Skip to content
View sakura-ngt's full-sized avatar
:electron:
:electron:

Block or report sakura-ngt

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
sakura-ngt/README.md

๐ŸŒธ sakura-ngt

Next Generation Triggers (NGT) is a research and development effort within the CMS experiment at CERN, focused on rethinking the trigger system strategy for the Phase-2 upgrade of the HL-LHC and beyond.

๐Ÿš€ Project Overview

The NGT project explores new paradigms for real-time data processing in high-energy physics, with the goal of enabling more powerful, flexible, and physics-driven trigger decisions.

A core component of this effort is the Real-time Reconstruction Revolution (R3) initiative.

Real-time Reconstruction Revolution (R3)

R3 aims to bring offline-quality event reconstruction directly into the High-Level Trigger (HLT) filtering system, in real time.

Key ideas include:

  • Buffering the entire HLT input stream
  • Computing high-quality calibrations online during data taking
  • Applying these calibrations before HLT reconstruction
  • Producing compact, analysis-ready events with offline-level accuracy

This approach enables high-quality physics analysis directly from trigger-level outputs.

๐Ÿงช Run-3 Prototype Deployment

To demonstrate feasibility, NGT deployed a prototype system within the CMS data-acquisition infrastructure during LHC Run 3.

The prototype:

  • Buffers approximately 1% of trigger data for several hours
  • Computes precise calibrations during this buffering window
  • Applies calibrations before HLT reconstruction
  • Integrates seamlessly into the existing trigger workflow

โœ… Validation and Results

The system is:

  • Fully validated using standard CMS data-quality monitoring (DQM)
  • Demonstrated to deliver calibration-aware, high-quality reconstruction
  • Proven to operate directly within the trigger system

These results show that offline-level reconstruction quality in the trigger is both technically feasible and operationally robust.

๐ŸŽฏ Vision

NGT and R3 lay the groundwork for:

  • More powerful trigger strategies at HL-LHC
  • Increased physics reach under extreme pileup conditions
  • A unified view of online and offline reconstruction

๐Ÿ“Œ This repository hosts code, studies, and documentation related to the NGT and R3 efforts.

Pinned Loading

  1. sakura sakura Public

    Forked from cms-ngt-hlt/sakura

    Repository for Task 3.4 of the CMS-NGT-HLT project

    Python 1

  2. cmssw cmssw Public

    Forked from cms-sw/cmssw

    CMS Offline Software

    C++

  3. NGTCalibrationLoop NGTCalibrationLoop Public

    The NGT Demonstator Calibration Leg

    Python