-MEMORY ANALYTICS MARKET, BY OTHER APPLICATIONS, 2021-2028 (IN $ MILLION)

FIGURE 27: GLOBAL IN-MEMORY ANALYTICS MARKET, GROWTH POTENTIAL, BY COMPONENT, IN 2020

FIGURE 28: GLOBAL IN-MEMORY ANALYTICS MARKET, BY SOLUTION, 2021-2028 (IN $ MILLION)

FIGURE 29: GLOBAL IN-MEMORY ANALYTICS MARKET, BY SERVICES, 2021-2028 (IN $ MILLION)

FIGURE 30: NORTH AMERICA IN-MEMORY ANALYTICS MARKET, REGIONAL OUTLOOK, 2020 & 2028 (IN %)

FIGURE 31: UNITED STATES IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 32: CANADA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 33: EUROPE IN-MEMORY ANALYTICS MARKET, REGIONAL OUTLOOK, 2020 & 2028 (IN %)

FIGURE 34: UNITED KINGDOM IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 35: GERMANY IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 36: FRANCE IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 37: ITALY IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 38: RUSSIA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 39: BELGIUM IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 40: POLAND IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 41: REST OF EUROPE IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 42: ASIA PACIFIC IN-MEMORY ANALYTICS MARKET, REGIONAL OUTLOOK, 2020 & 2028 (IN %)

FIGURE 43: CHINA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 44: JAPAN IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 45: INDIA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 46: SOUTH KOREA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 47: INDONESIA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 48: THAILAND IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 49: SINGAPORE IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 50: AUSTRALIA & NEW ZEALAND IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 51: REST OF ASIA PACIFIC IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 52: REST OF WORLD IN-MEMORY ANALYTICS MARKET, REGIONAL OUTLOOK, 2020 & 2028 (IN %)

FIGURE 53: LATIN AMERICA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

FIGURE 54: MIDDLE EAST & AFRICA IN-MEMORY ANALYTICS MARKET, 2021-2028 (IN $ MILLION)

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