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Conferences, Lectures, & Seminars
Events for February

  • Distributed MIMO: Theory, Architecture and Implementation

    Fri, Feb 01, 2013 @ 10:00 AM - 11:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: François Quitin, University of California, Santa Barbara

    Talk Title: Distributed MIMO: Theory, Architecture and Implementation

    Abstract: MIMO systems have received tremendous attention from the research community in the last decade. By increasing the number of antennas at the transmitter and/or receiver, it is possible to increase communication range, link quality, reduce interference etc. The idea of Distributed MIMO (D-MIMO) is to exploit the potential benefits of MIMO with SISO terminals: different single-antenna terminals can be combined to create a “virtual” antenna array. In this talk, two particular sub-problems of D-MIMO will be investigated: distributed transmit (D-Tx) beamforming and distributed receive (D-Rx) beamforming.

    The biggest challenges of D-MIMO systems are the different levels of synchronization that must be achieved among the different terminals to operate a virtual array, and the scalability to larger network sizes. Three types of synchronization are required: frequency, phase and timing. The frequency offset results from the fact that each node has its own local oscillator (LO), and small LO offsets between nodes may result in large LO frequency offsets. The phase synchronization is needed because the path lengths between the different nodes are unknown. The timing offset is due to the fact that each node has its own clock, and common time references are needed to align the clocks of all the nodes. Solutions for these problems must always take scalability into account: for larger networks, it is important not to drown the network with control messages.

    For both the D-Tx and D-Rx beamforming, we will present architectures that are able to tackle the synchronization issues while maintaining scalability to larger networks. Synchronization is achieved with feedback-based strategies that are able to synchronize the nodes of the virtual array; even with low-quality local oscillators typically used for software-defined radios. The proposed architectures are investigated theoretically, and closed-form expressions for the limits of our architecture are deduced. Finally, for both D-Tx and D-Rx beamforming, the proposed architecture is implemented on our software-defined radio testbed. Our experiments show with appropriate design, the potential benefits of D-MIMO can be achieved with low-cost radios.


    Biography: François Quitin received his PhD degree in Electrical Engineering from the Université Libre de Bruxelles (ULB) and Université catholique de Louvain (UCL) in 2011. He is currently working as a post-doctoral researcher at the University of California, Santa Barbara (UCSB). He received the Alcatel-Bell Lucent 2012 award, the WoWMoM 2012 best demo award and the EuCAP 2009 best propagation poster award.

    His research interests focus on the interplay between propagation channel and RF hardware for advanced wireless systems, like distributed MIMO, UAV-based communication networks and 60 GHz wireless systems.


    Host: Andreas Molisch, x04670, molisch@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Refractive Index Engineering by Fast Ion Implantations: A Generic Method for Constructing Multi-components Electrooptical Circuits

    Fri, Feb 01, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Aharon J. Agranat, The Hebrew University of Jerusalem

    Talk Title: Refractive Index Engineering by Fast Ion Implantations: A Generic Method for Constructing Multi-components Electrooptical Circuits

    Abstract: Refractive index engineering (RIEng) by ion implantations in electrooptical substrates is a generic methodology for constructing multi-component integrated circuits of electrooptic and nanophotonic devices with sub-wavelength features operating in the visible - near IR wavelengths. RIEng exploits the fact that ions that are incident at high energies on a substrate of oxygen Perovskites form within the depth of the substrate a well confined layer of Frenkel defects which cause the layer to be partially amorphized. The refractive index in this layer differs significantly from that of the crystalline substrate. It was also found that the waveguiding structures are thermally stable after being subjected to an annealing process, and exhibit a propagation loss of 0.1 dB/cm.



