{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T10:20:25Z","timestamp":1777630825250,"version":"3.51.4"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T00:00:00Z","timestamp":1756771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T00:00:00Z","timestamp":1756771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,2]]},"DOI":"10.1109\/cluster59342.2025.11186477","type":"proceedings-article","created":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T17:35:09Z","timestamp":1759858509000},"page":"1-12","source":"Crossref","is-referenced-by-count":1,"title":["NSYS2PRV: Detailed and Quantitative Analysis of Large-Scale GPU Execution Traces with Paraver"],"prefix":"10.1109","author":[{"given":"Marc","family":"Clasc\u00e0","sequence":"first","affiliation":[{"name":"Barcelona Supercomputing Center,Barcelona,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jes\u00fas","family":"Labarta","sequence":"additional","affiliation":[{"name":"Barcelona Supercomputing Center,Barcelona,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marta","family":"Garcia-Gasulla","sequence":"additional","affiliation":[{"name":"Barcelona Supercomputing Center,Barcelona,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","year":"2024","journal-title":"Top500 list - november 2024"},{"key":"ref2","year":"2025","journal-title":"Nsight systems"},{"issue":"03","key":"ref3","article-title":"Paraver: A tool to visualize and analyze parallel code","volume":"44","author":"Pillet","year":"1995","journal-title":"WoTUG-18"},{"key":"ref4","author":"Supercomputing Center","year":"2025","journal-title":"Extrae"},{"key":"ref5","year":"2025","journal-title":"Nvidia collective communications library (nccl)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SC41405.2020.00024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3659914.3659932"},{"issue":"8","key":"ref8","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1016\/j.parco.2013.05.004","article-title":"Framework for a productive performance optimization","volume":"39","author":"Servat","year":"2013","journal-title":"Parallel Computing"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31476-6_7"},{"key":"ref10","author":"Nagel","year":"1996","journal-title":"Vampir: Visualization and analysis of mpi resources"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3233\/978-1-61499-041-3-481"},{"key":"ref12","year":"2025","journal-title":"Perfetto"},{"key":"ref13","year":"2025","journal-title":"Pytorch kineto"},{"key":"ref14","author":"Research","year":"2025","journal-title":"Holistic trace analysis"},{"key":"ref15","author":"Bhatnagar","year":"2023","journal-title":"Pytorch trace analysis for the masses"},{"key":"ref16","article-title":"Chakra: Advancing performance benchmarking and co-design using standardized execution traces","author":"Sridharan","year":"2023","journal-title":"arXiv.org"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3650200.3656597"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS61541.2024.00031"},{"key":"ref19","article-title":"Fine-grained trace-driven performance modeling and simulation for large-scale ML training","volume-title":"Machine Learning for Computer Architecture and Systems","author":"Liang","year":"2024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3639034"},{"key":"ref21","volume-title":"Llm-inference-bench: Inference benchmarking of large language models on ai accelerators","author":"Chitty-Venkata","year":"2024"},{"key":"ref22","author":"Cloud","year":"2025","journal-title":"Axolotl"},{"key":"ref23","volume-title":"The llama 3 herd of models","author":"Grattafiori","year":"2024"},{"key":"ref24","volume-title":"Mistral 7b","author":"Jiang","year":"2023"}],"event":{"name":"2025 IEEE International Conference on Cluster Computing (CLUSTER)","location":"United Kingdom","start":{"date-parts":[[2025,9,2]]},"end":{"date-parts":[[2025,9,5]]}},"container-title":["2025 IEEE International Conference on Cluster Computing (CLUSTER)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11186399\/11186452\/11186477.pdf?arnumber=11186477","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T05:21:06Z","timestamp":1759900866000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11186477\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,2]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/cluster59342.2025.11186477","relation":{},"subject":[],"published":{"date-parts":[[2025,9,2]]}}}