Alessandro Morari

According to our database, Alessandro Morari authored at least 35 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT.

Saurabh Pujar, Yunhui Zheng, Luca Buratti, Burn L. Lewis, Yunchung Chen, Jim Laredo, Alessandro Morari, Edward A. Epstein, Tsungnan Lin, Bo Yang, Zhong Su

Empir. Softw. Eng., April, 2024

2023

Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection.

Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana

ACM Trans. Softw. Eng. Methodol., November, 2023

Automated Code generation for Information Technology Tasks in YAML through Large Language Models.

Saurabh Pujar, Luca Buratti, Xiaojie Guo, Nicolas Dupuis, Burn L. Lewis, Sahil Suneja, Atin Sood, Ganesh Nalawade, Matthew Jones, Alessandro Morari, Ruchir Puri

CoRR, 2023

CONCORD: Clone-Aware Contrastive Learning for Source Code.

Yangruibo Ding, Saikat Chakraborty, Luca Buratti, Saurabh Pujar, Alessandro Morari, Gail E. Kaiser, Baishakhi Ray

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Code Vulnerability Detection via Signal-Aware Learning.

Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models.

Saurabh Pujar, Luca Buratti, Xiaojie Guo, Nicolas Dupuis, Burn L. Lewis, Sahil Suneja, Atin Sood, Ganesh Nalawade, Matthew Jones, Alessandro Morari, Ruchir Puri

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements.

Yangruibo Ding, Sahil Suneja, Yunhui Zheng, Jim Laredo, Alessandro Morari, Gail E. Kaiser, Baishakhi Ray

Proceedings of the IEEE International Conference on Software Analysis, 2022

Varangian: A Git Bot for Augmented Static Analysis.

Saurabh Pujar, Yunhui Zheng, Luca Buratti, Burn L. Lewis, Alessandro Morari, Jim Laredo, Kevin Postlethwait, Christoph Görn

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Towards Learning (Dis)-Similarity of Source Code from Program Contrasts.

Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

DRMaestro: orchestrating disaggregated resources on virtualized data-centers.

Marcelo Amaral, Jordà Polo, David Carrera, Nelson M. Gonzalez, Chih-Chieh Yang, Alessandro Morari, Bruce D'Amora, Alaa Youssef, Malgorzata Steinder

J. Cloud Comput., 2021

Data-Driven and SE-assisted AI Model Signal-Awareness Enhancement and Introspection.

Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari

CoRR, 2021

Contrastive Learning for Source Code with Structural and Functional Properties.

Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty

CoRR, 2021

Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation.

Yufan Zhuang, Sahil Suneja, Veronika Thost, Giacomo Domeniconi, Alessandro Morari, Jim Laredo

CoRR, 2021

Probing model signal-awareness via prediction-preserving input minimization.

Sahil Suneja, Yunhui Zheng, Yufan Zhuang, Jim Alain Laredo, Alessandro Morari

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis.

Yunhui Zheng, Saurabh Pujar, Burn L. Lewis, Luca Buratti, Edward A. Epstein, Bo Yang, Jim Laredo, Alessandro Morari, Zhong Su

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

Towards Reliable AI for Source Code Understanding.

Sahil Suneja, Yunhui Zheng, Yufan Zhuang, Jim Alain Laredo, Alessandro Morari

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020

Exploring Software Naturalness through Neural Language Models.

Luca Buratti, Saurabh Pujar, Mihaela A. Bornea, J. Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi

CoRR, 2020

Learning to map source code to software vulnerability using code-as-a-graph.

Sahil Suneja, Yunhui Zheng, Yufan Zhuang, Jim Laredo, Alessandro Morari

CoRR, 2020

2017

Jitter-Trace: a low-overhead OS noise tracing tool based on Linux Perf.

Nelson Mimura Gonzalez, Alessandro Morari, Fabio Checconi

Proceedings of the 7th International Workshop on Runtime and Operating Systems for Supercomputers, 2017

2016

Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics.

Nitin Sukhija, Alessandro Morari, Ioana Banicescu

Proceedings of the Resource Management for Big Data Platforms, 2016

GraQL: A Query Language for High-Performance Attributed Graph Databases.

Daniel G. Chavarría-Miranda, Vito Giovanni Castellana, Alessandro Morari, David Haglin, John Feo

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015

In-Memory Graph Databases for Web-Scale Data.

Vito Giovanni Castellana, Alessandro Morari, Jesse Weaver, Antonino Tumeo, David Haglin, Oreste Villa, John Feo

Computer, 2015

High Level Synthesis of RDF Queries for Graph Analytics.

Vito Giovanni Castellana, Marco Minutoli, Alessandro Morari, Antonino Tumeo, Marco Lattuada, Fabrizio Ferrandi

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

High-Performance, Distributed Dictionary Encoding of RDF Datasets.

Alessandro Morari, Jesse Weaver, Oreste Villa, David J. Haglin, Antonino Tumeo, Vito Giovanni Castellana, John Feo

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

GEMS: Graph Database Engine for Multithreaded Systems.

Alessandro Morari, Vito Giovanni Castellana, Oreste Villa, Jesse Weaver, Gregory Todd Williams, David J. Haglin, Antonino Tumeo, John Feo

Proceedings of the Big Data - Algorithms, Analytics, and Applications., 2015

2014

Toward a data scalable solution for facilitating discovery of science resources.

Jesse Weaver, Vito Giovanni Castellana, Alessandro Morari, Antonino Tumeo, Sumit Purohit, Alan R. Chappell, David Haglin, Oreste Villa, Sutanay Choudhury, Karen Schuchardt, John Feo

Parallel Comput., 2014

Scaling Semantic Graph Databases in Size and Performance.

Alessandro Morari, Vito Giovanni Castellana, Oreste Villa, Antonino Tumeo, Jesse Weaver, David Haglin, Sutanay Choudhury, John Feo

IEEE Micro, 2014

Scaling Irregular Applications through Data Aggregation and Software Multithreading.

Alessandro Morari, Antonino Tumeo, Daniel G. Chavarría-Miranda, Oreste Villa, Mateo Valero

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2013

SMT Malleability in IBM POWER5 and POWER6 Processors.

Alessandro Morari, Carlos Boneti, Francisco J. Cazorla, Roberto Gioiosa, Chen-Yong Cher, Alper Buyuktosunoglu, Pradip Bose, Mateo Valero

IEEE Trans. Computers, 2013

Toward a data scalable solution for facilitating discovery of scientific data resources.

Alan R. Chappell, Sutanay Choudhury, John Feo, David J. Haglin, Alessandro Morari, Sumit Purohit, Karen Schuchardt, Antonino Tumeo, Jesse Weaver, Oreste Villa

Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems, 2013

HPC System Software for Regular and Irregular Parallel Applications.

Alessandro Morari, Mateo Valero

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Accelerating semantic graph databases on commodity clusters.

Alessandro Morari, Vito Giovanni Castellana, David Haglin, John Feo, Jesse Weaver, Antonino Tumeo, Oreste Villa

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Efficient Sorting on the Tilera Manycore Architecture.

Alessandro Morari, Antonino Tumeo, Oreste Villa, Simone Secchi, Mateo Valero

Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

Evaluating the Impact of TLB Misses on Future HPC Systems.

Alessandro Morari, Roberto Gioiosa, Robert W. Wisniewski, Bryan S. Rosenburg, Todd Inglett, Mateo Valero

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011

A Quantitative Analysis of OS Noise.

Alessandro Morari, Roberto Gioiosa, Robert W. Wisniewski, Francisco J. Cazorla, Mateo Valero

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011