According to 99Strategy, the Global Network Optimization Services Market is estimated to reach xxx million USD in 2021 and projected to grow at the CAGR of xx% during the 2022-2027. The report analyses the global Network Optimization Services market, the market size and growth, as well as the major market participants.
The analysis includes market size, upstream situation, market segmentation, market segmentation, price & cost and industry environment. In addition, the report outlines the factors driving industry growth and the description of market channels.The report begins from overview of industrial chain structure, and describes the upstream. Besides, the report analyses market size and forecast in different geographies, type and end-use segment, in addition, the report introduces market competition overview among the major companies and companies profiles, besides, market price and channel features are covered in the report.
Key Regions
Asia Pacific
North America
Europe
South America
Middle East & Africa
Key Companies
Solarwinds
Cisco Systems
Huawei
Nokia
ZTE
Infovista
Citrix
Fatpipe Networks
Netscout Systems
Silver Peak
Array Networks
Key Product Type
On-premises
Cloud
Market by Application
Local networks optimization
WAN optimization
RAN optimization
Data center optimization
Main Aspects covered in the Report
Overview of the Network Optimization Services market including production, consumption, status & forecast and market growth
2017-2021 historical data and 2022-2027 market forecast
Geographical analysis including major countries
Overview the product type market including development
Overview the end-user market including development
The analysis includes market size, upstream situation, market segmentation, market segmentation, price & cost and industry environment. In addition, the report outlines the factors driving industry growth and the description of market channels.The report begins from overview of industrial chain structure, and describes the upstream. Besides, the report analyses market size and forecast in different geographies, type and end-use segment, in addition, the report introduces market competition overview among the major companies and companies profiles, besides, market price and channel features are covered in the report.
Key Regions
Asia Pacific
North America
Europe
South America
Middle East & Africa
Key Companies
Solarwinds
Cisco Systems
Huawei
Nokia
ZTE
Infovista
Citrix
Fatpipe Networks
Netscout Systems
Silver Peak
Array Networks
Key Product Type
On-premises
Cloud
Market by Application
Local networks optimization
WAN optimization
RAN optimization
Data center optimization
Main Aspects covered in the Report
Overview of the Network Optimization Services market including production, consumption, status & forecast and market growth
2017-2021 historical data and 2022-2027 market forecast
Geographical analysis including major countries
Overview the product type market including development
Overview the end-user market including development
Table of Content
1 Industrial Chain Overview
1.1 Network Optimization Services Industry
1.1.1 Overview
Figure Network Optimization Services Picture List
1.1.2 Characteristics of Network Optimization Services
1.2 Upstream
1.2.1 Major Materials
1.2.2 Manufacturing Overview
1.3 Product List By Type
1.3.1 On-premises
1.3.2 Cloud
1.4 End-Use List
1.4.1 Demand in Local networks optimization
1.4.2 Demand in WAN optimization
1.4.3 Demand in RAN optimization
1.4.4 Demand in Data center optimization
1.5 Global Market Overview
1.5.1 Global Market Size and Forecast, 2017-2027
Figure Global Market Size and Forecast with Growth Rate, 2017-2027
1.5.2 Global Market Size and Forecast by Geography with CAGR, 2017-2027
Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027
1.5.3 Global Market Size and Forecast by Product Type with CAGR, 2017-2027
Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027
1.5.4 Global Market Size and Forecast by End-Use with CAGR, 2017-2027
Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027
2 Global Production & Consumption by Geography
2.1 Global Production & Consumption
2.1.1 Global Production
Figure Global Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD
2.1.2 Global Consumption
Figure Global Market Amount and Growth Rate, 2017-2021, in Million USD
Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD
2.2 Geographic Production & Consumption
2.2.1 Production
2.2.1.1 Asia-Pacific
Figure Asia-Pacific Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.2 North America
Figure North America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.3 South America
Figure South America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.4 Europe
Figure Europe Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.5 Middle East & Africa
Figure Middle East & Africa Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.2 Consumption
2.2.2.1 Asia-Pacific
Figure Asia-Pacific Market Amount and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.2 North America
