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EE 384S: Performance Engineering of Computer Systems & Networks

Modeling and control methodologies for high-performance network engineering, including: Markov chains and stochastic modeling, queueing networks and congestion management, dynamic programming and task/processor scheduling, network dimensioning and optimization, and simulation methods. Applications for design of high-performance architectures for wireline/wireless networks and the Internet, including: traffic modeling, admission and congestion control, quality of service support, power control in wireless networks, packet scheduling in switches, video streaming over wireless links, and virus/worm propagation dynamics and countermeasures. Enrollment limited to 30. Prerequisites: basic networking technologies and probability.
Terms: Spr | Units: 3
Instructors: Bambos, N. (PI)

EE 390: Special Studies or Projects in Electrical Engineering

Independent work under the direction of a faculty member. Individual or team activities may involve lab experimentation, design of devices or systems, or directed reading. May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Aghajan, H. (PI) ; Allison, D. (PI) ; Arbabian, A. (PI) ; Bambos, N. (PI) ; Bayati, M. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bosi, M. (PI) ; Bowden, A. (PI) ; Boyd, S. (PI) ; Bravman, J. (PI) ; Bube, R. (PI) ; Byer, R. (PI) ; Cheriton, D. (PI) ; Cioffi, J. (PI) ; Cover, T. (PI) ; Cox, D. (PI) ; DaRosa, A. (PI) ; Dai, H. (PI) ; Dally, B. (PI) ; Dasher, R. (PI) ; Dill, D. (PI) ; Duchi, J. (PI) ; Dutton, R. (PI) ; El Gamal, A. (PI) ; Elschot, S. (PI) ; Emami-Naeini, A. (PI) ; Enge, P. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Franklin, G. (PI) ; Fraser-Smith, A. (PI) ; Garcia-Molina, H. (PI) ; Gibbons, F. (PI) ; Gibbons, J. (PI) ; Gill, J. (PI) ; Giovangrandi, L. (PI) ; Girod, B. (PI) ; Glover, G. (PI) ; Goldsmith, A. (PI) ; Goodman, J. (PI) ; Gorinevsky, D. (PI) ; Gray, R. (PI) ; Guibas, L. (PI) ; Hanrahan, P. (PI) ; Harris, J. (PI) ; Harris, S. (PI) ; Hellman, M. (PI) ; Helms, C. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Inan, U. (PI) ; Johari, R. (PI) ; Kahn, J. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kino, G. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lam, M. (PI) ; Lee, T. (PI) ; Leeson, D. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; Levoy, M. (PI) ; Linscott, I. (PI) ; Manoharan, H. (PI) ; McCluskey, E. (PI) ; McKeown, N. (PI) ; Melen, R. (PI) ; Meng, T. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Napel, S. (PI) ; Narasimha, M. (PI) ; Ng, A. (PI) ; Nishi, Y. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Paulraj, A. (PI) ; Pauly, J. (PI) ; Pease, R. (PI) ; Pelc, N. (PI) ; Pianetta, P. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Popelka, G. (PI) ; Powell, J. (PI) ; Prabhakar, B. (PI) ; Pratt, V. (PI) ; Quate, C. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Saraswat, K. (PI) ; Shahidi, R. (PI) ; Shen, Z. (PI) ; Shenoy, K. (PI) ; Siegel, M. (PI) ; Smith, J. (PI) ; Solgaard, O. (PI) ; Spielman, D. (PI) ; Stinson, J. (PI) ; Thompson, N. (PI) ; Thrun, S. (PI) ; Tobagi, F. (PI) ; Tse, D. (PI) ; Tyler, G. (PI) ; Ullman, J. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Walt, M. (PI) ; Wandell, B. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wenstrand, J. (PI) ; Wetzstein, G. (PI) ; White, R. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wooley, B. (PI) ; Yamamoto, Y. (PI) ; Zebker, H. (PI) ; de la Zerda, A. (PI)