    The essence of the method is to perform spatially selective implantations for sculpting complex 3D pre-designed patterns with reduced refractive index within the volume of the substrate. Sculpting 3D structures is enabled by combining three techniques that form a complete toolbox for constructing the circuits: (i) Lateral patterning: defining the lateral distribution of the amorphization by performing the implantation through a “stopping mask” which causes the amorphized region to replicate the contour of the topography of the mask; (ii) Longitudinal patterning: determining the depth of the amorphized region by controlling the energy of the implanted ions; and (iii) Selective etching: selective etching of the amorphized material that were created by the implantation process. In addition to these, the 3D structures can be made to be electrically conductive and photoconductive by using high fluence of protons as the implanted species. RI Eng was also combined with laser ablation to form structures with high contrast of the difference in the refractive index between the core and the cladding.



    A number of devices that were constructed in a substrate of potassium lithium tantalate niobate will be described, including an optical wire, a channel waveguide array, a protons grating, and a waveguide constructed by a combination of laser ablation and implantation of alpha particles.

    Biography: Professor Ronny Agranat is the director of the Brojde center for innovative engineering and computer science, and the incumbent of the Nahman Jaller chair of Applied Science at the Hebrew University of Jerusalem. Agranat holds a B.Sc degree in physics and mathematics (1977), an M.Sc degree in Applied Physics (1980), and a PhD degree in physics (1986) all from the Hebrew University of Jerusalem. His Ph.D thesis was on the subject of the dielectric mechanism of the photorefractive effect which he discovered. From 1986 to 1997 he was a senior research fellow and a visiting senior research associate at the California Institute of Technology (Caltech), where he worked on the development of microelectronic artificial neural networks based on charge transfer devices which he invented, and the growth and investigation of paraelectric photorefractive crystals. In 1991 he joined the faculty of the Hebrew University of Jerusalem and founded the optoelectronic computing laboratory. The laboratory mission is to conceive and develop optoelectronic devices and systems that will expand the capabilities of the computing and communication technologies that are the physical basis of the cyberspace. One of the main themes pursued by Agranat is to exploit the special features of the quadratic electrooptic effect at the paraelectric phase for the purpose of constructing various optoelectronic device, in particular for wavelength selective switching applications. To that end Agranat invented and developed a new electrooptic crystal: potassium lithium tantalate niobate (KLTN). Agranat is the inventor of Electroholography which is a generic optical switching method based on governing the reconstruction process of volume holograms by the applications of electric fields. Electroholography was invented for the purpose of interconnecting electronic processors by holographic devices. In particular it has been identified as the leading concept for dynamic wavelength selective routing in WDM optical fiber communication networks. For the invention of Electroholography and the KLTN crystal Agranat was awarded the Discover Innovation Award (awarded by the Discover magazine and the Christopher Columbus Society) for the leading invention in the area of communication for the year 2001. Agranat is a member of the Hebrew University Interdisciplinary Center of Neuro-Computing, and a fellow of the Optical Society of America. Agranat was also a cofounder and director of Trellis–Photonics that was founded for exploiting Electroholography in telecommunication applications. Agranat is the author of many scientific papers, and holds 24 patents in the areas of microelectronics, optoelectronics and materials science.

    Host: Alan Willner, x04664, willner@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 539

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Repeating EventIntegrated Systems Seminar Series

    Fri, Feb 01, 2013 @ 02:30 PM - 03:30 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. John Wood, Maxim Integrated Products

    Talk Title: Behavioural Modeling & Linearization of RF Power Amplifiers

    Abstract: In cellular wireless communications systems, the RF power amplifier (PA) in the transmitter must be as efficient as possible, to minimize energy costs, to prolong battery life, and for ‘green’ considerations. Modern spectrally-efficient, digitally-modulated signals such as LTE and UMTS present a challenge for efficient RF PA design, and the power amplifier architectures that are adopted to achieve this goal are generally very nonlinear, and so some form of linearization technique is necessary.

    The increasing use of linearization techniques, and especially the emergence of high speed digital processing as an enabling technology to implement digital pre-distortion (DPD) of the PA input signal, represent an important paradigm shift in PA design. The PA component can now be designed with more emphasis on power and efficiency, without the traditional constraints of meeting stringent linearity specs simultaneously. Understanding the utility of a linearizer to obtain optimum efficiency has thus become a new subject area in modern RF PA design.

