시장보고서

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인 메모리 컴퓨팅 시장 : 컴포넌트별, 용도별, 배포 유형별, 조직 규모별, 산업별, 국가별, 지역별 - 세계 산업 분석, 시장 규모, 시장 점유율, 예측(2025-2032년)

In-Memory Computing Market, By Component, By Application, By Deployment Type, By Organization Size, By Vertical, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

발행일: 2025년 06월 | 리서치사:

AnalystView Market Insights | 페이지 정보: 영문 303 Pages | 배송안내 : 2-3일 (영업일 기준)

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보고서 하이라이트

인 메모리 컴퓨팅 시장 규모는 2024년에 145억 2,045만 달러에 달하며, 2025-2032년에 17.92%의 CAGR로 확대

인메모리 컴퓨팅 시장 - 시장 역학

AI와 실시간 분석 시대에 인메모리 컴퓨팅의 부상은 시장 성장을 가속할 것으로 예측됩니다. 인공지능, 머신러닝, 데이터베이스 의사결정에 대한 의존도가 높아지면서 신속한 데이터 처리가 필수적입니다. 인메모리 컴퓨팅은 대량의 데이터에 대한 실시간 액세스를 용이하게 하고, AI 모델과 분석 플랫폼이 즉각적인 인사이트와 예측을 제공할 수 있도록 합니다. 이 기능은 금융, 의료, 소매, 통신 등 속도와 정확성이 중요한 분야에 혁명을 불러일으키고 있습니다. 한 국립대학에 따르면 77%의 기업이 AI를 업무에 활용하고 있거나 활용을 고려하고 있으며, 83%의 기업이 AI를 전략 계획의 주요 초점으로 삼고 있다고 합니다. 또한 은행, 금융서비스 및 보험(BFSI), 헬스케어, 소매업에서의 응용 확대도 시장에 성장 기회를 가져올 수 있습니다. 데이터 보안과 프라이버시에 대한 우려가 시장 확대에 걸림돌이 될 수도 있습니다.

인메모리 컴퓨팅 시장 - 주요 인사이트

당사의 리서치 애널리스트들의 분석에 따르면 세계 시장은 예측 기간(2025-2032년) 동안 약 17.92%의 연평균 복합 성장률(CAGR)로 매년 성장할 것으로 예측됩니다.

구성 요소별로는 하드웨어가 2024년 가장 높은 시장 점유율을 보였습니다.

용도별로는 2024년 부정행위 감지가 주요 용도가 될 것입니다.

배포 유형별로는 클라우드가 2024년 주요 배포 유형으로 나타났습니다.

조직 규모별로는 대기업이 2024년 주요 조직 규모였습니다.

산업별로는 BFSI가 2024년 주요 산업으로 꼽혔습니다.

지역별로는 북미가 2024년 매출을 주도했습니다.

인메모리 컴퓨팅 시장 : 세분화 분석

세계 인메모리 컴퓨팅 시장은 구성 요소, 용도, 배포 유형, 조직 규모, 산업별, 지역별로 분류됩니다.

시장은 구성 요소에 따라 하드웨어, 소프트웨어, 서비스의 세 가지 범주로 나뉩니다. 하드웨어 부문은 시장 성장의 최전선에 있습니다. 이 부문은 인메모리 컴퓨팅(IMC) 시장을 주도하고 있으며, 실시간 분석, 광범위한 데이터 처리, 저지연 워크로드를 지원할 수 있는 고성능 컴퓨팅 인프라에 대한 수요 증가가 그 원인으로 꼽힙니다. 이러한 하드웨어 구성 요소는 보다 빠른 데이터 액세스를 촉진하고 기존 디스크 기반 스토리지에 대한 의존도를 줄여 전체 시스템의 효율성을 향상시킵니다. 기업이 속도와 성능을 중시하는 가운데, 하드웨어 부문은 강력한 인메모리 플랫폼과 솔루션의 기반으로서 IMC 영역에서 우위를 유지하고 있습니다.

