2011-2012 Bulletin â PDF - SEAS Bulletin - Columbia University

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106 computer engineering: Third and Fourth Years late-starting students Semester V Semester VI Semester VII Semester VIII IEOR E3658 (3) 1 Probability COMS W3157 (3) Advanced programming COMS W4118 (3) Operating systems COMS W4115 (3) Programming lang. core Required Courses COMS W3137 (3) or W3139 (4) Data structures ELEN E3201 (3.5) Circuit analysis ELEN E3801 (3.5) Signals and systems ELEN E3331 (3) Electronic circuits COMS W3261 (3) 3 Models of comp. CSEE W3827 (3) Fund. of computer systems CSEE W4119 (3) Computer networks or CSEE W4823 (3) Advanced logic design required labs ELEN E3081 (1) 2 Circuit analysis lab ELEN E3084 (1) 2 Signals and systems lab ELEN E3083 (1) 2 Electronic circuits lab ELEN E3082 (1) 2 Digital systems lab EECS E4340 (3) Computer hardware design or CSEE W4840 (3) Embedded sys. design or CSEE W4140 Networking lab Electives Tech 15 points required; see details on pages 105–107. 4 nontech Complete 27-point requirement; see page 10 or www.seas.columbia.edu for details (administered by the advising dean). total points 5 15 17 15 18 For a discussion about programming languages used in the program, please see www.compeng.columbia.edu. 1 SIEO W3600, STAT W4105, and SIEO W4150 can be used instead of IEOR E3658, but W3600 and W4150 may not provide enough probability background for elective courses such as ELEN E3701. Students completing an economics minor who want such a background can take IEOR E3658 and augment it with STAT W1211. 2 If possible, ELEN E3081 and ELEN E3084 should be taken along with ELEN E3201 and ELEN 3801 respectively, and ELEN E3083 and ELEN E3082 taken with ELEN E3331 and CSEE W3827 respectively. 3 COMS W3261 can be taken one semester later than pictured. 4 The total points of technical electives is reduced to 12 if APMA E2101 has been replaced by MATH E1210 and either APMA E3101 or MATH V2010. 5 Assuming technical electives taken Semesters VII and VIII, and 9 points of nontechnical electives taken Semesters VI, VII, and VIII. COMS W4118: Operating systems, I COMS W4130: Principles and practice of parallel programming COMS W6998: Topics in computer science: formal verification of hardware/software systems CSEE W4119: Computer networks CSEE W4140: Networking laboratory COMS W4180: Network security CSEE W4823: Advanced logic design CSEE W4824: Computer architecture CSEE W4825: Digital systems design* CSEE W4840: Embedded systems COMS E6118: Operating systems, II* CSEE E6180: Modeling and performance evaluation COMS E6181: Advanced Internet services CSEE E6824: Parallel computer architecture CSEE E6831: Sequential logic circuits* CSEE E6832: Topics in logic design theory* CSEE E6847: Distributed embedded systems CSEE E6861: Computer-aided design of digital systems ELEN E4321: Digital VLSI circuits ELEN E4332: VLSI design laboratory* EECS E4340: Computer hardware design ELEN E4702: Digital communications ELEN E4810: Digital signal processing ELEN E4830: Digital image processing ELEN E4896: Music signal processing ELEN E6321: Advanced digital electronic circuits ELEN E6488: Optical interconnects and interconnection networks ELEN E6761: Computer communication networks, I ELEN E6762: Computer communication networks, II* ELEN E6850: Visual information systems ELEN E6860: Advanced digital signal processing * Occasionally offered The overall program must include at least 15 points of 6000-level ELEN, EECS, CSEE, or COMS courses (exclusive of seminars). No more than 9 points of research may be taken for credit. No more than 3 points of a nontechnical elective (at or above the 4000 level) may be included. A minimum GPA of at least 2.7 must be maintained, and all degree requirements must be completed within five years of the beginning of the first course credited toward the degree. engineering 2011–2012
Computer Science 450 Computer Science, MC 0401 Phone: 212-939-7000 www.cs.columbia.edu 107 Chair Shree Kumar Nayar 450 Computer Science 212-939-7004 Vice Chair Vishal Misra 512 Computer Science 212-939-7061 Associate Chair for Undergraduate Education Adam Cannon 459 Computer Science 212-939-7016 Departmental Administrator Patricia Hervey Professors Alfred V. Aho Peter K. Allen Peter Belhumeur Steven M. Bellovin Michael Collins Steven K. Feiner Jonathan L. Gross Julia Hirschberg Gail E. Kaiser John R. Kender Kathleen R. McKeown Shree Kumar Nayar Steven M. Nowick Kenneth A. Ross Henning G. Schulzrinne Salvatore J. Stolfo Joseph F. Traub Henryk Wozniakowski Mihalis Yannakakis Yechiam Yemini Associate Professors Luca Carloni Stephen A. Edwards Luis Gravano Eitan Grinspun Tony Jebara Angelos D. Keromytis Tal Malkin Vishal Misra Jason Nieh Itsik Pe’er Daniel S. Rubenstein Rocco Servedio Assistant Professors Augustin Chaintreau Xi Chen Roxana Geambasu Martha Allen Kim Simha Sethumadhavan Junfeng Yang Lecturer in Discipline Adam Cannon Associated Faculty Shih-Fu Chang Edward G. Coffman Jr. Dana Pe’er Clifford Stein Steven H. Unger, Professor Emeritus Vladimir Vapnik* Senior Research Scientists David L. Waltz* Arthur G. Werschulz Moti Yung Research Scientists Rebecca Passonneau Owen Rambow* Associate Research Scientists Marta Arias* Jiang Chen* Wei Chu* Mona Diab* Nizar Habash* Claire Monteleoni* Anargyros Papageorgiou Cynthia Rudin* Ansaf Salleb-Audissi* *Columbia Center for Computational Learning Systems The function and influence of the computer is pervasive in contemporary society. Today’s computers