Decision Tree Engine Accelerator

Decision Tree Engine Accelerator

The Xelera Analytics software accelerates machine learning-based analytics queries. For decision tree-based machine learning algorithms, such as Random Forest and XGBoost Xelera Analytics is the worlds fastest analytics engine. Under the hood, Xelera Analytics leverages the enormous computing capabilities of modern enterprise-grade FPGA and GPU accelerators.

Big Data Analytics

Key benefits

  • High-throughput Random Forest, XGBoost and LightGBM Inference
  • One order of magnitude throughput over CPUs and GPUs
  • One order of magnitude cost savings over CPUs and GPUs
  • Usable with zero code change

    Benchmark: Kaggle Malware Detection dataset ( |Number of features: 23 | Maximum decision tree depth: 10 levels | Number of decision trees: 200

      Example use-cases

      • Network security (DDOS prevention)
      • Malware detection
      • Anomaly detection
      • Recommendation engines
      • Risk management
      • Algorithmic trading

      Application areas

      • Cybersecurity
      • Finance
      • Retail


      • Public Cloud (AWS, Azure, Nimbix)
      • On-premises
      • Edge Clouds






      Demo type

      How do you want to use the Xelera Solution (your Use Case)?


      By using thisprivacy policy you agree with the storage and handling of your data by this website.


      Xelera Technologies GmbH collects, processes, and uses your personal data above to process your request.

      Possibility of revocation:

      Of course, you can revoke your consent at any time with effect for the future. You can revoke your consent at any time in the future by sending an e-mail to or by contacting Xelera Technologies GmbH using the contact information provided in the legal notice. Your revocation does not affect the lawfulness of the processing of your data that took place on the basis of your consent until the revocation. You can find further explanations on data protection at Xelera Technologies GmbH at


      Die Xelera Technologies GmbH erhebt, verarbeitet und nutzt Ihre vorstehenden personenbezogenen Daten zur Bearbeitung Ihres Anliegens.


      Selbstverstaendlich koennen Sie Ihre Einwilligung jederzeit mit Wirkung fuer die Zukunft widerrufen. Den Widerruf koennen Sie gegenueber der Xelera Technologies GmbH ueber folgende E-Mail geltend machen: bzw. die Xelera Technologies GmbH hierzu unter den im Legal Notice angegebenen Kontaktdaten kontaktieren. Ihr Widerruf laesst die Rechtmaessigkeit der aufgrund der Einwilligung bis zum Widerruf erfolgten Verarbeitung Ihrer Daten unberuehrt.

      Weitere Erlaeuterungen zum Datenschutz bei der Xelera Technologies GmbH finden Sie unter



The Acceleration Platform

Read more

Is a plugin

Analytics Plug In

Decision Tree Engine Accelerator

Read more

Visit us on: