Applications

UMA IP can deliver high performance and cost effective acceleration of workloads in Autonomous Systems, Industrial Automation Robotics, AVMR Dialog Systems & Surveillance Systems

Workload Acceleration -

Cloud/Data Center:

Acceleration of frequently used highly parallel, highly vectorized workloads

Eg: Machine Learning/Deep Learning:

– Training and Inference of all types of AI workloads
– Streaming Data Processing

Edge Computing –

Data processing at the edge of the network, the point where the data is originally collected

Acceleration of AI/ML workloads reduces latency and transmission costs

Eg: Predictive maintenance:

– Preliminary data screening and real time analysis
– Instant response to requirements

Node Computing –

Hand Held / Portable / Embedded Devices -

Acceleration of AI/ML Imaging workloads on the device where low power is of paramount importance

Eg:

– Object detection, Classification, Identification
– Augmented, virtual and Mixed reality (AVMR) Devices
– Dialog Systems
– Surveillance systems

Signal Processing –

Acceleration of DSP Algorithms
Eg:

Baseband processing:

NavIC Base Band Processor – for IRNSS based global positioning receiver devices

Synthetic Aperture Radar

Workload Acceleration

 

Cloud/Data Center

Acceleration of frequently used highly parallel, highly vectorized workloads

  • Eg: Machine Learning/Deep Learning:
    • Training and Inference of all types of AI workloads
    • Streaming Data Processing

Edge Computing

 

Data processing at the edge of the network , the point where the data is originally collected

  • Acceleration of AI/ML workloads reduces latency and transmission costs
  • Eg: Predictive maintenance
    • Preliminary data screening and real time analysis
    • Instant response to requirements

Node Computing

Hand Held / Portable / Embedded Devices –

  • Acceleration of AI/ML Imaging workloads on the device where low power is of paramount importance
  • Eg:
    • Object detection, Classification, Identification
    • Augmented, virtual and Mixed reality (AVMR) Devices
    • Dialog Systems
    • Surveillance systems

Signal Processing

Acceleration of DSP Algorithms
Eg:

  • Baseband processing: NavIC Base Band Processor– for IRNSS based global positioning receiver devices
  • Synthetic Aperture Radar