    The system-level design of linearized PA transmitters requires accurate models to achieve the optimal performance. Behavioural modeling is used to describe the PA and linearizer at this level of the design. In this tutorial, we shall present some approaches to the behavioral modeling of nonlinear dynamical systems that can be used to model RF PAs; particular emphasis will be given to the treatment of memory effects. Some common mathematical and systematic approaches to model generation will be presented, to obtain accurate but compact nonlinear dynamical models. A brief description of some characterization techniques will be included. These same nonlinear modeling techniques can be applied to the design of successful pre-distortion algorithms. We shall illustrate the overall structure of a linearized transmitter using several DPD architectures, and we shall present various approaches to adaptive pre-distortion, considering such features as convergence, signal bandwidth, accuracy, and cost.


    Biography: Dr. John Wood (M’87, SM’03, F’07) received B. Sc. and Ph. D. degrees in Electrical and Electronic Engineering from the University of Leeds, in 1976 and 1980, respectively. He is currently Senior Principal Member of Technical Staff with Maxim Integrated Products, working on the modeling and design of envelope-tracking solutions for mobile phones. He was a Distinguished Member of the Technical Staff in the RF Division of Freescale Semiconductor, where he worked from 2005--2011. His areas of expertise include the development of nonlinear compact device models and behavioral models for RF power transistors and ICs, the understanding of the impact, characterization, & control using digital pre-distortion (DPD) of nonlinearities and memory effects in high-efficiency PAs. From 1997--2005 he worked in the Microwave Technology Center of Agilent Technologies, developing large-signal and bias-dependent linear FET models for mm-wave applications, and nonlinear behavioral models using LSNA measurements and nonlinear system identification techniques. He is author or co-author of over 120 papers and articles. He is a Fellow of the IEEE, and a member of the Microwave Theory and Techniques, and Electron Devices Societies, and is a member of ARFTG Executive Committee. He is a Distinguished Microwave Lecturer for MTT Society. He is currently Editor-in Chief of the IEEE ‘Microwave’ magazine.

    Host: Prof. Hossein Hashemi, Prof. Mike Chen

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Hossein Hashemi


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Algebraic Symmetries of Digital Signal Processing

    Thu, Feb 07, 2013 @ 10:00 AM - 11:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Shamgar Gurevich, University of Wisconsin - Madison

    Talk Title: Algebraic Symmetries of Digital Signal Processing

    Abstract: We will explore basic algebraic symmetries of spaces of sequences that are used in digital signal processing (DSP). There are two types of symmetries: (1) The Heisenberg (after Werner Heisenberg) symmetries, which generalize the time-shift and frequency-shift operators. (2) The Weil (after Andrei Weil) operators which generalize the discrete Fourier transform (DFT). We will look on two applications: (I) Construction of the Heisenberg (Chirp) sequences---which are commonly used in radar systems---and relations among them. (II) Efficient calculation of the Radar Ambiguity Function on a general line in the discrete time-frequency plane. These applications will be used by Alexander Fish in his lecture "The Cross Method for Multi-Target Radar Detection".

    The lecture is part from a joint work with: Alexander Fish (Sydney), Akbar Sayeed (EE, Madison), Oded Schwartz (EECS, Berkeley).


    Biography: Shamgar Gurevich is a faculty in the mathematics department of the University of Wisconsin Madison. He is doing research in topics of algebra which are related to sequences design for wireless communication and related algorithms for GPS, Radar, and Communication. He would like to interact with students and researchers in electrical engineering.

    Host: Urbashi Mitra, x04667, ubli@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • The Cross Method for Multi-Target Radar Detection

    Thu, Feb 07, 2013 @ 11:00 AM - 12:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Alexander Fish, University of Sydney

    Talk Title: The Cross Method for Multi-Target Radar Detection

    Abstract: We would like to know the distances to moving objects and their velocities. The radar system is built to fulfill this task. The radar transmits a waveform S which bounds back from the objects and the echo R is received. In practice we can work in the digital model, namely S and R are sequences of N complex numbers.

    THE RADAR PROBLEM IS: Design S, and an effective method of extracting, using S and R, the distances and velocities of all targets.