EE 391: Special Studies and Reports in Electrical Engineering

Independent work under the direction of a faculty member; written report or written examination required. Letter grade given on the basis of the report; if not appropriate, student should enroll in 390. May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Abel, J. (PI) ; Aghajan, H. (PI) ; Allison, D. (PI) ; Arbabian, A. (PI) ; Bambos, N. (PI) ; Bayati, M. (PI) ; Bent, S. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bosi, M. (PI) ; Bowden, A. (PI) ; Boyd, S. (PI) ; Bravman, J. (PI) ; Brongersma, M. (PI) ; Bube, R. (PI) ; Byer, R. (PI) ; Cheriton, D. (PI) ; Cioffi, J. (PI) ; Cover, T. (PI) ; Cox, D. (PI) ; Cui, Y. (PI) ; DaRosa, A. (PI) ; Dally, B. (PI) ; Dasher, R. (PI) ; Dill, D. (PI) ; Duchi, J. (PI) ; Dutton, R. (PI) ; El Gamal, A. (PI) ; Elschot, S. (PI) ; Emami-Naeini, A. (PI) ; Enge, P. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Fejer, M. (PI) ; Flynn, M. (PI) ; Franklin, G. (PI) ; Fraser-Smith, A. (PI) ; Garcia-Molina, H. (PI) ; Gibbons, F. (PI) ; Gibbons, J. (PI) ; Gill, J. (PI) ; Giovangrandi, L. (PI) ; Girod, B. (PI) ; Glover, G. (PI) ; Goldsmith, A. (PI) ; Goodman, J. (PI) ; Gorinevsky, D. (PI) ; Gray, R. (PI) ; Guibas, L. (PI) ; Hanrahan, P. (PI) ; Harris, J. (PI) ; Harris, S. (PI) ; Hellman, M. (PI) ; Helms, C. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Inan, U. (PI) ; Kahn, J. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kino, G. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lam, M. (PI) ; Lauben, D. (PI) ; Lee, T. (PI) ; Leeson, D. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; Levoy, M. (PI) ; Linscott, I. (PI) ; Manoharan, H. (PI) ; McCluskey, E. (PI) ; McKeown, N. (PI) ; Melen, R. (PI) ; Meng, T. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Napel, S. (PI) ; Narasimha, M. (PI) ; Ng, A. (PI) ; Nishi, Y. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Palanker, D. (PI) ; Paulraj, A. (PI) ; Pauly, J. (PI) ; Pease, R. (PI) ; Pelc, N. (PI) ; Peumans, P. (PI) ; Pianetta, P. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Popelka, G. (PI) ; Powell, J. (PI) ; Prabhakar, B. (PI) ; Pratt, V. (PI) ; Quate, C. (PI) ; Rajagopal, R. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Saraswat, K. (PI) ; Shahidi, R. (PI) ; Shen, Z. (PI) ; Shenoy, K. (PI) ; Siegel, M. (PI) ; Smith, J. (PI) ; Solgaard, O. (PI) ; Spielman, D. (PI) ; Stinson, J. (PI) ; Thompson, N. (PI) ; Thrun, S. (PI) ; Tobagi, F. (PI) ; Tse, D. (PI) ; Tyler, G. (PI) ; Ullman, J. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Walt, M. (PI) ; Wandell, B. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wenstrand, J. (PI) ; Wetzstein, G. (PI) ; White, R. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wooley, B. (PI) ; Yamamoto, Y. (PI) ; Yang, D. (PI) ; Zebker, H. (PI) ; de la Zerda, A. (PI)

EE 392AA: Advanced Digital Transmission

This course will develop insights into fundamentals and design of state-of-the-art physical-layer transmission systems. Specific attention will be paid to transmission in non-ideal environments with limited spectra and spatial interference. A theory of parallel channels is used to develop multi-carrier methods, vector coding, and generalized decision-feedback approaches. Students will be expected to design and analyze performance of systems operating close to fundamental limits for a variety of practical channels, wireline or wireless. Prerequisites: EE379 or equivalent; understanding of probability, random processes, digital signal processing (including basic matrix and nmatlab skills).
Terms: Spr | Units: 3
Instructors: Cioffi, J. (PI)

EE 392I: Seminar on Trends in Computing and Communications

Lectures series and invited talks on current trends in computing and communications, and ongoing initiatives for research and open innovation. This year's focus on evolving cloud computing architectures and their impact on the enterprise; big data trends and rise of the third platform; software as a service; wireless and cellular network architectures; mobility and mobile data proliferation; open mobile platforms (e.g. Android); multi-homed mobile networking, associated data communication and mobile resource trade-offs, and system implementation in smartphones and Android devices.
Terms: Spr | Units: 1
Instructors: Singh, J. (PI)

EE 392N: INTELLIGENT ENERGY SYSTEMS

The key systems engineering steps for design of automated systems in application to of existing and future intelligent energy systems. Existing design approaches and practices for the energy systems. Every second lecture of the course will be a guest lecture discussing the communication system design for a certain type of energy system. They will alternate with guest lectures discuss-ing the on-line analytical functions.
Terms: Spr | Units: 1 | Repeatable for credit
Instructors: Gorinevsky, D. (PI) ; O'Neill, D. (PI)