시장은 용도에 따라 부정행위 감지, 리스크 관리, 실시간 분석, 고빈도 거래 등 4가지 범주로 나뉩니다. 시장 성장을 촉진하는 부정행위 감지 부정행위 감지는 인메모리 컴퓨팅(IMC) 시장 확대를 촉진하는 주요 요인입니다. 다양한 부문의 조직들이 부정행위를 식별하고 완화하기 위해 실시간 분석에 대한 의존도를 높이고 있기 때문입니다. 은행/금융서비스/보험, E-Commerce 등의 산업에서는 이상 징후나 의심스러운 행동을 신속하게 감지하기 위해 신속한 데이터 처리가 필요합니다. 인메모리 컴퓨팅은 데이터를 RAM에 직접 저장하고 분석할 수 있도록 함으로써 이러한 기능을 촉진하고 감지 프로세스의 속도를 크게 향상시킵니다. 디지털 거래 증가와 사이버 위협의 고도화에 따라 신속하고 정확한 부정행위 감지 솔루션에 대한 요구가 증가하고 있으며, 이 용도는 IMC 시장 성장의 중요한 요인이 되고 있습니다.

시장은 구축 유형에 따라 클라우드와 On-Premise 두 가지 부문으로 나뉩니다. 클라우드 부문은 시장 확대의 최전선에 있습니다. 이 부문은 클라우드 네이티브 애플리케이션의 채택 증가와 확장 가능하고 유연하며 비용 효율적인 컴퓨팅 인프라에 대한 요구로 인해 인메모리 컴퓨팅(IMC) 시장의 성장을 주도하고 있습니다. 클라우드 기반 IMC 솔루션을 통해 기업은 비용이 많이 드는 On-Premise 하드웨어에 투자하지 않고도 대량의 데이터를 실시간으로 처리하고 분석할 수 있습니다. 하이브리드 클라우드와 멀티 클라우드 환경이 확산됨에 따라 기업은 민첩성 향상, 신속한 배포, 다른 클라우드 서비스와의 원활한 통합 등의 이점을 얻을 수 있습니다. AWS, Microsoft Azure, Google Cloud와 같은 주요 클라우드 프로바이더들은 인메모리 제품을 지속적으로 업그레이드하고 있으며, 클라우드 기반 IMC 솔루션으로의 전환을 더욱 가속화하여 시장 성장에 있으며, 클라우드 부문의 우위를 강화하고 있습니다. 시장 성장에 대한 우위를 강화해 나가고 있습니다.

시장은 조직 규모에 따라 대기업과 중소기업의 네 가지 범주로 나뉩니다. 시장 성장을 주도하는 것은 대기업입니다. 대기업이 인메모리 컴퓨팅 시장을 독점하고 있는 주요 이유는 데이터 처리에 대한 요구가 크고, 최첨단 기술 솔루션에 투자할 수 있기 때문입니다. 은행, 통신, 의료, 소매 등 다양한 산업에서 흔히 볼 수 있는 이들 조직은 인메모리 컴퓨팅을 활용하여 실시간 분석을 촉진하고, 업무 효율성을 높이며, 중요한 용도를 지원하고 있습니다. 디지털 전환을 중시하고 신속한 의사결정이 요구되는 이들 기업은 IMC 기술을 가장 먼저 도입하는 기업으로 자리매김하고 있습니다.

시장은 산업별로 BFSI, IT/통신, 소매/E-Commerce, 헬스케어/생명과학, 운송/물류, 정부/국방, 에너지/유틸리티, 미디어/엔터테인먼트, 기타 6가지로 구분됩니다. 시장 성장을 주도하는 것은 BFSI입니다. BFSI(Banking, Financial Services, and Insurance) 부문은 실시간 데이터 처리, 부정행위 감지, 리스크 관리, 맞춤형 금융 서비스에 대한 수요에 힘입어 인메모리 컴퓨팅(IMC) 시장 확대의 주요 요인으로 작용하고 있습니다. 시장 확대의 주요 요인으로 작용하고 있습니다. 금융기관은 방대한 양의 거래 데이터와 고객 데이터를 관리하고 있으며, 원활한 업무 운영과 신속한 의사결정을 유지하기 위해서는 초고속 처리가 필요합니다. 인메모리 컴퓨팅은 즉각적인 분석을 용이하게 하므로 은행은 실시간으로 부정행위를 식별하고, 신용 위험을 평가하고, 고객 맞춤형 서비스를 제공할 수 있습니다.

