NECST @ Microsoft
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The document provides an overview of the NECSTLab at Politecnico di Milano, including that it has 18 professors, oversees 25-35 thesis works and 80-100 class projects per year from 150 students, and its research focuses include computer architecture, malware analysis, robotics and AI, and smart technologies. The lab's research lines in computer architecture and system security include malware analysis, banking fraud detection, cyber-physical systems security, and web security, while its DReAMS project focuses on reconfigurable computing, FPGA-based systems, and computer architecture.
NECST @ Microsoft
- 1. Microsoft Sunnyvale, CA June 7, 2017 NECSTLab @ a Glance Marco D. Santambrogio <marco.santambrogio@polimi.it> Politecnico di Milano
- 2. NECSTLab in Numbers Professors • Full: 4 • Associate: 8 • Assistant: 6 Thesis works: 25-35/year (70 students) Class Projects: 80-100/year (150 students) Post-Doc: 3 PhD Studenst: 14 Research Assistants: 9 2
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- 6. Information Technology Panorama 6 Robotics && AI Computer Architecture Cloud Security && Reliable Systems Software Engineering Compilers Data Base Human Computer Interaction Embedded Systems && IoT Operating Systems Data Analysis
- 7. NECSTLab: Research Focus 7 Robotics && AI Computer Architecture Cloud Security && Reliable Systems Software Engineering Compilers Data Base Human Computer Interaction Embedded Systems && IoT Operating Systems Data Analysis
- 8. 8 Robotics && AI Computer Architecture Cloud Security && Reliable Systems Software Engineering Compilers Data Base Human Computer Interaction Operating Systems Data Analysis Embedded Systems && IoT Computer Architecture && System Security
- 9. • Malware analysis – Static and dynamic analysis for bridging the semantic gap – Malware naming conventions are ineffective • Bank fraud detection – Anomaly detection – User profiling • Cyber-physical systems security – Security analysis of industrial robots control • Web security – Large-scale security measurements of popular web services deployed in the real world – Security of social networks System Security Research Lines Prof. Stefano Zanero stefano.zanero@polimi.it 9
- 10. • DReAMS – To discover the world of FPGA-based systems – Design and implementation of reconfigurable computing: from architectural aspect to CAD development – How to use CS to “speedup/improve” biomed applications • ORCA – Unleashed computer architecture and operating systems – From embedded to HPC computing systems, focusing on computer architectures, OS and monitoring infrastructures. • STeEL – To make smart ambient coming true! – On how to make heterogeneous components to coexist to improve quality of life and comfort while minimizing power and energy consumption – Emotional and Physical Comfort – Biometric Human recognition 10 DReAMS Computer Architecture Research Lines
- 11. Malware Analysis Ransomware Banking Trojans Behavioral analysis Forensics MALWARE ANALASIS
- 12. Reconfigurable Computing FPGA based systems exascale computing infrastructure CAD tools Physical design High-level analysis and PLs DReAMS
- 13. Computer Architecture and OS Computer Architecture Heterogeneous systems Autonomic computing Operating systems Runtime adaptation Monitoring infrastructures
- 14. Smart Technologies Easy Life Energy Efficiency Building Programming Interfaces IoT and Wireless Sensors Networks Emotional and Physical comfort Phsycological models Fitness tracker and smart watch
- 15. 15 DReAMS • ShieldFS: The Last Word in Ransomware Resilient Filesystems, Andrea Continella • Self-adaptive container monitoring with performance- aware Load-Shedding policies, Rolando Brondolin • Exploit FPGA-based Systems from Data Science High Level Languages, Luca Stornaiuolo • Fast Algorithms for Quantized Convolutional Neural Networks, Alessandro Pappalardo MALWARE ANALYSIS DReAMS DReAMS
- 16. Marco D. Santambrogio <marco.santambrogio@polimi.it> Politecnico di Milano http://necst.it/ https://www.facebook.com/pg/NECSTLab http://www.twitter.com/necstlaboratory