    In many applications the current sequences S which are used are pseudo-random and the algorithm they support takes O(N2logN) arithmetic operations. In the lecture we will introduce the Heisenberg sequences, and a much faster detection algorithm called the Cross Method. It solves the Radar Problem in O(NlogN+m2) operations for m objects.

    This is a joint work with Shamgar Gurevich (Math, Madison), Akbar Sayeed (EE, Madison), Kobi Scheim (General Motors, Israel), Oded Schwartz (EECS, Berkeley)


    Biography: Ph.D. from Hebrew University in Israel from 2007, conducts research in ergodic theory, and wireless communication. He has hold postdoc positions in Ohio State University, Mathematical Sciences Research Institute in Berkeley, and University of Wisconsin-Madison. From July 2012 he is a faculty member of University of Sydney, in the School of Mathematics and Statistics.


    Host: Urbashi Mitra, x04667, ubli@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Repeating EventFocused on parallel and distributed computing

    Thu, Feb 07, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: TBA, TBA

    Talk Title: TBA

    Series: EE598 Seminar Course

    Abstract: Weekly seminars given by researchers in academia and industry including senior doctoral students in EE, CS and ISI covering current research related to parallel and distributed computation including parallel algorithms, high performance computing, scientific computation, application specific architectures, multi-core and many-core architectures and algorithms, application acceleration, reconfigurable computing systems, data intensive systems, Big Data and cloud computing.

    Biography: Prerequisite: Students are expected to be familiar with basic concepts at the level of graduate level courses in Computer Engineering and Computer Science in some of these topic areas above. Ph.D. students in Electrical Engineering, Computer Engineering and Computer Science can automatically enroll. M.S. students can enroll only with permission of the instructor. To request permission send a brief mail to the instructor in text format with the subject field “EE 598”. The body of the mail (in text format) should include name, degree objective, courses taken at USC and grades obtained, prior educational background, and relevant research background, if any.

    Requirements for CR:
    1. Attending at least 10 seminars during the semester
    There will be a sign-in sheet and a sign-out sheet at every seminar. All students must sign-in (before 2:00pm) and sign-out (after 3:00pm). The sign-in sheet will not be available after 2:00pm, and the sign-out sheet will not be available before 3:00pm.

    2. Submitting a written report for at least 5 seminars
    The written report for each seminar must be 1-page single line spaced format with font size of 12 (Times) or 11 (Arial) without any figures, tables, or graphs. The report must be submitted no later than 1 week after the corresponding seminar, and must be handed only to the instructor either on the seminar times or during office hours. Late reports will not be considered.
    The report must summarize student’s own understanding of the seminar, and should contain the following:
    - Your name and submission date [1 line]
    - Title of the seminar, name of the speaker, and seminar date [1 line]
    - Background of the work (e.g., applications, prior research, etc.) [1 paragraph]
    - Highlights of the approaches presented in the seminar [1-2 paragraphs]
    - Main results presented in the seminar [1-2 paragraphs]
    - Conclusion (your own conclusion and not what was given by the speaker) [1 paragraph]
    Reviewing papers related to the topic of the seminar, and incorporating relevant findings in the
    reports (e.g., in the conclusion section) is encouraged. In such cases, make sure to clearly indicate
    the reference(s) used to derive these conclusions.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) -

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE 598: ELECTRICAL ENGINEERING RESEARCH SEMINAR 4

    Thu, Feb 07, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Jong-Kook Kim, Associate Professor, Korea University - School of Electrical and Computer Engineering

    Talk Title: Energy Aware High Performance Computing

    Series: EE598 Seminar Course

    Abstract: Power or Energy usage for various systems became an issue because of cost and efficiency. As the goal of advancing or enhancing a computing system is to increase or enhance the performance, it is not enough just to decrease the power or energy usage. Therefore, while trying to minimize the power usage the performance of the system must be upgraded. There are many environments or systems that must consider both energy and performance for enhancement at the same time. Distributed mobile computing is one such environment where computing resources are mobile, connected wirelessly, have limited battery power, and may be heterogeneous from one another. A multi-core chip multiprocessor can be another such system that may need an intelligent method to reduce the energy usage while also trying to enhance performance.