인메모리 컴퓨팅 시장 - 지역별 인사이트

북미는 클라우드 컴퓨팅과 사물인터넷(IoT) 도입이 증가하면서 시장을 주도하고 있습니다. 이 지역은 탄탄한 IT 인프라, 주요 기술 기업의 존재감, 고급 분석 및 인공지능의 조기 도입 등의 이점을 누리고 있습니다. 미국 통신정보국(NTIA)은 광대역 인프라 구축 지원, 공공 컴퓨터 센터 개선 및 확장, 지속가능한 광대역 서비스 도입 촉진, 주 전역의 광대역 계획 및 데이터 수집 구상 추진을 위해 미국 전역의 다양한 프로젝트에 약 40억 달러를 투자하고 있습니다. 억 달러의 투자를 관리하고 있습니다. 한편, 유럽에서는 인메모리 컴퓨팅 부문이 꾸준히 성장하고 있습니다. 이는 자동차, 제조, 통신 등의 분야에서 실시간 분석에 대한 수요가 증가하고 있기 때문입니다.

인메모리 컴퓨팅 시장 - 경쟁 구도

인메모리 컴퓨팅(IMC) 시장은 저 지연, 고성능 솔루션 제공을 목표로 하는 세계 유수의 기술 기업 및 전문 업체들의 치열한 경쟁이 특징입니다. 이 경쟁은 기술 혁신, 확장성, 클라우드 통합, 실시간 데이터 처리 기능 등의 요인에 의해 촉진되고 있습니다. 각 업체들은 일관되게 인메모리 데이터베이스(IMDB), 데이터 그리드(IMDG), 스트리밍 분석 플랫폼을 강화하여 처리 시간을 최소화하고 확장성을 높이고 있습니다. 벤더들은 가장 빠른 데이터 액세스 속도와 최소한의 지연 시간으로 대량의 데이터를 관리할 수 있는 능력을 제공하는 데 초점을 맞추었습니다. 경쟁 정보는 주로 성능, 확장성, 클라우드 통합, 부정행위 감지, 인공지능, 사물인터넷(IoT) 분석 등 틈새 용도를 중심으로 전개되고 있습니다.

서론
북미
- 개요
- 북미의 주요 제조업체
- 미국
- 캐나다
유럽
- 개요
- 유럽의 주요 제조업체
- 독일
- 영국
- 프랑스
- 이탈리아
- 스페인
- 네덜란드
- 스웨덴
- 러시아
- 폴란드
- 기타
아시아태평양
- 개요
- 아시아태평양의 주요 제조업체
- 중국
- 인도
- 일본
- 한국
- 호주
- 인도네시아
- 태국
- 필리핀
- 기타
라틴아메리카
- 개요
- 라틴아메리카의 주요 제조업체
- 브라질
- 멕시코
- 아르헨티나
- 콜롬비아
- 기타
중동 및 아프리카
- 개요
- 중동 및 아프리카의 주요 제조업체
- 사우디아라비아
- 아랍에미리트
- 이스라엘
- 튀르키예
- 알제리
- 이집트
- 기타

제13장 주요 벤더 분석 - 인 메모리 컴퓨팅 산업

경쟁 대시보드
- 경쟁 벤치마킹
- 경쟁 포지셔닝
기업 개요
- SAP
- IBM
- Microsoft
- Oracle
- Intel
- GridGain Systems
- VMware
- Amazon Web Services(AWS)
- Pivotal Software
- TIBCO Software
- Redis Labs
- Hazelcast
- Cisco
- Qlik
- Kinetica
- ScaleOut Software
- Altibase
- GigaSpaces Technologies
- Exasol AG
- 기타

제14장 애널리스트의 전방위 전망

KSA 25.08.08

REPORT HIGHLIGHT

In-Memory Computing Market size was valued at US$ 14,520.45 Million in 2024, expanding at a CAGR of 17.92% from 2025 to 2032.

