Overview:
This next generation computing market report evaluates next generation computing technologies, use cases, and applications. Market readiness factors are considered along with the impact of different computational methods upon other emerging technologies.
The report provides analysis of leading-edge developments such as computer integration with human cognition via bio-computing and brain-computer interfaces. Other pioneering areas covered include leveraging developments in nanotechnology to develop more effective computing models and methods.
The report includes critical analysis of leading vendors and strategies. The report includes next generation computing market sizing for the period of 2023 through 2028.
Select Report Findings:
- The neuromorphic computing market will reach $8.3 billion by 2028
- Swarm computing for the military segment will grow at 32.6% CAGR globally
- Key swam computing components include optimization, clustering, scheduling, and routing
- Banking, bioscience, and government sectors representing leading HPC verticals through 2028
- Brain computer interface technology for repair/support of disabilities will reach $1.7 billion by 2028
- Brain computer interface solutions in functional magnetic resonance imaging will reach $426 million by 2028
- Bio computing for molecular medicine and gene therapy will reach $19.1 and $12.1 billion respectively by 2028
There are many technologies involved, including distributed computing (swarm computing), computational collaboration (bio-computing), improving performance of existing supercomputers, and completely new computer architectures such as those associated with quantum computing. Each of these approaches has their own advantages and disadvantages. Many of these different computing architectures and methods stand alone in terms of their ability to solve market problems.
Next generation computing technologies covered in this report includes:
- High Performance Computing
- Quantum Computing
- Neuromorphic Computing
- Serverless Computing
- Biocomputing
- Nanocomputing
- Brain Computer Interface
More than simply an amalgamation of technologies, the next generation computing market is characterized by many different approaches to solve a plethora of computational challenges. Common factors driving the market include the need for ever increasing computation speed and efficiency, reduced energy consumption, miniaturization, evolving architectures and business models.
High-performance Computing
High-performance computing (HPC) solves complex computational problems using supercomputers and parallel computational techniques, processing algorithms and systems. HPC leverages various techniques including computer modeling, simulation, and analysis to solve advanced computational problems and perform research activities while allowing usage of computing resources concurrently.
Quantum Computing
The commercial introduction of quantum computing is anticipated to both solve and create new problems as previously unsolvable problems will be solved. This multiplicity of developments with next generation computing makes it difficult for the enterprise or government user to make decisions about infrastructure, software, and services.
Biocomputing
Biocomputing refers to the construction and use of computers using biologically derived molecules including DNA and proteins to perform computational calculations such as storing, retrieving and processing data. The computing system functions more like a living organism or contains biological components.
Neuromorphic Computing
Neuromorphic computing refers to the implementation of neural systems such as perception, motor control, and multisensory integration for very large-scale integration systems combining analog circuits or digital circuits or mixed mode circuits, and software systems.
Neuromorphic computing leverages the techniques of neuromorphic engineering that takes inspiration from biology, physics, mathematics, computer science, and electronic engineering to develop artificial neural systems including vision systems, head-eye systems, auditory processors, and autonomous robots.
Nanocomputing
Nanocomputing refers to miniature computing devices (within 100 nanometers) that are used to perform critical tasks like representation and manipulation of data. Nanocomputing is expected to bring revolution in the way traditional computing is used in certain key industry verticals, allowing progress in device technology, computer architectures, and IC processing. This technology area will help to substantially progress implantable technologies inserted into the human body, primarily for various healthcare solutions.
Companies in Report:
- ABM Inc.
- Advanced Brain Monitoring Inc.
- Advanced Diamond Technologies Inc.
- Agilent Technologies Inc.
- Alibaba Group Holding Limited
- Amazon Web Services Inc.
- Apium Swarm Robotics
- Atos SE
- Advanced Micro Devices Inc.
- Robert Bosch GmbH
- Cisco Systems
- D-Wave Systems Inc.
- DELL Technologies Inc.
- Emotiv
- Fujitsu Ltd
- Google Inc.
- Hewlett Packard Enterprise
- Huawei Technologies Co. Ltd.
- IBM Corporation
- Intel Corporation
- Keysight Technologies
- Lockheed Martin Corporation
- Microsoft Corporation
- Mitsubishi Electric Corp.
- NEC Corporation
- Nokia Corporation
- NVidia
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- Oracle Corporation
- Qualcomm Inc.
- Rackspace inc.
- Samsung Electronics Co. Ltd.
- Toshiba Corporation
- Waters Corporation
- Gemalto N.V.
- Juniper Networks Inc.