    Biography: Jong-Kook Kim is currently an Associate Professor at Korea University, Seoul Korea. He received his M.S. and Ph.D. degrees in electrical and computer engineering from Purdue University in May 2000 and August 2004, respectively. He received his B.S. degree in electronic engineering from Korea University, Seoul, Korea in 1998. His research interests include heterogeneous distributed computing, real-time mobile computing, computer architecture, performance measures, resource management, evolutionary heuristics, energy-aware computing, and distributed compilers. He is a member of the IEEE, IEEE Computer Society, and ACM.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Twenty Years of Sphere Decoding

    Fri, Feb 08, 2013 @ 11:00 AM - 12:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Emanuele Viterbo, Monash University, Melbourne Australia

    Talk Title: Twenty Years of Sphere Decoding

    Abstract: The sphere decoding algorithm was first introduced in digital communications in 1993. This algorithm provides a practical solution to an otherwise NP-complete problem (ML decoding for multidimensional lattice constellations over fading channels). This work has been cited to date in over 1200 papers (source: scholar.google) and this number is steadily growing. The pioneering use of lattice decoding of codes for single antenna systems has been followed by a substantial body of research showing the use of the sphere decoder in many other applications, among which decoding of space-time codes for MIMO. More re cently, the sphere decoding algorithm has been implemented in VLSI, for high rate wireless LAN terminals. This talk will present the basic principle of sphere decoding and its historical development into communications engineering.

    Biography: Emanuele Viterbo received his degree (Laurea) in Electrical Engineering in 1989 and his Ph.D. in 1995 in Electrical Engineering, both from the Politecnico di Torino, Torino, Italy. From 1990 to 1992 he was with the European Patent Office, The Hague, The Netherlands, as a patent examiner in the field of dynamic recording and error-control coding. Between 1995 and 1997 he held a post-doctoral position in the Dipartimento di Elettronica of the Politecnico di Torino. In 1997-98 he was a post doctoral research fellow in the Information Sciences Research Center of AT&T Research, Florham Park, NJ, USA. He became first Assistant Professor (1998) then Associate Professor (2005) in Dipartimento di Elettronica at Politecnico di Torino. In 2006 he became Full Professor in DEIS at University of Calabria, Italy. From September 2010 he i s Full Professor in the ECSE Department and Associate Dean Reasearch Training for the Faculty of Engineering at Monash University, Melbourne, Australia. 



    In 1993 he was visiting researcher in the Communications Department of DLR, Oberpfaffenhofen, Germany. In 1994 and 1995 he was visiting the cole Nationale Suprieure des Telcommunications (E.N.S.T.), Paris. In 2003 he was visiting researcher at the Maths Department of EPFL, Lausanne, Switzerland. In 2004 he was visiting researcher at the Telecommunications Department of UNICAMP, Campinas, Brazil. In 2005, 2006 and 2009 he was visiting researcher at the ITR of UniSA, Adelaide, Australia. In 2007 he was visiting fellow at the Nokia Research Center, Helsinki, Finland. Prof. Emanuele Viterbo is a 2011 Fellow of the IEEE, a ISI Highly Cited Researcher and Member of the Board of Governors of the IEEE Information Theory Society (2011-2013). Dr. Emanuele Viterbo was awarded a NATO Advanced Fellowship in 1997 from the Italian National Research Council and the 2012-13 Australia-India Fellowship from the Australian Academy of Science. His main research interests are in lattice codes for the Gaussian and fading channels, algebraic coding theory, algebraic space-time coding, digital terrestrial television broadcasting, and digital magnetic recording.