Figure North America Market Amount and Growth Rate, 2017-2021, in Million USD
Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.3 South America
Figure South America Market Amount and Growth Rate, 2017-2021, in Million USD
Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.4 Europe
Figure Europe Market Amount and Growth Rate, 2017-2021, in Million USD
Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.5 Middle East & Africa
Figure Middle East & Africa Market Amount and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD
3 Major Manufacturers Introduction
3.1 Manufacturers Overview
Table Major Manufacturers Headquarters and Contact Information
Table Major Manufacturers Production Amount List in 2021
3.2 Manufacturers List
3.2.1 Solarwinds Overview
Table Solarwinds Overview List
3.2.1.1 Product Specifications
3.2.1.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Solarwinds (Production Amount (Million USD), Cost, Gross Margin)
3.2.1.3 Recent Developments
3.2.1.4 Future Strategic Planning
3.2.2 Cisco Systems Overview
Table Cisco Systems Overview List
3.2.2.1 Product Specifications
3.2.2.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Cisco Systems (Production Amount (Million USD), Cost, Gross Margin)
3.2.2.3 Recent Developments
3.2.2.4 Future Strategic Planning
3.2.3 Huawei Overview
Table Huawei Overview List
3.2.3.1 Product Specifications
3.2.3.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Huawei (Production Amount (Million USD), Cost, Gross Margin)
3.2.3.3 Recent Developments
3.2.3.4 Future Strategic Planning
3.2.4 Nokia Overview
Table Nokia Overview List
3.2.4.1 Product Specifications
3.2.4.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Nokia (Production Amount (Million USD), Cost, Gross Margin)
3.2.4.3 Recent Developments
3.2.4.4 Future Strategic Planning
3.2.5 ZTE Overview
Table ZTE Overview List
3.2.5.1 Product Specifications
3.2.5.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of ZTE (Production Amount (Million USD), Cost, Gross Margin)
3.2.5.3 Recent Developments
3.2.5.4 Future Strategic Planning
3.2.6 Infovista Overview
Table Infovista Overview List
3.2.6.1 Product Specifications
3.2.6.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Infovista (Production Amount (Million USD), Cost, Gross Margin)
3.2.6.3 Recent Developments
3.2.6.4 Future Strategic Planning
3.2.7 Citrix Overview
Table Citrix Overview List
3.2.7.1 Product Specifications
3.2.7.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Citrix (Production Amount (Million USD), Cost, Gross Margin)
3.2.7.3 Recent Developments
3.2.7.4 Future Strategic Planning
3.2.8 Fatpipe Networks Overview
Table Fatpipe Networks Overview List
3.2.8.1 Product Specifications
3.2.8.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Fatpipe Networks (Production Amount (Million USD), Cost, Gross Margin)
3.2.8.3 Recent Developments
3.2.8.4 Future Strategic Planning
3.2.9 Netscout Systems Overview
Table Netscout Systems Overview List
3.2.9.1 Product Specifications
3.2.9.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Netscout Systems (Production Amount (Million USD), Cost, Gross Margin)
3.2.9.3 Recent Developments
3.2.9.4 Future Strategic Planning
3.2.10 Silver Peak Overview
Table Silver Peak Overview List
3.2.10.1 Product Specifications
3.2.10.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Silver Peak (Production Amount (Million USD), Cost, Gross Margin)
3.2.10.3 Recent Developments
3.2.10.4 Future Strategic Planning
3.2.11 Array Networks Overview
Table Array Networks Overview List
3.2.11.1 Product Specifications
3.2.11.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Array Networks (Production Amount (Million USD), Cost, Gross Margin)
3.2.11.3 Recent Developments
3.2.11.4 Future Strategic Planning
4 Market Competition Pattern
4.1 Market Size and Sketch
Figure Global Market Size and Growth Rate, 2017-2021, in Million USD
Figure Global Competition Sketch Overview
4.2 Company Market Share
4.2.1 Global Production by Major Manufacturers
Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD
Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD
Figure Global Production Amount Share by Manufacturers in 2021, in Million USD
4.2.2 Market Concentration Analysis
4.3 Market News and Trend
4.3.1 Merger & Acquisition
4.3.2 New Product Launch
5 Product Type Segment
5.1 Global Overview by Product Type Segment
Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD
5.2 Segment Subdivision by Product Type
5.2.1 Market in On-premises
5.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in On-premises, 2017-2021, in USD Million
5.2.1.2 Situation & Development
5.2.2 Market in Cloud
5.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Cloud, 2017-2021, in USD Million
5.2.2.2 Situation & Development
6 End-Use Segment
6.1 Global Overview by End-Use Segment
Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD
6.2 Segment Subdivision
6.2.1 Market in Local networks optimization
