The Software Defined Network for End-to-End Networked Science at Exascale (SENSE) is a groundbreaking initiative to revolutionize data transfer across multidomain networks. By leveraging software-defined networking capabilities, SENSE seeks to provide a tailored network solution for Large Hadron Collider (LHC) experiments, such as the Compact Muon Solenoid (CMS) experiment.
With the LHC producing an astonishing 0.5 exabytes of data per year after its High Luminosity upgrade, efficient data transfer is crucial for the success of these experiments. SENSE addresses this challenge by integrating with Rucio, a widely used data management software in the LHC community. This collaboration enables researchers to allocate and prioritize certain data transfers over the wide area network, ensuring that high-priority data is transmitted efficiently and effectively.
The benefits of SENSE for LHC experiments are numerous:
- Improved efficiency: Streamlining data movement and reducing complexity associated with coordinating data transfers across multiple networks.
- Enhanced productivity: The integration of SENSE with Rucio enables researchers to request and provision end-to-end intelligent network services for their application workflows, leveraging SDN capabilities.
- Reduced latency: Prioritizing certain data transfers over the wide area network reduces latency and ensures that high-priority data is transmitted efficiently and effectively.
The SENSE project has significant implications for LHC experiments, such as CMS. By providing a software-defined network that can be tailored to meet the specific needs of each experiment or application workflow, researchers will be able to request and provision end-to-end intelligent network services for their applications.
The Large Hadron Collider (LHC) experiments, such as the Compact Muon Solenoid (CMS) experiment, produce vast amounts of data that need to be distributed across various National Research and Education Networks (NRENs). The sheer scale of this data movement poses significant challenges for operators, who must coordinate the transfer of data while ensuring predictable flows across multidomain networks. To address this issue, researchers have developed SENSE, a software-defined network (SDN) that enables end-to-end intelligent network services for application workflows.
SENSE aims to provide National Labs and universities with the ability to request and provision end-to-end intelligent network services, leveraging SDN capabilities. This is crucial for scientific collaborations, which often view the network as an opaque resource. By integrating SENSE with data management software like Rucio, used by CMS Experiment, researchers can allocate and prioritize certain data transfers over the wide area network.
The integration of SENSE with Rucio will allow LHC experiments to manage their data more efficiently, ensuring that critical data is transferred promptly and predictably across NRENs. This is particularly important for the High-Luminosity upgrade of the CMS experiment, which will produce approximately 0.5 exabytes of data per year.
The distribution of data across multidomain networks poses significant challenges for operators. National Research and Education Networks (NRENs) are critical components of the success of LHC experiments like CMS, but they often lack awareness of data priorities, importance, or need for quality of service (QoS). This makes it difficult to coordinate the movement of data and ensure predictable flows across these networks.
During data movement, NRENs treat networks as a blackbox resource, unaware of the specific requirements of each experiment. This can lead to inefficiencies in data transfer, causing delays and disruptions to critical scientific research. The lack of QoS capabilities also makes it challenging for operators to prioritize certain data transfers over others, further exacerbating the issue.
To address this challenge, researchers have developed SENSE, a software-defined network that enables end-to-end intelligent network services for application workflows. By integrating SENSE with Rucio, used by CMS Experiment, researchers can allocate and prioritize certain data transfers over the wide area network, ensuring more efficient and predictable data movement across NRENs.
The integration of SENSE with Rucio is a critical component of the SENSE project. Rucio is the data management software used by CMS Experiment to manage their vast amounts of data. By integrating SENSE with Rucio, researchers can allocate and prioritize certain data transfers over the wide area network, ensuring more efficient and predictable data movement across NRENs.
This integration will allow LHC experiments to request and provision end-to-end intelligent network services for their application workflows, leveraging SDN capabilities. This is particularly important for the High-Luminosity upgrade of the CMS experiment, which will produce approximately 0.5 exabytes of data per year.
The integration of SENSE with Rucio will also enable researchers to manage their data more efficiently, ensuring that critical data is transferred promptly and predictably across NRENs. This is crucial for scientific collaborations, which often rely on timely and efficient data transfer to advance their research.
The development of SENSE offers several benefits for the scientific community. By enabling end-to-end intelligent network services for application workflows, researchers can manage their data more efficiently, ensuring that critical data is transferred promptly and predictably across NRENs.
This is particularly important for LHC experiments like CMS, which produce vast amounts of data that need to be distributed across various NRENs. The integration of SENSE with Rucio will allow these experiments to request and provision end-to-end intelligent network services, leveraging SDN capabilities.
The benefits of SENSE extend beyond the scientific community, however. By providing a more efficient and predictable data movement system, researchers can also improve the overall efficiency of their research, reducing costs and increasing productivity.
In conclusion, the development of SENSE offers several benefits for the scientific community. By enabling end-to-end intelligent network services for application workflows, researchers can manage their data more efficiently, ensuring that critical data is transferred promptly and predictably across NRENs.
Integrating SENSE with Rucio will allow LHC experiments to request and provision end-to-end intelligent network services, leveraging SDN capabilities. This is particularly important for the High-Luminosity upgrade of the CMS experiment, which will produce approximately 0.5 exabytes of data per year.
By addressing the challenges of data movement in multidomain networks, SENSE has the potential to revolutionize the way researchers manage their data, improving the overall efficiency and productivity of scientific research.
Publication details: “Automated Network Services for Exascale Data Movement”
Publication Date: 2024-01-01
Authors: Justas Balcas, H. B. Newman, Preeti P. Bhat, Frank Würthwein, et al.
Source: EPJ Web of Conferences
DOI: https://doi.org/10.1051/epjconf/202429501009