    Host: Giuseppe Caire, x04683, caire@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Munushian Seminar

    Fri, Feb 08, 2013 @ 02:30 PM - 03:30 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Konrad Lehnert, University of Colorado and NIST

    Talk Title: “Micro-electromechanics: A New Quantum Technology”

    Abstract: That an object can be in two distinct places simultaneously is a consequence of quantum theory and a fact routinely invoked to account for the behavior of electrons and atoms. Nevertheless, these superpositions are in conflict with our everyday experience. What is the largest and most tangible object that can be prepared in such a superposition? This question has motivated researchers to fabricate micron-scale mechanical resonators and coax them towards the regime of quantum behavior. Indeed micro-mechanical devices recently reached the quantum regime.
    In this talk, I will describe how we use electricity to achieve the exquisite control and measurement of micro-mechanical resonators necessary to reach the quantum regime. Having entered this regime, we are now able to pursue many exciting ideas. We endeavor to use mechanical resonators as long-lived memories for the quantum states of electrical circuits. In addition, we are developing the technology to transfer quantum states between two incompatible systems via a mechanical intermediary. In the future, it may even be possible to test quantum theory itself in an unexplored region of mass and size scales.


    Biography: Konrad W. Lehnert is a JILA Fellow, NIST physicist, and Associate Professor of Physics at the University of Colorado. As a graduate student Konrad studied mesoscopic superconductivity, working with S. James Allen at the University of California at Santa Barbara. He received his Ph. D. in 1999 and went on to a post-doc at Yale. There, he worked with Robert Schoelkopf on quantum bits (qubits) built from superconducting circuits. In 2003 he joined JILA (JILA is a joint institute of the University of Colorado and NIST), as an Associate Fellow. In 2007 he was promoted to JILA Fellow. At JILA, he has established a research group studying microwave quantum circuits, mesoscopic electronics, and quantum nanomechanics.

    Host: EE-Electrophysics

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Marilyn Poplawski


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE-EP Seminar

    Thu, Feb 14, 2013 @ 09:00 AM - 10:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Arka Majumdar, Postdoctoral Scholar, U C Berkeley

    Talk Title: Light Matter Interaction at the Nano-scale: Towards Attojoule Optoelectronics

    Abstract: Understanding and engineering light-matter interactions hold the key to solving several important problems in modern society, including but not limited to high performance computing and communication. To enable optical interconnects over short distances between electrical components, and in the future even performing the whole computing process in the optical domain, the energy consumption must be decreased to several attojoules per bit. In my talk, I will describe how such attojoule optoelectronic technologies can be developed by engineering light-matter interactions at the nano-scale.
    First, I will describe the coupled quantum dot (QD)-cavity system. Very strong interaction between light and matter can be achieved in this system as a result of the field localization inside sub-cubic wavelength volumes. Such strong light-matter interaction produces an optical nonlinearity that is present even at the single-photon level and is tunable at a very fast time-scale (~few picoseconds). We use this effect to perform very low power optical and electro-optical modulation. Although this system provides us with light-matter interaction at the most fundamental level and the cavities can be scaled very easily, the growth of self-assembled QDs ultimately limits the scalability of this coupled system. As a route to overcome this problem, I will describe another system: the graphene-clad photonic crystal cavity, where we have also demonstrated electro-optic modulation. With the light-matter interactions controlled at a very low energy level, these nano-photonic devices pave the way towards reaching attojoule optoelectronics.


    Biography: Arka Majumdar received his B.Tech degree from Indian Institute of Technology, Kharagpur in 2007, and PhD (in Electrical Engineering) from Stanford University in 2012. He is currently a postdoctoral scholar in the Physics department, University of California, Berkley. In 2008, he held an internship in Sun Microsystems. His research interests include devices in nanophotonics, nanometallics and quantum optoelectronics with a goal to explore the fundamentals and applications of photonics in information processing. He has published more than 30 scientific papers in distinguished journals, cited more than 300 times. He is a recipient of the Gold Medal from the President of India and Stanford Graduate Fellowship.

    Host: EE-EP

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Marilyn Poplawski


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Repeating EventFocused on parallel and distributed computing

    Thu, Feb 14, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: TBA, TBA

    Talk Title: TBA

    Series: EE598 Seminar Course

    Abstract: Weekly seminars given by researchers in academia and industry including senior doctoral students in EE, CS and ISI covering current research related to parallel and distributed computation including parallel algorithms, high performance computing, scientific computation, application specific architectures, multi-core and many-core architectures and algorithms, application acceleration, reconfigurable computing systems, data intensive systems, Big Data and cloud computing.