In-memory computing (IMC) pertains to the execution of computations directly within a computer's memory (RAM), rather than relying on slower disk storage. This methodology permits data and instructions to be fully stored and processed in RAM, resulting in improved data retrieval and processing speeds. In-memory computing can be realized through various techniques, such as employing middleware software that facilitates data storage in a shared RAM space across a cluster of computers. Furthermore, in-memory computing can utilize parallel processing by distributing data across multiple nodes within a cluster, which allows for quicker computation. For instance, in the finance sector, in-memory computing is applied for real-time data analysis, trading algorithms, and risk management.

In-Memory Computing Market- Market Dynamics

The Rise of In-Memory Computing in the Era of AI and Real-Time Analytics is anticipated to propel market growth. As organizations increasingly depend on artificial intelligence, machine learning, and data-driven decision-making, the necessity for swift data processing has become essential. In-memory computing facilitates real-time access to substantial amounts of data, enabling AI models and analytics platforms to provide immediate insights and forecasts. This capability is revolutionizing sectors such as finance, healthcare, retail, and telecommunications, where speed and precision are crucial. According to a national university, 77% of companies are either utilizing or investigating the use of AI in their operations, and 83% of companies assert that AI is a primary focus in their strategic plans. Additionally, the Expanding Applications in BFSI, Healthcare, and Retail may present growth opportunities for the market. Nevertheless, Data Security and Privacy Concerns may hinder market expansion.

In-Memory Computing Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 17.92% over the forecast period (2025-2032)

Based on Component segmentation, Hardware was predicted to show maximum market share in the year 2024

Based on Application segmentation, Fraud detection was the leading Application in 2024

Based on Deployment Type segmentation, Cloud was the leading Deployment Type in 2024

Based on Organization Size segmentation, Large Enterprises was the leading Organization Size in 2024

Based on Vertical segmentation, BFSI was the leading Vertical in 2024

Based on region, North America was the leading revenue generator in 2024

In-Memory Computing Market- Segmentation Analysis:

The Global In-Memory Computing Market is segmented on the basis of Component, Application, Deployment Type, Organization Size, Vertical, and Region.

The market is segmented into three categories according to Components: Hardware, Software, and Services. The Hardware segment is at the forefront of market growth. This segment leads the In-Memory Computing (IMC) market, fueled by the increasing demand for high-performance computing infrastructure that can support real-time analytics, extensive data processing, and low-latency workloads. These hardware components facilitate quicker data access and lessen dependence on conventional disk-based storage, thereby improving overall system efficiency. As businesses emphasize speed and performance, the Hardware segment continues to prevail in the IMC domain, serving as the foundation for strong in-memory platforms and solutions.

The market is segmented into four categories according to Application: Fraud detection, Risk management, Real-time analytics, and High-frequency trading. Fraud detection leads the market growth. Fraud detection is the primary factor driving the expansion of the In-Memory Computing (IMC) market, as organizations from various sectors increasingly depend on real-time analytics to identify and mitigate fraudulent activities. Industries such as banking, financial services, insurance, and e-commerce necessitate swift data processing to promptly detect anomalies and suspicious behaviors. In-memory computing facilitates these functions by enabling data to be stored and analyzed directly in RAM, which significantly speeds up the detection process. With the rise in digital transactions and the increasing sophistication of cyber threats, the need for rapid and precise fraud detection solutions is on the rise establishing this application as a key factor in the growth of the IMC market.

The market is categorized into two segments according to Deployment Type: Cloud and On-premises. The Cloud segment is at the forefront of market expansion. This segment is driving the growth of the In-Memory Computing (IMC) market, propelled by the rising adoption of cloud-native applications and the need for scalable, flexible, and cost-effective computing infrastructure. Cloud-based IMC solutions enable enterprises to process and analyze substantial amounts of data in real-time without the need for costly on-premise hardware investments. As hybrid and multi-cloud environments become more prevalent, businesses gain advantages such as improved agility, quicker deployment, and seamless integration with other cloud services. Leading cloud providers like AWS, Microsoft Azure, and Google Cloud are consistently upgrading their in-memory offerings, which further accelerates the transition towards cloud-based IMC solutions and reinforces the cloud segment's dominance in market growth.

