Watchlist

Keyword Trends

• Hardware acceleration
  • SIMD & FMA (fused multiply-add)
    • Embedded Computing for High Performance: Efficient Mapping of Computations Using Customization, Code Transformations and Compilation (https://www.amazon.com/Embedded-Computing-High-Performance-Transformations/dp/0128041897)
  • ARM: AWS Graviton
  • ML inference: AWS Inferentia (ASIC)
    • https://aws.amazon.com/machine-learning/inferentia/
    • https://github.com/aws/aws-neuron-sdk
  • Quantum computing
• Infra & Architecture
  • Serverless
    • The trend on both cloud and edge compute.
    • AWS Lambda and AWS Fargate
    • Severless standard on edge is working in progress (Amazon, Cloudfare, and Fastly).
  • Edge computing
    • AWS Outpost (on-prem)
    • AWS WaveLength (5G, ISP)
  • Container orchestration solutions
    • Cloud-side: EKS, ECS
    • Edge-side: EKS / ECS anywhere
• ML pipeline
  • AWS SageMaker (fully leverage AWS Inferentia)
  • Kubeflow on AWS EKS
  • Metaflow (https://github.com/Netflix/metaflow)