EE 392Q: Parallel Processors Beyond Multicore Processing

The current parallel computing research emphasizes multi-cores, but there are alterna-tive array processors with significant potential. This hands-on course focuses on SIMD (Single-Instruction, Multiple-Data) massively parallel processors. Topics: Flynn's Taxonomy, parallel architectures, Kestrel architecture and simulator, principles of SIMD programming, parallel sorting with sorting networks, string comparison with dynamic programming (edit distance, Smith-Waterman), arbitrary-precision operations with fixed-point numbers, reductions, vector and matrix multiplication, image processing algo-rithms, asynchronous algorithms on SIMD ("SIMD Phase Programming Model"), Man-delbrot set, analysis of parallel performance.
Terms: Spr | Units: 3
Instructors: Di Blas, A. (PI)

EE 395: Electrical Engineering Instruction: Practice Teaching

Open to advanced EE graduate students who plan to make teaching their career. Students conduct a section of an established course taught in parallel by an experienced instructor. Enrollment limited.
Terms: Aut, Win, Spr | Units: 1-15
Instructors: Gray, R. (PI) ; Nishimura, D. (PI)

EE 396: Engineering Education and Online Learning (EDUC 391X)

An introduction to best practices in engineering education and educational technology, with a focus on online and blended learning. In addition to gaining a broad understanding of the field, students will experiment with a variety of education technologies, pedagogical techniques, and assessment methods.
Terms: Spr | Units: 3
Instructors: Lagerstrom, L. (PI) ; Thille, C. (PI)

EE 400: Thesis and Thesis Research

Limited to candidates for the degree of Engineer or Ph.D.May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Aghajan, H. (PI) ; Allison, D. (PI) ; Arbabian, A. (PI) ; Bambos, N. (PI) ; Bayati, M. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bosi, M. (PI) ; Boyd, S. (PI) ; Bravman, J. (PI) ; Bube, R. (PI) ; Byer, R. (PI) ; Cheriton, D. (PI) ; Cioffi, J. (PI) ; Cover, T. (PI) ; Cox, D. (PI) ; DaRosa, A. (PI) ; Dai, H. (PI) ; Dally, B. (PI) ; Dasher, R. (PI) ; Dill, D. (PI) ; Duchi, J. (PI) ; Dutton, R. (PI) ; El Gamal, A. (PI) ; Emami-Naeini, A. (PI) ; Enge, P. (PI) ; Engler, D. (PI) ; Fan, S. (PI) ; Fejer, M. (PI) ; Franklin, G. (PI) ; Fraser-Smith, A. (PI) ; Garcia-Molina, H. (PI) ; Gibbons, F. (PI) ; Gibbons, J. (PI) ; Gill, J. (PI) ; Girod, B. (PI) ; Glover, G. (PI) ; Goldsmith, A. (PI) ; Goodman, J. (PI) ; Gorinevsky, D. (PI) ; Gray, R. (PI) ; Guibas, L. (PI) ; Hanrahan, P. (PI) ; Harris, J. (PI) ; Harris, S. (PI) ; Helms, C. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Inan, U. (PI) ; Kahn, J. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kino, G. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lam, M. (PI) ; Lee, T. (PI) ; Leeson, D. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; Levoy, M. (PI) ; Linscott, I. (PI) ; Manoharan, H. (PI) ; McCluskey, E. (PI) ; McConnell, M. (PI) ; McKeown, N. (PI) ; Melen, R. (PI) ; Meng, T. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Napel, S. (PI) ; Narasimha, M. (PI) ; Ng, A. (PI) ; Nishi, Y. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Paulraj, A. (PI) ; Pauly, J. (PI) ; Pauly, K. (PI) ; Pease, R. (PI) ; Pelc, N. (PI) ; Peumans, P. (PI) ; Pianetta, P. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Popelka, G. (PI) ; Powell, J. (PI) ; Prabhakar, B. (PI) ; Pratt, V. (PI) ; Quate, C. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Saraswat, K. (PI) ; Shahidi, R. (PI) ; Shen, Z. (PI) ; Shenoy, K. (PI) ; Siegel, M. (PI) ; Smith, J. (PI) ; Solgaard, O. (PI) ; Spielman, D. (PI) ; Stinson, J. (PI) ; Thrun, S. (PI) ; Tobagi, F. (PI) ; Tyler, G. (PI) ; Ullman, J. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Walt, M. (PI) ; Wandell, B. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wenstrand, J. (PI) ; White, R. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wooley, B. (PI) ; Yamamoto, Y. (PI) ; Zebker, H. (PI)
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