The market is divided into four categories based on Organization Size: Large Enterprises and Small & Medium Enterprises. Large Enterprises drive the growth of the market. Large enterprises dominate the In-Memory Computing market, mainly due to their significant data processing needs and ability to invest in cutting-edge technology solutions. These organizations, frequently found in industries such as banking, telecommunications, healthcare, and retail, utilize in-memory computing to facilitate real-time analytics, enhance operational efficiency, and support essential applications. Their emphasis on digital transformation and the necessity for swift decision-making position them as early adopters of IMC technologies.

The market is segmented into six categories according to Vertical: BFSI, IT and Telecom, Retail and eCommerce, Healthcare and Life Sciences, Transportation and Logistics, Government and Defence, Energy and Utilities, Media and Entertainment, and Others. BFSI leads the growth of the market. The BFSI (Banking, Financial Services, and Insurance) sector is the primary driver of the In-Memory Computing (IMC) market's expansion, fueled by the demand for real-time data processing, fraud detection, risk management, and customized financial services. Financial institutions manage vast amounts of transactional and customer data that necessitate ultra-fast processing to maintain smooth operations and prompt decision-making. In-memory computing facilitates immediate analytics, allowing banks to identify fraud in real-time, assess credit risk, and provide personalized services to their clients.

In-Memory Computing Market- Geographical Insights

North America leads the market, driven by the increasing adoption of cloud computing and the Internet of Things (IoT). This region relishes the advantages of a robust IT infrastructure, a significant presence of leading technology companies, and an early embrace of advanced analytics and artificial intelligence. The National Telecommunications & Information Administration (NTIA) has managed an investment of around USD4 billion in various projects across the United States aimed at supporting the rollout of broadband infrastructure, improving and expanding public computer centers, fostering sustainable broadband service adoption, and advancing statewide broadband planning and data collection initiatives. Meanwhile, Europe is experiencing consistent growth in the in-memory computing sector, attributed to the rising demand from sectors such as automotive, manufacturing, and telecommunications for real-time analytics.

In-Memory Computing Market- Competitive Landscape:

The In-Memory Computing (IMC) Market is characterized by intense competition, with both major global technology firms and specialized players aiming to provide low-latency, high-performance solutions. This competition is fueled by factors such as innovation, scalability, cloud integration, and capabilities for real-time data processing. Companies are consistently enhancing in-memory databases (IMDBs), data grids (IMDGs), and streaming analytics platforms to minimize processing times and boost scalability. Vendors are focused on delivering the quickest data access speeds and the capacity to manage large data volumes with minimal latency. The competition primarily revolves around performance, scalability, cloud integration, and niche applications including fraud detection, artificial intelligence, and Internet of Things (IoT) analytics.

Recent Developments:

Oracle is in the process of acquiring Times Ten Inc., a privately owned provider of in-memory database software that is predominantly utilized in high-performance applications within the telecommunications and financial trading sectors.

Researchers at IBM Research Europe have recently created an innovative 64-core mixed-signal in-memory computing chip utilizing phase-change memory devices, which may enhance the computational capabilities of deep neural networks.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL IN-MEMORY COMPUTING MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

SAP
IBM
Microsoft
Oracle
Intel
GridGain Systems
VMware
Amazon Web Services (AWS)
Pivotal Software
TIBCO Software
Redis Labs
Hazelcast
Cisco
Qlik
Kinetica
ScaleOut Software
Altibase
GigaSpaces Technologies
Exasol AG
Others

GLOBAL IN-MEMORY COMPUTING MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

Hardware
Software
Services

GLOBAL IN-MEMORY COMPUTING MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Fraud detection
Risk management
Real-time analytics
High-frequency trading

