T. Tedeschi
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View article: Benchmarking distributed-interactive HEP analysis workflows on the new Italian National Centre analysis infrastructure
Benchmarking distributed-interactive HEP analysis workflows on the new Italian National Centre analysis infrastructure Open
Computationally efficient data processing and the challenges of future colliders are pushing to re-think High Energy Physics (HEP) computing models. The work behind this contribution aims at providing transparent resources for users and ex…
View article: Unlocking the compute continuum: Scaling out from cloud to HPC and HTC resources
Unlocking the compute continuum: Scaling out from cloud to HPC and HTC resources Open
In a geo-distributed computing infrastructure with heterogeneous resources (HPC and HTC and possibly cloud), a key to unlock an efficient and user-friendly access to the resources is being able to offload each specific task to the best sui…
View article: Prototyping a ROOT-based distributed analysis workflow for HL-LHC: The CMS use case
Prototyping a ROOT-based distributed analysis workflow for HL-LHC: The CMS use case Open
View article: Prototyping a ROOT-based distributed analysis workflow for HL-LHC: the CMS use case
Prototyping a ROOT-based distributed analysis workflow for HL-LHC: the CMS use case Open
The challenges expected for the next era of the Large Hadron Collider (LHC), both in terms of storage and computing resources, provide LHC experiments with a strong motivation for evaluating ways of rethinking their computing models at man…
View article: Smart Caching in a Data Lake for High Energy Physics Analysis
Smart Caching in a Data Lake for High Energy Physics Analysis Open
The continuous growth of data production in almost all scientific areas raises new problems in data access and management, especially in a scenario where the end-users, as well as the resources that they can access, are worldwide distribut…
View article: Prototyping a Root-Based Distributed Analysis Workflow for Hl-Lhc: The Cms Use Case
Prototyping a Root-Based Distributed Analysis Workflow for Hl-Lhc: The Cms Use Case Open
View article: Smart caching in a Data Lake for High Energy Physics analysis
Smart caching in a Data Lake for High Energy Physics analysis Open
The continuous growth of data production in almost all scientific areas raises new problems in data access and management, especially in a scenario where the end-users, as well as the resources that they can access, are worldwide distribut…
View article: Reinforcement Learning for Smart Caching at the CMS experiment
Reinforcement Learning for Smart Caching at the CMS experiment Open
In the near future, High Energy Physics experiments’ storage and computing needs will go far above what can be achieved by only scaling current computing models or current infrastructures. Considering the LHC case, for 10 years a federated…
View article: Migration of CMSWEB cluster at CERN to Kubernetes: a comprehensive study
Migration of CMSWEB cluster at CERN to Kubernetes: a comprehensive study Open
View article: First experiences with a portable analysis infrastructure for LHC at INFN
First experiences with a portable analysis infrastructure for LHC at INFN Open
The challenges proposed by the HL-LHC era are not limited to the sheer amount of data to be processed: the capability of optimizing the analyser's experience will also bring important benefits for the LHC communities, in terms of total res…
View article: Smart Caching at CMS: applying AI to XCache edge services
Smart Caching at CMS: applying AI to XCache edge services Open
The projected Storage and Compute needs for the HL-LHC will be a factor up to 10 above what can be achieved by the evolution of current technology within a flat budget. The WLCG community is studying possible technical solutions to evolve …