process the daily transactions of international banks, the data from communications satellites, the images in video games, and even the fuel and ignition systems of automobiles. Computer software is as commonplace in education and recreation as it is in science and business. There is virtually no field or profession that does not rely upon computer science for the problemsolving skills and the production expertise required in the efficient processing of information. Computer scientists, therefore, function in a wide variety of roles, ranging from pure theory and design to programming and marketing. The computer science curriculum at Columbia places equal emphasis on theoretical computer science and mathematics and on experimental computer technology. A broad range of upper-level courses is available in such areas as artificial intelligence, computational complexity and the analysis of algorithms, combinatorial methods, computer architecture, computer-aided digital design, computer communications, databases, mathematical models for computation, optimization, and software systems Laboratory Facilities The department has well-equipped lab areas for research in computer graphics, computer-aided digital design, computer vision, databases and digital libraries, data mining and knowledge discovery, distributed systems, mobile and wearable computing, natural-language processing, networking, operating systems, programming systems, robotics, user interfaces, and real-time multimedia. The computer facilities include a shared infrastructure of Sun and Linux multiprocessor file servers, NetApp file servers, a student interactive teaching and research lab of high-end multimedia workstations, a load balanced Web cluster with 6 servers and business process servers, a large student laboratory, featuring 18 Windows machines and 33 Linux towers each with 8 cores and 24GB memory; a remote Linux cluster with 17 servers, a large Linux compute cluster and a number of computing facilities for individual research labs. In addition, the data center houses a compute cluster consisting of a Linux cloud with 43 servers each with 2 Nehalem processors, 8 cores and 24GB memory. This cloud can support approximately 5000 of VMware instances. Research labs contain Puma 500 and IBM robotic arms; a UTAH-MIT dexterous hand; an Adept-1 robot; three mobile research robots; a real-time defocus range sensor; PC interactive 3-D graphics workstations with 3-D position and orientation trackers; prototype wearable computers, wallsized stereo projection systems; see-through headmounted displays; a networking testbed with three Cisco 7500 backbone routers, traffic generators, Ethernet switches, Sun Ray engineering 2011–2012
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Bulletin 2011 -2012
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Bulletin 2011 -2012
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a message from the dean As students
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About the School and University
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3 After receiving a master’s degr
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Resources and Facilities 5 A Colleg
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• CourseWorks is the University c
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Undergraduate Studies
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students improve their ability to e
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transistors, first order RC and RL
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possible overseas destinations and
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more than 68 transfer points toward
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Programs Registered with the New Yo
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Applicants may submit results of th
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Undergraduate Tuition, Fees, and Pa
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financial aid for undergraduate stu
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family’s financial situation. Con
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Graduate Studies
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statements covering these special r
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33 Completion of Requirements The r
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graduate admissions 35 Office of Gr
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Graduate tuition, fees, and payment
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financial aid for graduate study 39
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esearch assistantships, readerships
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Faculty and Administration
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45 Xi Chen Associate Professor of E
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S. G. Steven Kou Professor of Indus
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Tiffany Shaw Assistant Professor of
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Enders Robinson Maurice Ewing and J
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Departments and Academic Programs
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Page 63 and 64: techniques based on the theory of g
Page 65 and 66: Applied Physics: Third and Fourth Y
Page 67 and 68: Applied mathematics: Third and Four