    Biography: Prerequisite: Students are expected to be familiar with basic concepts at the level of graduate level courses in Computer Engineering and Computer Science in some of these topic areas above. Ph.D. students in Electrical Engineering, Computer Engineering and Computer Science can automatically enroll. M.S. students can enroll only with permission of the instructor. To request permission send a brief mail to the instructor in text format with the subject field “EE 598”. The body of the mail (in text format) should include name, degree objective, courses taken at USC and grades obtained, prior educational background, and relevant research background, if any.

    Requirements for CR:
    1. Attending at least 10 seminars during the semester
    There will be a sign-in sheet and a sign-out sheet at every seminar. All students must sign-in (before 2:00pm) and sign-out (after 3:00pm). The sign-in sheet will not be available after 2:00pm, and the sign-out sheet will not be available before 3:00pm.

    2. Submitting a written report for at least 5 seminars
    The written report for each seminar must be 1-page single line spaced format with font size of 12 (Times) or 11 (Arial) without any figures, tables, or graphs. The report must be submitted no later than 1 week after the corresponding seminar, and must be handed only to the instructor either on the seminar times or during office hours. Late reports will not be considered.
    The report must summarize student’s own understanding of the seminar, and should contain the following:
    - Your name and submission date [1 line]
    - Title of the seminar, name of the speaker, and seminar date [1 line]
    - Background of the work (e.g., applications, prior research, etc.) [1 paragraph]
    - Highlights of the approaches presented in the seminar [1-2 paragraphs]
    - Main results presented in the seminar [1-2 paragraphs]
    - Conclusion (your own conclusion and not what was given by the speaker) [1 paragraph]
    Reviewing papers related to the topic of the seminar, and incorporating relevant findings in the
    reports (e.g., in the conclusion section) is encouraged. In such cases, make sure to clearly indicate
    the reference(s) used to derive these conclusions.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) -

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE 598: ELECTRICAL ENGINEERING RESEARCH SEMINAR COURSE #5

    Thu, Feb 14, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Thilan Ganegedara, PhD Student, Electrical Engineering USC Viterbi School of Engineering

    Talk Title: High-Performance Networking on Reconfigurable Fabric

    Series: EE598 Seminar Course

    Abstract: The Internet is growing at a rapid pace with the proliferation of multimedia applications such as VoIP, video streaming and gaming. This rapid growth is facilitated by the underlying networking hardware, which is responsible for meeting Quality of Service (QoS) requirements while guaranteeing the throughput demands of a network. In this talk, we discuss how such time-critical tasks can be algorithmically mapped on to reconfigurable hardware platforms such as Field Programmable Gate Array (FPGA), exploiting the massive parallelism offered in these devices. Methodologies to device 100+ Gbps hardware firewalls that consume orders of magnitude lower power than state-of-the-art solutions will be presented.

    Biography: Thilan Ganegedara is a PhD student in the Ming Hsieh Department of Electrical Engineering at the University of Southern California, Los Angeles. His research focuses on developing algorithms and architectures for high-performance IP lookup and packet classification engines, which includes solutions for large-scale router virtualization, IPv6 forwarding in backbone networks, and packet classification for hardware firewalls. He earned his BSc degree in Electrical Engineering from University of Peradeniya, Sri Lanka.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Coding Over Interference Channels: An Information-Estimation View

    Fri, Feb 15, 2013 @ 11:00 AM - 12:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Shlomo Shamai, Technion – Israel Institute of Technology