6.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Local networks optimization, 2017-2021, in USD Million
6.2.1.2 Situation & Development
6.2.2 Market in WAN optimization
6.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in WAN optimization, 2017-2021, in USD Million
6.2.2.2 Situation & Development
6.2.3 Market in RAN optimization
6.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in RAN optimization, 2017-2021, in USD Million
6.2.3.2 Situation & Development
6.2.4 Market in Data center optimization
6.2.4.1 Market Size
Figure Global Market Amount and Growth Rate in Data center optimization, 2017-2021, in USD Million
6.2.4.2 Situation & Development
7 Market Forecast & Trend
7.1 Regional Forecast
Table Global Market Forecast by Region Segment 2022-2027, in Million USD
7.2 Consumption Forecast
7.2.1 Product Type Forecast
Table Global Market Amount by Product Type Segment 2022-2027, in Million USD
7.2.2 End-Use Forecast
Table Global Market Amount by End-Use Segment 2022-2027, in Million USD
7.3 Investment Trend
7.4 Consumption Trend
8 Price & Channel
8.1 Price and Cost
8.1.1 Price
8.1.2 Cost
Figure Cost Component Ratio
8.2 Channel Segment
9 Market Drivers & Investment Environment
9.1 Market Drivers
9.2 Investment Environment
9.3 Impact of Coronavirus on the Network Optimization Services Industry
9.3.1 Impact on Industry Upstream
9.3.2 Impact on Industry Downstream
9.3.3 Impact on Industry Channels
9.3.4 Impact on Industry Competition
9.3.5 Impact on Industry Employment
10 Research Conclusion
1 Industrial Chain Overview
1.1 Network Optimization Services Industry
1.1.1 Overview
Figure Network Optimization Services Picture List
1.1.2 Characteristics of Network Optimization Services
1.2 Upstream
1.2.1 Major Materials
1.2.2 Manufacturing Overview
1.3 Product List By Type
1.3.1 On-premises
1.3.2 Cloud
1.4 End-Use List
1.4.1 Demand in Local networks optimization
1.4.2 Demand in WAN optimization
1.4.3 Demand in RAN optimization
1.4.4 Demand in Data center optimization
1.5 Global Market Overview
1.5.1 Global Market Size and Forecast, 2017-2027
Figure Global Market Size and Forecast with Growth Rate, 2017-2027
1.5.2 Global Market Size and Forecast by Geography with CAGR, 2017-2027
Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027
1.5.3 Global Market Size and Forecast by Product Type with CAGR, 2017-2027
Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027
1.5.4 Global Market Size and Forecast by End-Use with CAGR, 2017-2027
Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027
2 Global Production & Consumption by Geography
2.1 Global Production & Consumption
2.1.1 Global Production
Figure Global Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD
2.1.2 Global Consumption
Figure Global Market Amount and Growth Rate, 2017-2021, in Million USD
Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD
2.2 Geographic Production & Consumption
2.2.1 Production
2.2.1.1 Asia-Pacific
Figure Asia-Pacific Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.2 North America
Figure North America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.3 South America
Figure South America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.4 Europe
Figure Europe Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.5 Middle East & Africa
Figure Middle East & Africa Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.2 Consumption
2.2.2.1 Asia-Pacific
Figure Asia-Pacific Market Amount and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.2 North America
Figure North America Market Amount and Growth Rate, 2017-2021, in Million USD
Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.3 South America
Figure South America Market Amount and Growth Rate, 2017-2021, in Million USD
Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.4 Europe
Figure Europe Market Amount and Growth Rate, 2017-2021, in Million USD
Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.5 Middle East & Africa
Figure Middle East & Africa Market Amount and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD
3 Major Manufacturers Introduction
3.1 Manufacturers Overview
Table Major Manufacturers Headquarters and Contact Information
Table Major Manufacturers Production Amount List in 2021
3.2 Manufacturers List
3.2.1 Solarwinds Overview
Table Solarwinds Overview List
3.2.1.1 Product Specifications
3.2.1.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Solarwinds (Production Amount (Million USD), Cost, Gross Margin)
3.2.1.3 Recent Developments
3.2.1.4 Future Strategic Planning
3.2.2 Cisco Systems Overview
Table Cisco Systems Overview List
3.2.2.1 Product Specifications
3.2.2.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Cisco Systems (Production Amount (Million USD), Cost, Gross Margin)
3.2.2.3 Recent Developments
3.2.2.4 Future Strategic Planning
3.2.3 Huawei Overview
Table Huawei Overview List
3.2.3.1 Product Specifications
3.2.3.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Huawei (Production Amount (Million USD), Cost, Gross Margin)
3.2.3.3 Recent Developments