GLOBAL IN-MEMORY COMPUTING MARKET, BY DEPLOYMENT TYPE- MARKET ANALYSIS, 2019 - 2032

Cloud
On-premises

GLOBAL IN-MEMORY COMPUTING MARKET, BY ORGANIZATION SIZE- MARKET ANALYSIS, 2019 - 2032

Large Enterprises
Small & Medium Enterprises (SMEs)

GLOBAL IN-MEMORY COMPUTING MARKET, BY VERTICAL- MARKET ANALYSIS, 2019 - 2032

BFSI
IT and Telecom
Retail and eCommerce
Healthcare and Life Sciences
Transportation and Logistics
Government and Defence
Energy and Utilities
Media and Entertainment
Others

GLOBAL IN-MEMORY COMPUTING MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
The Netherlands
Sweden
Russia
Poland
Rest of Europe
Asia Pacific
China
India
Japan
South Korea
Australia
Indonesia
Thailand
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
UAE
Israel
Turkey
Algeria
Egypt
Rest of MEA

1. In-Memory Computing Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. In-Memory Computing Market Snippet by Component
- 2.1.2. In-Memory Computing Market Snippet by Application
- 2.1.3. In-Memory Computing Market Snippet by Deployment Type
- 2.1.4. In-Memory Computing Market Snippet by Organization Size
- 2.1.5. In-Memory Computing Market Snippet by Vertical
- 2.1.6. In-Memory Computing Market Snippet by Country
- 2.1.7. In-Memory Computing Market Snippet by Region
2.2. Competitive Insights

3. In-Memory Computing Key Market Trends

3.1. In-Memory Computing Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. In-Memory Computing Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. In-Memory Computing Market Opportunities
3.4. In-Memory Computing Market Future Trends

4. In-Memory Computing Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. In-Memory Computing Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. In-Memory Computing Market Landscape

6.1. In-Memory Computing Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. In-Memory Computing Market - By Component

7.1. Overview
- 7.1.1. Segment Share Analysis, By Component, 2024 & 2032 (%)
- 7.1.2. Hardware
- 7.1.3. Software
- 7.1.4. Services

8. In-Memory Computing Market - By Application

8.1. Overview
- 8.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 8.1.2. Fraud detection
- 8.1.3. Risk management
- 8.1.4. Real-time analytics
- 8.1.5. High-frequency trading

9. In-Memory Computing Market - By Deployment Type

9.1. Overview
- 9.1.1. Segment Share Analysis, By Deployment Type, 2024 & 2032 (%)
- 9.1.2. Cloud
- 9.1.3. On-premises

10. In-Memory Computing Market - By Organization Size

10.1. Overview
- 10.1.1. Segment Share Analysis, By Organization Size, 2024 & 2032 (%)
- 10.1.2. Large Enterprises
- 10.1.3. Small & Medium Enterprises (SMEs)

11. In-Memory Computing Market - By Vertical

11.1. Overview
- 11.1.1. Segment Share Analysis, By Vertical, 2024 & 2032 (%)
- 11.1.2. BFSI
- 11.1.3. IT and Telecom
- 11.1.4. Retail and eCommerce
- 11.1.5. Healthcare and Life Sciences
- 11.1.6. Transportation and Logistics
- 11.1.7. Government and Defence
- 11.1.8. Energy and Utilities
- 11.1.9. Media and Entertainment
- 11.1.10. Others