- SAP SE
- Siemens AG
- Schneider Electric SE
- Raytheon Company
- 1QB Information Technologies Inc.
- Cambridge Quantum Computing Ltd.
- MagiQ Technologies Inc.
- Rigetti Computing
- NTT Docomo Inc.
- Booz Allen Hamilton Inc.
- Airbus Group
- Volkswagen AG
- Iron.io
- Serverless Inc.
- LunchBadger
- CA Technologies
- TIBCO Software Inc.
- Salesforce
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Table of Contents
1.0. Executive Summary
2.0. Introduction
- 2.1. What is Next Generation Computing?
- 2.1.1. High Performance Computing
- 2.1.2. Swarm Computing
- 2.1.3. Neuromorphic Computing
- 2.1.4. Biocomputing
- 2.1.5. Quantum Computing
- 2.1.6. Serverless Computing
- 2.1.7. Brain Computer Interface
- 2.1.8. Nanocomputing
- 2.2. Next Generation Computing Market Drivers
- 2.2.1. Efficient Computation and High Speed Storage
- 2.2.2. Government and Private Initiatives
- 2.2.3. Flexible Computing: Virtualization, Cloud, and Serverless
- 2.2.4. AI enabled, High Performance Embedded Devices, Chipsets, and ICs
- 2.2.5. Cost Effective Computing powered by Pay-as-you-go Model
- 2.3. Next Generation Computing Market Challenges
- 2.3.1. Data Security Concerns in Virtualized and Distributed Cloud
- 2.3.2. Funding Constraints and R&D Activities
- 2.3.3. Lack of Skilled Professionals across the Sector
- 2.3.4. Absence of Uniformity among NGC Branches including Data Format
3.0. Technology and Application Analysis
- 3.1. High Performance Computing
- 3.1.1. HPC Technology
- 3.1.2. Exascale Computation
- 3.1.2.1. Exascale Supercomputer Development
- 3.1.2.1.1. United States
- 3.1.2.1.2. China
- 3.1.2.1.3. Europe
- 3.1.2.1.4. Japan
- 3.1.2.1.5. India
- 3.1.2.1.6. Taiwan
- 3.1.3. Supercomputers
- 3.1.4. High Performance Technical Computing
- 3.1.5. Market Segmentation Considerations
- 3.1.6. Use Cases and Application Areas
- 3.1.6.1. Computer Aided Engineering
- 3.1.6.2. Government
- 3.1.6.3. Financial Services
- 3.1.6.4. Education and Research
- 3.1.6.5. Manufacturing
- 3.1.6.6. Media and Entertainment
- 3.1.6.7. Electronic Design Automation
- 3.1.6.8. Bio-Sciences and Healthcare
- 3.1.6.9. Energy Management and Utilities
- 3.1.6.10. Earth Science
- 3.1.7. Regulatory Framework
- 3.1.8. Value Chain Analysis
- 3.1.9. AI to Drive HPC Performance and Adoption
- 3.2. Swarm Computing
- 3.2.1. Swarm Computing Technology
- 3.2.1.1. Ant Colony Optimization
- 3.2.1.2. Particle Swarm Optimization
- 3.2.1.3. Stochastic Diffusion Search
- 3.2.2. Swarm Intelligence
- 3.2.3. Swarm Computing Capabilities
- 3.2.4. Value Chain Analysis
- 3.2.5. Regulatory Framework
- 3.3. Neuromorphic Computing
- 3.3.1. Neuromorphic Computing Technology
- 3.3.2. Neuromorphic Semiconductor
- 3.3.2.1. Hardware Neurons
- 3.3.2.2. Implanted Memory
- 3.3.3. Neuromorphic Application
- 3.3.4. Neuromorphic Market Explained
- 3.3.5. Value Chain Analysis
- 3.4. Biocomputing
- 3.4.1. Bioinformatics
- 3.4.2. Computational Biology and Drug Discovery
- 3.4.3. Biodata Mining and Protein Simulations
