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Noam Brown, Ph.D. student in computer science, oversees a five-day poker exhibition in Hainan, China, in which the artificial intelligence program he co-created defeated six human players.Artificial intelligence has once again triumphed over human poker players, as a program developed by Carnegie Mellon University researchers beat six Chinese players by a total of $792,327 in virtual chips during
Andy Pavlo / / Carnegie Mellon University / / Spring 2016 ADVANCED DATABASE SYSTEMS Lecture #20 – Query Compilation 15-721 @Andy_Pavlo // Carnegie Mellon University // Spring 2017 CMU 15-721 (Spring 2017) TODAY’S AGENDA Background Code Generation / Transpilation JIT Compilation (LLVM) Real-world Implementations 2 CMU 15-721 (Spring 2017) HEKATON REMARK After switching to an in-memory DBMS, the onl
Topics are tentative. Assignment and exam due dates are FIRM Assignments A3 and A7 require a lot of programming ('**'). PowerPoint slides are available in pps Date By Lecture (and readings) Released Due-date (FIRM)
What’s Really New with NewSQL? Andrew Pavlo Carnegie Mellon University pavlo@cs.cmu.edu Matthew Aslett 451 Research matthew.aslett@451research.com ABSTRACT A new class of database management systems (DBMSs) called NewSQL tout their ability to scale modern on-line transac- tion processing (OLTP) workloads in a way that is not possible with legacy systems. The term NewSQL was first used by one of th
This course is a comprehensive study of the internals of modern database management systems. It will cover the core concepts and fundamentals of the components that are used in both high-performance transaction processing systems (OLTP) and large-scale analytical systems (OLAP). The class will stress both efficiency and correctness of the implementation of these ideas. All class projects will be i
Software Engineering Institute Makes CERT C++ Coding Standard Freely Available March 22, 2017 • Press Release Pittsburgh, Pa., March 22, 2017—The Software Engineering Institute (SEI) has released the 2016 edition of the SEI CERT C++ Coding Standard. The standard provides rules for secure coding in the C++ programming language to help developers create safe, reliable, and secure systems free from u
Course Introduction and History of Database Systems M. Stonebraker, et al., What Goes Around Comes Around, in Readings in Database Systems, 4th Edition, 2006 (Optional) A. Pavlo, et al., What's New with NewSQL?, in SIGMOD Record (vol. 45, iss. 2), 2016 (Optional) In-Memory Databases H. Garcia-Molina, et al., Main Memory Database Systems: An Overview, in IEEE Trans. on Knowl. and Data Eng., 1992 S.
AMS Citation Dormann, W., 2015: The Risks of SSL Inspection. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed June 26, 2024, https://insights.sei.cmu.edu/blog/the-risks-of-ssl-inspection/. Copy APA Citation Dormann, W. (2015, March 13). The Risks of SSL Inspection. Retrieved June 26, 2024, from https://insights.sei.cmu.edu/blog/the-risks-of-ssl-inspection/. Co
Stochastic Processes (Advanced Probability II), 36-754 Stochastic processes are collections of interdependent random variables. This course is an advanced treatment of such random functions, with twin emphases on extending the limit theorems of probability from independent to dependent variables, and on generalizing dynamical systems from deterministic to random time evolution. Familiarity with me
1 Week 5 – Music Generation and Algorithmic Composition Roger B. Dannenberg Professor of Computer Science and Art Carnegie Mellon University Overview n Short Review of Probability Theory n Markov Models n Grammars n Patterns n Template-Based Music n Suffix Trees n Data Compression and Music Generation 2 Spring 2019 Ⓒ 2019 by Roger B. Dannenberg 2 Probability n Automatic Music Generation/Compositio
Currently, I am an Associate Professor at the School of Intelligent Systems Engineering, Sun Yat-sen University. Before that, I was a Project Scientist in Machine Learning Department, Carnegie Mellon University, working with Prof. Eric P. Xing. I obtained my Ph.D. degree in the School of Data and Computer Science at Sun Yat-sen University in June 2016, advised by Prof. Liang Lin. I was a visiting
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