12. In-Memory Computing Market- By Geography

12.1. Introduction
- 12.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
12.2. North America
- 12.2.1. Overview
- 12.2.2. In-Memory Computing Key Manufacturers in North America
- 12.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 12.2.5. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.2.6. North America Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
- 12.2.7. North America Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
- 12.2.8. North America Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.2.9. U.S.
  - 12.2.9.1. Overview
  - 12.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.2.9.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.2.9.4. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.2.9.5. U.S. Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.2.9.6. U.S. Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.2.9.7. U.S. Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.2.10. Canada
  - 12.2.10.1. Overview
  - 12.2.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.2.10.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.2.10.4. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.2.10.5. Canada Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.2.10.6. Canada Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.2.10.7. Canada Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
12.3. Europe
- 12.3.1. Overview
- 12.3.2. In-Memory Computing Key Manufacturers in Europe
- 12.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 12.3.5. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.3.6. Europe Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
- 12.3.7. Europe Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
- 12.3.8. Europe Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.9. Germany
  - 12.3.9.1. Overview
  - 12.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.9.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.9.4. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.9.5. Germany Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.9.6. Germany Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.9.7. Germany Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.10. UK
  - 12.3.10.1. Overview
  - 12.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.10.3. UK Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.10.4. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.10.5. UK Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.10.6. UK Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.10.7. UK Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.11. France
  - 12.3.11.1. Overview
  - 12.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.11.4. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.11.5. France Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.11.6. France Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.11.7. France Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.12. Italy
  - 12.3.12.1. Overview
  - 12.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.12.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.12.4. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.12.5. Italy Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.12.6. Italy Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.12.7. Italy Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.13. Spain
  - 12.3.13.1. Overview
  - 12.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.13.3. Spain Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.13.4. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.13.5. Spain Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.13.6. Spain Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.13.7. Spain Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.14. The Netherlands
  - 12.3.14.1. Overview
  - 12.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.14.3. The Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.14.4. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.14.5. The Netherlands Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.14.6. The Netherlands Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.14.7. The Netherlands Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.15. Sweden
  - 12.3.15.1. Overview
  - 12.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.15.3. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.15.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.15.5. Sweden Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.15.6. Sweden Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.15.7. Sweden Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.16. Russia
  - 12.3.16.1. Overview
  - 12.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.16.3. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.16.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.16.5. Russia Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.16.6. Russia Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.16.7. Russia Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.17. Poland
  - 12.3.17.1. Overview
  - 12.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.17.3. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.17.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.17.5. Poland Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.17.6. Poland Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.17.7. Poland Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.3.18. Rest of Europe
  - 12.3.18.1. Overview
  - 12.3.18.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.3.18.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.3.18.4. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.3.18.5. Rest of the Europe Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.3.18.6. Rest of the Europe Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.3.18.7. Rest of the Europe Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
12.4. Asia Pacific (APAC)
- 12.4.1. Overview
- 12.4.2. In-Memory Computing Key Manufacturers in Asia Pacific
- 12.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.4.4. APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 12.4.5. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.4.6. APAC Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
- 12.4.7. APAC Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
- 12.4.8. APAC Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.9. China
  - 12.4.9.1. Overview
  - 12.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.9.4. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.9.5. China Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.9.6. China Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.9.7. China Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.10. India
  - 12.4.10.1. Overview
  - 12.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.10.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.10.4. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.10.5. India Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.10.6. India Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.10.7. India Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.11. Japan
  - 12.4.11.1. Overview
  - 12.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.11.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.11.4. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.11.5. Japan Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.11.6. Japan Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.11.7. Japan Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.12. South Korea
  - 12.4.12.1. Overview
  - 12.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.12.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.12.4. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.12.5. South Korea Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.12.6. South Korea Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.12.7. South Korea Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.13. Australia
  - 12.4.13.1. Overview
  - 12.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.13.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.13.4. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.13.5. Australia Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.13.6. Australia Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.13.7. Australia Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.14. Indonesia
  - 12.4.14.1. Overview