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Page 71 and 72: APPH E4110x Modern optics 3 pts. Le
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Page 99 and 100: Program Objectives In developing an
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Page 107 and 108: ENME E4363y Multiscale computationa
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Page 115 and 116: Track 2: Systems Track The systems
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Page 119 and 120: CSEE W3827x and y Fundamentals of c
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Page 125 and 126: COMS E6902x and y Thesis 1-9 pts. A
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Page 145 and 146: electrical engineering: Third and F
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Page 151 and 152: ELEN E4488x Optical systems 3 pts.
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Page 157 and 158: ELEN E6781y Topics in modeling and
Page 159 and 160: Current Research Activities In indu
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optimization applied probability fi
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industrial engineering: Third and F
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operations research: Third and Four
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OPERATIONS RESEARCH: engineering ma
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OPERATIONS RESEARCH: FINANCIAL engi
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applications. Review of elements of
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Current Research Activities Current
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materials science and engineering:
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Chemistry, Earth and Environmental
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cations, grain boundaries, electron
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Biomechanics and Mechanics of Mater
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processing for sample preparation a
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mechanical engineering: third and f
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mechanical engineering: third and f
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prescribed design problems. Problem
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iophysics of molecular motors, mech
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Undergraduate Minors
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take the core BME requirements, as
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MINOR IN Entrepreneurship and Innov
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Interdisciplinary Courses and Cours
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Courses in Other Divisions of the U
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EESC V1201y Environmental risks and
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process of critical listening, both
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to Riemann geometry. Motion of part
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Campus and Student Life
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Preprofessional Advising The Office
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three Greek councils: The Interfrat
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student services 211 university hou
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Upperclass and Graduate Students Ma
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Scholarships, Fellowships, Awards,
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Class of 1900 (1940) Gift of the Cl
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James M. and Elizabeth S. Li Endowe
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Max Yablick Memorial Scholarship (1
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Applied Physics Faculty Award Award
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time to that member of the graduati
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228 Academic Procedures and Standar
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230 calendar day, not a 24-hour tim
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232 Academic standing Academic Hono
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234 Policy on Conduct and Disciplin
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236 • Understand what instructors
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238 Student Grievances, Academic Co
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240 C. Discrimination and sexual ha
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242 columbia university resource li
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244 Medical Services John Jay Hall,
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246 The Morningside Heights Area of
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248 Center for Career Education (CC
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250 See also payments fellowships,
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252 parents contributions to educat
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254 notes engineering 2011-2012
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256 notes engineering 2011-2012
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500 West 120th Street New York, New
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