DRMaestro: orchestrating disaggregated resources on virtualized data-centers von Amaral, Marcelo, Polo, Jordà, Carrera, David, Gonzalez, Nelson, Yang, Chih-Chieh, Morari, Alessandro, D’Amora, Bruce, Youssef, Alaa, Steinder, Malgorzata

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Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection von Suneja, Sahil, Zhuang, Yufan, Zheng, Yunhui, Laredo, Jim, Morari, Alessandro, Khurana, Udayan

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Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT von Pujar, Saurabh, Zheng, Yunhui, Buratti, Luca, Lewis, Burn, Chen, Yunchung, Laredo, Jim, Morari, Alessandro, Epstein, Edward, Lin, Tsungnan, Yang, Bo, Su, Zhong

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In-Memory Graph Databases for Web-Scale Data von Castellana, Vito Giovanni, Morari, Alessandro, Weaver, Jesse, Tumeo, Antonino, Haglin, David, Villa, Oreste, Feo, John

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Scaling Semantic Graph Databases in Size and Performance von Morari, Alessandro, Castellana, Vito Giovanni, Villa, Oreste, Tumeo, Antonino, Weaver, Jesse, Haglin, David, Choudhury, Sutanay, Feo, John

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SMT Malleability in IBM POWER5 and POWER6 Processors von Morari, A., Boneti, C., Cazorla, F. J., Gioiosa, R., Chen-Yong Cher, Buyuktosunoglu, A., Bose, P., Valero, M.

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Toward a data scalable solution for facilitating discovery of science resources von Weaver, Jesse, Castellana, Vito Giovanni, Morari, Alessandro, Tumeo, Antonino, Purohit, Sumit, Chappell, Alan, Haglin, David, Villa, Oreste, Choudhury, Sutanay, Schuchardt, Karen, Feo, John

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Toward a data scalable solution for facilitating discovery of science resources von Weaver, Jesse, Castellana, Vito Giovanni, Morari, Alessandro, Tumeo, Antonino, Purohit, Sumit, Chappell, Alan, Haglin, David, Villa, Oreste, Choudhury, Sutanay, Schuchardt, Karen, Feo, John

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Efficient Sorting on the Tilera Manycore Architecture von Morari, A., Tumeo, A., Villa, O., Secchi, S., Valero, M.

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Data-Driven AI Model Signal-Awareness Enhancement and Introspection von Suneja, Sahil, Zhuang, Yufan, Zheng, Yunhui, Laredo, Jim, Morari, Alessandro

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CONCORD: Clone-aware Contrastive Learning for Source Code von Ding, Yangruibo, Chakraborty, Saikat, Buratti, Luca, Pujar, Saurabh, Morari, Alessandro, Kaiser, Gail, Ray, Baishakhi

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Probing Model Signal-Awareness via Prediction-Preserving Input Minimization von Suneja, Sahil, Zheng, Yunhui, Zhuang, Yufan, Laredo, Jim, Morari, Alessandro

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MAPPING SUBSURFACE INFRASTRUCTURE von Morari, Alessandro, Raufi, Cambiz Nick, Domeniconi, Giacomo

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Training data augmentation via program simplification von Sahil Suneja, Yunhui Zheng, Jim Laredo, Alessandro Morari, Yufan Zhuang

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Learning to map source code to software vulnerability using code-as-a-graph von Suneja, Sahil, Zheng, Yunhui, Zhuang, Yufan, Laredo, Jim, Morari, Alessandro

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Remediation strategy optimization for development, security and operations (DevSecOps) von Morari, Alessandro, Doran, James R, Nadgowda, Shripad

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NLP-based context-aware log mining for troubleshooting von Morari, Alessandro, Domeniconi, Giacomo, Lee, Eun Kyung

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VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements von Ding, Yangruibo, Suneja, Sahil, Zheng, Yunhui, Laredo, Jim, Morari, Alessandro, Kaiser, Gail, Ray, Baishakhi

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Towards Learning (Dis)-Similarity of Source Code from Program Contrasts von Ding, Yangruibo, Buratti, Luca, Pujar, Saurabh, Morari, Alessandro, Ray, Baishakhi, Chakraborty, Saikat

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Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation von Zhuang, Yufan, Suneja, Sahil, Thost, Veronika, Domeniconi, Giacomo, Morari, Alessandro, Laredo, Jim

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