  - 12.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.14.4. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.14.5. Indonesia Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.14.6. Indonesia Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.14.7. Indonesia Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.15. Thailand
  - 12.4.15.1. Overview
  - 12.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.15.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.15.4. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.15.5. Thailand Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.15.6. Thailand Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.15.7. Thailand Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.16. Philippines
  - 12.4.16.1. Overview
  - 12.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.16.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.16.4. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.16.5. Philippines Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.16.6. Philippines Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.16.7. Philippines Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.4.17. Rest of APAC
  - 12.4.17.1. Overview
  - 12.4.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.4.17.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.4.17.4. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.4.17.5. Rest of APAC Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.4.17.6. Rest of APAC Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.4.17.7. Rest of APAC Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
12.5. Latin America (LATAM)
- 12.5.1. Overview
- 12.5.2. In-Memory Computing Key Manufacturers in Latin America
- 12.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.5.4. LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 12.5.5. LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.5.6. LATAM Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
- 12.5.7. LATAM Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
- 12.5.8. LATAM Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.5.9. Brazil
  - 12.5.9.1. Overview
  - 12.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.9.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.5.9.4. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.5.9.5. Brazil Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.5.9.6. Brazil Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.5.9.7. Brazil Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.5.10. Mexico
  - 12.5.10.1. Overview
  - 12.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.10.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.5.10.4. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.5.10.5. Mexico Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.5.10.6. Mexico Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.5.10.7. Mexico Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.5.11. Argentina
  - 12.5.11.1. Overview
  - 12.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.11.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.5.11.4. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.5.11.5. Argentina Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.5.11.6. Argentina Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.5.11.7. Argentina Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.5.12. Colombia
  - 12.5.12.1. Overview
  - 12.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.12.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.5.12.4. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.5.12.5. Colombia Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.5.12.6. Colombia Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.5.12.7. Colombia Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.5.13. Rest of LATAM
  - 12.5.13.1. Overview
  - 12.5.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.5.13.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.5.13.4. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.5.13.5. Rest of LATAM Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.5.13.6. Rest of LATAM Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.5.13.7. Rest of LATAM Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
12.6. Middle East and Africa
- 12.6.1. Overview
- 12.6.2. In-Memory Computing Key Manufacturers in Middle East and Africa
- 12.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 12.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 12.6.5. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 12.6.6. Middle East and Africa Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
- 12.6.7. Middle East and Africa Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
- 12.6.8. Middle East and Africa Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.9. Saudi Arabia
  - 12.6.9.1. Overview
  - 12.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.9.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.9.4. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.9.5. Saudi Arabia Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.9.6. Saudi Arabia Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.9.7. Saudi Arabia Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.10. United Arab Emirates
  - 12.6.10.1. Overview
  - 12.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.10.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.10.4. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.10.5. United Arab Emirates Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.10.6. United Arab Emirates Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.10.7. United Arab Emirates Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.11. Israel
  - 12.6.11.1. Overview
  - 12.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.11.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.11.4. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.11.5. Israel Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.11.6. Israel Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.11.7. Israel Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.12. Turkey
  - 12.6.12.1. Overview
  - 12.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.12.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.12.4. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.12.5. Turkey Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.12.6. Turkey Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.12.7. Turkey Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.13. Algeria
  - 12.6.13.1. Overview
  - 12.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.13.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.13.4. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.13.5. Algeria Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.13.6. Algeria Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.13.7. Algeria Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.14. Egypt
  - 12.6.14.1. Overview
  - 12.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.14.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.14.4. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.14.5. Egypt Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.14.6. Egypt Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.14.7. Egypt Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)
- 12.6.15. Rest of MEA
  - 12.6.15.1. Overview
  - 12.6.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 12.6.15.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 12.6.15.4. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 12.6.15.5. Rest of MEA Market Size and Forecast, By Deployment Type, 2019 - 2032 (US$ Million)
  - 12.6.15.6. Rest of MEA Market Size and Forecast, By Organization Size, 2019 - 2032 (US$ Million)
  - 12.6.15.7. Rest of MEA Market Size and Forecast, By Vertical, 2019 - 2032 (US$ Million)

13. Key Vendor Analysis- In-Memory Computing Industry

13.1. Competitive Dashboard
- 13.1.1. Competitive Benchmarking
- 13.1.2. Competitive Positioning
13.2. Company Profiles
- 13.2.1. SAP
- 13.2.2. IBM
- 13.2.3. Microsoft
- 13.2.4. Oracle
- 13.2.5. Intel
- 13.2.6. GridGain Systems
- 13.2.7. VMware
- 13.2.8. Amazon Web Services (AWS)
- 13.2.9. Pivotal Software
- 13.2.10. TIBCO Software
- 13.2.11. Redis Labs
- 13.2.12. Hazelcast
- 13.2.13. Cisco
- 13.2.14. Qlik
- 13.2.15. Kinetica
- 13.2.16. ScaleOut Software
- 13.2.17. Altibase
- 13.2.18. GigaSpaces Technologies
- 13.2.19. Exasol AG
- 13.2.20. Others

14. 360 Degree Analyst View

15. Appendix

15.1. Research Methodology
15.2. References
15.3. Abbreviations
15.4. Disclaimer
15.5. Contact Us