3.2.3.4 Future Strategic Planning
3.2.4 Nokia Overview
Table Nokia Overview List
3.2.4.1 Product Specifications
3.2.4.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Nokia (Production Amount (Million USD), Cost, Gross Margin)
3.2.4.3 Recent Developments
3.2.4.4 Future Strategic Planning
3.2.5 ZTE Overview
Table ZTE Overview List
3.2.5.1 Product Specifications
3.2.5.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of ZTE (Production Amount (Million USD), Cost, Gross Margin)
3.2.5.3 Recent Developments
3.2.5.4 Future Strategic Planning
3.2.6 Infovista Overview
Table Infovista Overview List
3.2.6.1 Product Specifications
3.2.6.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Infovista (Production Amount (Million USD), Cost, Gross Margin)
3.2.6.3 Recent Developments
3.2.6.4 Future Strategic Planning
3.2.7 Citrix Overview
Table Citrix Overview List
3.2.7.1 Product Specifications
3.2.7.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Citrix (Production Amount (Million USD), Cost, Gross Margin)
3.2.7.3 Recent Developments
3.2.7.4 Future Strategic Planning
3.2.8 Fatpipe Networks Overview
Table Fatpipe Networks Overview List
3.2.8.1 Product Specifications
3.2.8.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Fatpipe Networks (Production Amount (Million USD), Cost, Gross Margin)
3.2.8.3 Recent Developments
3.2.8.4 Future Strategic Planning
3.2.9 Netscout Systems Overview
Table Netscout Systems Overview List
3.2.9.1 Product Specifications
3.2.9.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Netscout Systems (Production Amount (Million USD), Cost, Gross Margin)
3.2.9.3 Recent Developments
3.2.9.4 Future Strategic Planning
3.2.10 Silver Peak Overview
Table Silver Peak Overview List
3.2.10.1 Product Specifications
3.2.10.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Silver Peak (Production Amount (Million USD), Cost, Gross Margin)
3.2.10.3 Recent Developments
3.2.10.4 Future Strategic Planning
3.2.11 Array Networks Overview
Table Array Networks Overview List
3.2.11.1 Product Specifications
3.2.11.2 Business Data (Production Amount (Million USD), Cost, Margin)
Table Network Optimization Services Business Operation of Array Networks (Production Amount (Million USD), Cost, Gross Margin)
3.2.11.3 Recent Developments
3.2.11.4 Future Strategic Planning
4 Market Competition Pattern
4.1 Market Size and Sketch
Figure Global Market Size and Growth Rate, 2017-2021, in Million USD
Figure Global Competition Sketch Overview
4.2 Company Market Share
4.2.1 Global Production by Major Manufacturers
Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD
Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD
Figure Global Production Amount Share by Manufacturers in 2021, in Million USD
4.2.2 Market Concentration Analysis
4.3 Market News and Trend
4.3.1 Merger & Acquisition
4.3.2 New Product Launch
5 Product Type Segment
5.1 Global Overview by Product Type Segment
Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD
5.2 Segment Subdivision by Product Type
5.2.1 Market in On-premises
5.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in On-premises, 2017-2021, in USD Million
5.2.1.2 Situation & Development
5.2.2 Market in Cloud
5.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Cloud, 2017-2021, in USD Million
5.2.2.2 Situation & Development
6 End-Use Segment
6.1 Global Overview by End-Use Segment
Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD
6.2 Segment Subdivision
6.2.1 Market in Local networks optimization
6.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Local networks optimization, 2017-2021, in USD Million
6.2.1.2 Situation & Development
6.2.2 Market in WAN optimization
6.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in WAN optimization, 2017-2021, in USD Million
6.2.2.2 Situation & Development
6.2.3 Market in RAN optimization
6.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in RAN optimization, 2017-2021, in USD Million
6.2.3.2 Situation & Development
6.2.4 Market in Data center optimization
6.2.4.1 Market Size
Figure Global Market Amount and Growth Rate in Data center optimization, 2017-2021, in USD Million
6.2.4.2 Situation & Development
7 Market Forecast & Trend
7.1 Regional Forecast
Table Global Market Forecast by Region Segment 2022-2027, in Million USD
7.2 Consumption Forecast
7.2.1 Product Type Forecast
Table Global Market Amount by Product Type Segment 2022-2027, in Million USD
7.2.2 End-Use Forecast
Table Global Market Amount by End-Use Segment 2022-2027, in Million USD
7.3 Investment Trend
7.4 Consumption Trend
8 Price & Channel
8.1 Price and Cost
8.1.1 Price
8.1.2 Cost
Figure Cost Component Ratio
8.2 Channel Segment
9 Market Drivers & Investment Environment
9.1 Market Drivers
9.2 Investment Environment
9.3 Impact of Coronavirus on the Network Optimization Services Industry
9.3.1 Impact on Industry Upstream
9.3.2 Impact on Industry Downstream
9.3.3 Impact on Industry Channels
9.3.4 Impact on Industry Competition
9.3.5 Impact on Industry Employment
10 Research Conclusion
