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      Research & Development
      
                
  
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Science and Technology
  Research & Development
  Emerging Computing Paradigms

     Research & Development
                
      Advanced Sensing
                
                    
      
      Artificial Intelligence and Autonomous Systems
                
                    
      
      Biotechnology
                
                    
      
      Border Security
                
                    
      
      Chemical, Biological and Explosive Defense R&D
                
                    
      
      Communications and Cyber Resiliency
                
                    
      
      Community and Infrastructure Resilience
                
                    
      
      Counter Terrorist
                
                    
      
      Cybersecurity/Information Analysis R&D
                
                    
      
      Data, Modeling, and Simulation Sciences
                
                    
      
      Digital Identity and Trust
                
                    
      
      Earth Systems Sciences
                
                    
                    
      Emerging Computing Paradigms
                
                    
      
      First Responder Capability
                
                    
      
      Food and Agriculture Defense
                
                    
      
      Novel Materials and Secure Manufacturing
                
                    
      
      Physical Security and Critical Infrastructure Resilience
                
                    
      
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      Wildfire TechnologyExpertise
                
                    
      
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      Work with S&T
                
                    
      
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      About S&TEmerging Computing Paradigms
Image
              chip manufacturingThere are a number of emerging architecture platforms (e.g., quantum, neuromorphic, optical, etc.) on the horizon that are better aligned with emerging application needs and have the potential to significantly accelerate performance, efficiency, and cost, while reducing power consumption. These next-generation computing paradigms deserve our vigilant attention.

The drive to improve current-generation conventional computing paradigms while preparing for next-generation computing paradigms is the foundation for the Science and Technology Directorate’s (S&T) research activities:

Engineering and architectural analysis of specialized digital computing derivatives (e.g., parallel, distributed, edge, etc.) and special purpose chips (e.g., AI accelerators, graphics processing units, tensor processing units, etc.).
	Understanding the likely trajectory of relevant hardware and software technologies in next generation computing paradigms (e.g., quantum, neuromorphic, extreme parallelism, etc.) as well as preparing for experiments with these technologies.S&T’s focus areas in emerging computing paradigms are:

**Ubiquitous Computing**- We aim to enable tasks with aggressive performance requirements (e.g., simulation, AI, real-time control systems, etc.) to be performed anywhere—in the cloud, locally, or at the operational edge. We also aim to understand computing architectures and supercomputing advances that will enable DHS to leverage data for enhanced real-time decision making.
	**Next-generation Computing Capabilities**- We seek to examine developments in computing and potential applications for DHS use cases.News

Blog: Big Promise from the Very Small
	Technologically Speaking Podcast: It’s Going to Be World ChangingContact

TCD.Comms@hq.dhs.gov

Learn more about us and discover how your organization can partner with S&T to make the homeland more secure.
      
      
  
    
    TopicsScience and TechnologyKeywordsScience and Technology

    Last Updated: 03/15/2024
  
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           Research & Development
      
    
                  Expertise
      
    
                  Partnerships
      
    
                  Work with S&T
      
    
                  News & Events
      
    
                  About S&T
                            
        Science and Technology
      
    https://www.dhs.gov/science-and-technology
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