- 3.4.4. Biocomputing Platform and Services
- 3.4.5. Biocomputing Application
- 3.4.6. Biocomputing Products
- 3.4.7. Value Chain Analysis
- 3.5. Quantum Computing
- 3.5.1. Quantum Simulation, Sensing and Communication
- 3.5.2. Quantum Cryptography
- 3.5.3. Quantum Computing Technology
- 3.5.4. Quantum Programming, Software and SDK
- 3.5.5. Quantum Computing Application
- 3.5.6. Value Chain Analysis
- 3.6. Serverless Computing
- 3.6.1. Serverless Computing Solution
- 3.6.2. Serverless Computing Application
- 3.6.2.1. Event Driven Computing
- 3.6.2.2. Live Video Broadcasting
- 3.6.2.3. Processing IoT Data
- 3.6.2.4. Shared Delivery Dispatch System
- 3.6.2.5. Web Application and Bakends
- 3.6.2.6. Application Scalability
- 3.6.2.7. Sales opportunities and Customer Experience
- 3.6.3. Value Chain Analysis
- 3.7. Brain Computer Interface Technology
- 3.7.1. BCI Overview
- 3.7.2. Invasive vs. Non-Invasive BCI
- 3.7.3. Partially Invasive BCI
- 3.7.4. BCI Applications
- 3.7.5. Silicon Electronics
- 3.7.6. Value Chain Analysis
- 3.8. Nanocomputing
- 3.8.1. Nanotechnology
- 3.8.2. Nanomaterials
- 3.8.3. DNA Nanocomputing
- 3.8.4. Nanocomputing Market
- 3.8.5. Value Chain
- 3.9. Artificial Intelligence and IoT
- 3.10. Edge Computing Network and 5G
- 3.11. Blockchain and Virtualization
- 3.12. Green Computing
- 3.13. Cognitive Computing
4.0. Company Analysis
- 4.1. Vendor Ecosystem
- 4.2. Leading Company
- 4.2.1. ABM Inc.
- 4.2.2. Advanced Brain Monitoring Inc.
- 4.2.3. Advanced Diamond Technologies Inc.
- 4.2.4. Agilent Technologies Inc.
- 4.2.5. Alibaba Group Holding Limited
- 4.2.6. Amazon Web Services Inc.
- 4.2.7. Apium Swarm Robotics
- 4.2.8. Atos SE
- 4.2.9. Advanced Micro Devices Inc.
- 4.2.10. Robert Bosch GmbH
- 4.2.11. Cisco Systems
- 4.2.12. D-Wave Systems Inc.
- 4.2.13. DELL Technologies Inc.
- 4.2.14. Emotiv
- 4.2.15. Fujitsu Ltd
- 4.2.16. Google Inc.
- 4.2.17. Hewlett Packard Enterprise
- 4.2.18. Huawei Technologies Co. Ltd.
- 4.2.19. IBM Corporation
- 4.2.20. Intel Corporation
- 4.2.21. Keysight Technologies
- 4.2.22. Lockheed Martin Corporation
- 4.2.23. Microsoft Corporation
- 4.2.24. Mitsubishi Electric Corp.
- 4.2.25. NEC Corporation
- 4.2.26. Nokia Corporation
- 4.2.27. NVidia
- 4.2.28. Oracle Corporation
- 4.2.29. Qualcomm Inc.
- 4.2.30. Rackspace inc.
- 4.3. Other Companies
- 4.3.1. Samsung Electronics Co. Ltd.
- 4.3.2. Toshiba Corporation
- 4.3.3. Waters Corporation
- 4.3.4. Gemalto N.V.
- 4.3.5. Juniper Networks Inc.
- 4.3.6. SAP SE
- 4.3.7. Siemens AG
- 4.3.8. Schneider Electric SE
- 4.3.9. Raytheon Company
- 4.3.10. 1QB Information Technologies Inc.
- 4.3.11. Cambridge Quantum Computing Ltd.
- 4.3.12. MagiQ Technologies Inc.
- 4.3.13. Rigetti Computing
- 4.3.14. NTT Docomo Inc.
- 4.3.15. Booz Allen Hamilton Inc.
- 4.3.16. Airbus Group
- 4.3.17. Volkswagen AG
- 4.3.18. Iron.io
- 4.3.19. Serverless Inc.
- 4.3.20. LunchBadger
- 4.3.21. CA Technologies
- 4.3.22. TIBCO Software Inc.
