Zobrazeno 1 - 10
of 543
pro vyhledávání: '"Deelman Ewa"'
Autor:
Jin, Hongwei, Papadimitriou, George, Raghavan, Krishnan, Zuk, Pawel, Balaprakash, Prasanna, Wang, Cong, Mandal, Anirban, Deelman, Ewa
Anomaly detection in computational workflows is critical for ensuring system reliability and security. However, traditional rule-based methods struggle to detect novel anomalies. This paper leverages large language models (LLMs) for workflow anomaly
Externí odkaz:
http://arxiv.org/abs/2407.17545
Autor:
Raghavan, Krishnan, Papadimitriou, George, Jin, Hongwei, Mandal, Anirban, Kiran, Mariam, Balaprakash, Prasanna, Deelman, Ewa
A computational workflow, also known as workflow, consists of tasks that are executed in a certain order to attain a specific computational campaign. Computational workflows are commonly employed in science domains, such as physics, chemistry, genomi
Externí odkaz:
http://arxiv.org/abs/2405.06133
The increasing growth of data volume, and the consequent explosion in demand for computational power, are affecting scientific computing, as shown by the rise of extreme data scientific workflows. As the need for computing power increases, quantum co
Externí odkaz:
http://arxiv.org/abs/2404.10389
Autor:
Jin, Hongwei, Raghavan, Krishnan, Papadimitriou, George, Wang, Cong, Mandal, Anirban, Deelman, Ewa, Balaprakash, Prasanna
Anomaly detection is the task of identifying abnormal behavior of a system. Anomaly detection in computational workflows is of special interest because of its wide implications in various domains such as cybersecurity, finance, and social networks. H
Externí odkaz:
http://arxiv.org/abs/2310.01247
Autor:
Papadimitriou, George, Jin, Hongwei, Wang, Cong, Mayani, Rajiv, Raghavan, Krishnan, Mandal, Anirban, Balaprakash, Prasanna, Deelman, Ewa
A computational workflow, also known as workflow, consists of tasks that must be executed in a specific order to attain a specific goal. Often, in fields such as biology, chemistry, physics, and data science, among others, these workflows are complex
Externí odkaz:
http://arxiv.org/abs/2306.09930
Autor:
Afle, Chaitanya, Miles, Patrick R., Caino-Lores, Silvina, Capano, Collin D., Tews, Ingo, Vahi, Karan, Deelman, Ewa, Taufer, Michela, Brown, Duncan A.
NASA's Neutron Star Interior Composition Explorer (NICER) observed X-ray emission from the pulsar PSR J0030+0451 in 2018. Riley et al. reported Bayesian parameter measurements of the mass and the star's radius using pulse-profile modeling of the X-ra
Externí odkaz:
http://arxiv.org/abs/2304.01035
Autor:
Do, Tu Mai Anh, Pottier, Loïc, da Silva, Rafael Ferreira, Suter, Frédéric, Caíno-Lores, Silvina, Taufer, Michela, Deelman, Ewa
Molecular dynamics (MD) simulations are widely used to study large-scale molecular systems. HPC systems are ideal platforms to run these studies, however, reaching the necessary simulation timescale to detect rare processes is challenging, even with
Externí odkaz:
http://arxiv.org/abs/2208.09190
Autor:
Xin, Yufeng, Fu, Shih-Wen, Mandal, Anirban, Tanaka, Ryan, Rynge, Mats, Vahi, Karan, Deelman, Ewa
Most recent network failure diagnosis systems focused on data center networks where complex measurement systems can be deployed to derive routing information and ensure network coverage in order to achieve accurate and fast fault localization. In thi
Externí odkaz:
http://arxiv.org/abs/2207.02102
Autor:
Patel, Ria, Roachell, Brandan, Caino-Lores, Silvina, Ketron, Ross, Leonard, Jacob, Tan, Nigel, Brown, Duncan, Deelman, Ewa, Taufer, Michela
This paper presents an interdisciplinary effort aiming to develop and share sustainable knowledge necessary to analyze, understand, and use published scientific results to advance reproducibility in multi-messenger astrophysics. Specifically, we targ
Externí odkaz:
http://arxiv.org/abs/2205.10267
Autor:
Honoré, Valentin, Do, Tu Mai Anh, Pottier, Loïc, da Silva, Rafael Ferreira, Deelman, Ewa, Suter, Frédéric
The amount of data generated by numerical simulations in various scientific domains such as molecular dynamics, climate modeling, biology, or astrophysics, led to a fundamental redesign of application workflows. The throughput and the capacity of sto
Externí odkaz:
http://arxiv.org/abs/2112.15067