- 4.3.23. Salesforce
5.0. Next Generation Computing Market Analysis and Forecasts
- 5.1. Overall Next Generation Computing Market
- 5.2. Next Generation Computing Market by Segment
- 5.3. High Performance Computing Market Forecasts
- 5.3.1. HPC Market by Segment
- 5.3.1.1. HPC Market by Hardware Type
- 5.3.1.2. HPC Market by Service Type
- 5.3.2. HPC Market by Industry Vertical
- 5.3.3. HPC as a Service
- 5.3.3.1. HPCaaS Market by Component Solution
- 5.3.3.2. HPCaaS Market by Industry Vertical
- 5.3.4. HPC Deployment: Supercomputer vs. Clustering
- 5.3.5. Exascale Computing Market
- 5.3.5.1. Exascale Computing Driven HPC Market by Segment
- 5.3.5.2. Exascale Computing Driven HPC Market by Hardware Type
- 5.3.5.3. Exascale Computing Driven HPC Market by Service Type
- 5.3.5.4. Exascale Computing Driven HPC Market by Industry Vertical
- 5.3.5.5. Exascale Computing Powered HPCaaS Market
- 5.3.5.5.1. Exascale Computing Powered HPCaaS Market by Component Solution
- 5.3.5.5.2. Exascale Computing Powered HPCaaS Market by Industry Vertical
- 5.4. Swarm Computing Market Forecasts
- 5.4.1. Swarm Computing Market by Algorithm Model
- 5.4.2. Swarm Computing Market by Computing Capabilities
- 5.4.3. Swarm Computing Market by Industry Vertical
- 5.5. Neuromorphic Computing Market Forecasts
- 5.5.1. Neuromorphic Computing Market by Segment
- 5.5.2. Neuromorphic Computing Market by Application
- 5.5.3. Neuromorphic Computing Market by Industry Vertical
- 5.6. Biocomputing Market Forecasts
- 5.6.1. Biocomputing Market by Segment
- 5.6.1.1. Biocomputing Market by Platform Type
- 5.6.1.2. Biocomputing Market by Knowledge Management Tools Type
- 5.6.1.3. Biocomputing Market by Service Type
- 5.6.2. Biocomputing Market by Product Type
- 5.6.3. Biocomputing Market by Application Type
- 5.6.4. Biocomputing Market by Industry Vertical
- 5.7. Brain Computer Interface Market Forecasts
- 5.7.1. BCI Market by Type
- 5.7.2. BCI Market by Technology
- 5.7.3. BCI Market by Application
- 5.7.4. BCI Market by Industry Vertical
- 5.8. Serverless Computing Market Forecasts
- 5.8.1. Serverless Computing Market by Segment
- 5.8.1.1. Serverless Computing Market by Solution Type
- 5.8.1.2. Serverless Computing Market by Service Type
- 5.8.1.2.1. Serverless Computing Market by Professional Service Type
- 5.8.2. Serverless Computing Market by Industry Vertical
- 5.9. Quantum Computing Market Forecasts
- 5.9.1. Quantum Computing Market by Segment
- 5.9.1.1. Quantum Computing Market by Hardware Type
- 5.9.1.2. Quantum Computing Market by Application Software Type
- 5.9.1.3. Quantum Computing Market by Service Type
- 5.9.1.3.1. Quantum Computing Market by Professional Service Type
- 5.9.2. Quantum Computing Market by Technology
- 5.9.3. Quantum Computing Market by Industry Vertical
- 5.10. Nanocomputing Market Forecasts
- 5.10.1. Nanocomputing Market by Segment
- 5.10.1.1. Nanomaterials Market by Components
- 5.10.1.2. Nanotools Market by Components
- 5.10.1.3. Nanodevices Market by Components
- 5.10.2. Nanocomputing Market by Industry Vertical
- 5.11. NGC Market by Deployment Type
- 5.11.1. NGC Market by Cloud Deployment Type
- 5.12. NGC Market by Enterprise Type
- 5.13. NGC Market by Connectivity Type
- 5.13.1. NGC Market by Cellular Connectivity Type
- 5.14. AI Solution Market in NGC
- 5.14.1. AI Solution Market in NGC by Segment
- 5.14.2. AI Solution Market in NGC by AI Technology
- 5.14.3. AI Solution Market in HPCaaS
- 5.14.3.1. AI Solution Market in HPCaaS by Segment
- 5.14.3.2. AI Solution Market in HPCaaS by AI Technology
- 5.15. Big Data Analytics Solution Market in NGC
- 5.16. NGC Market in IoT
- 5.16.1. NGC Market in IoT by Sector
- 5.16.2. HPCaaS Market in IoT
- 5.17. NGC Market in Edge Network
- 5.18. NGC Market in Blockchain
- 5.19. Next Generation Computing Market in Smart Cities
- 5.20. Next Generation Computing Market in 5G
- 5.21. Next Generation Computing Market by Region
- 5.21.1. North America NGC Market by Leading Country
- 5.21.2. Europe NGC Market by Leading Country
- 5.21.3. APAC NGC Market by Leading Country
- 5.21.4. Middle East and Africa NGC Market by Leading Country
- 5.21.5. Latin America NGC Market by Leading Country
6.0. Conclusions and Recommendations