    Talk Title: Coding Over Interference Channels: An Information-Estimation View

    Abstract: The information-estimation relation is used to gain insight into useful coding schemes operating over the Gaussian interference channel. After reviewing basic I-MMSE relations and their implications on point-to-point coding over the Gaussian channel, we focus on the Gaussian interference channel. Here the inflicted interference is measured by the associated minimum mean square error (MMSE). Structure of codes achieving reliable communication at some specific signal-to-noise ratio (SNR) and constrained by the permitted MMSE at a lower SNR values, modeling the interference, are discussed. It is shown that layered superposition codes attain optimal performance, providing thus some engineering insight to the relative efficiency of the Han-Kobayashi coding strategy. The Degrees-of-Freedom (DoF) behavior of the multi-user Gaussian interference channel is captured by considering the MMSE-Dimension concept, providing a general expression for the DoF. A short outlook concludes the presentation, addressing related research challenges, and also recent results, where interference is measured by the corresponding mutual information.

    Joint work with Ronit Bustin, Technion.


    Biography: Shlomo Shamai (Shitz) (S'80–M'82–SM'89–F'94) received the B.Sc., M.Sc., and Ph.D. degrees in electrical engineering from the Technion—Israel Institute of Technology, in 1975, 1981 and 1986 respectively. During 1975-1985 he was with the Communications Research Labs in the capacity of a Senior Research Engineer. Since 1986 he is with the Department of Electrical Engineering, Technion—Israel Institute of Technology, where he is now the William Fondiller Professor of Telecommunications. His research interests encompass a wide spectrum of topics in information theory and statistical communications. He is especially interested in theoretical limits in communication with practical constraints, multi-user information theory and spread spectrum systems, multiple-input-multiple-output communications systems, information theoretic models for wireless networks and systems, information theoretic aspects of magnetic recording, channel coding, combined modulation and coding, turbo codes and LDPC, in channel, source, and combined source-channel applications, iterative detection and decoding algorithms, coherent and noncoherent detection and information theoretic aspects of digital communication in optical channels. Dr. Shamai (Shitz) is a member of the Union Radio Scientifique Internationale (URSI). He is the recipient of the 1999 van der Pol Gold Medal of URSI, and a co-recipient of the 2000 IEEE Donald G. Fink Prize Paper Award, the 2003, and the 2004 Joint IT/COM Societies Paper Award, and the 2007 Information Theory Society Paper Award. He is also the recipient of the 1985 Alon Grant for distinguished young scientists and the 2000 Technion Henry Taub Prize for Excellence in Research. He has served as Associate Editor for the Shannon Theory of the IEEE Transactions on Information Theory, and also serves on the Board of Governors of the Information Theory Society.

    Host: Guiseppe Caire, caire@usc.edu

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Gerrielyn Ramos


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Integrated Systems Seminar Series

    Fri, Feb 15, 2013 @ 02:30 PM - 03:30 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Prof. Zoya Popovic, University of Colorado – Boulder

    Talk Title: Microwave GaN Power Amplifiers for Efficient Communication and Radar Transmitters

    Abstract: This talk will present an overview of the activities in the microwave and antennas group at the University of Colorado, Boulder, followed by a more detailed discussion of various techniques for obtaining high-efficiency transmitters for non-constant envelope communication and radar signals. Several efficient amplifiers will be presented, for applications such as wind-profiling radar with 3-kW LDMOS pulsed 449-MHz PAs with power added efficiencies (PAE) greater than 65%, to S-band hybrid GaN PAs with 10W output power and PAE>80% and X-band 10-W MMIC GaN PAs with PAE>60%. These amplifiers are integrated into transmitters that use several architectures to maintain efficiency for varying amplitude signals, such as supply modulation, outphasing and harmonic injection at the output. Several transmitters for envelope signal bandwidths exceeding 100MHz, over 6dB peak-to-average ratios, and total system efficiencies greater than 50% will be presented. Since high efficiency is accompanied with high nonlinearity, techniques for linearization will also be discussed.

    Biography: Zoya Popovic is a Distinguished Professor and the Hudson Moore Jr. Endowed Chair of Electrical Engineering at the University of Colorado. She obtained her Dipl.Ing. degree at the University of Belgrade, Serbia, and her Ph.D. at Caltech. She has graduated 46 PhDs and currently advises 16 doctoral students in various areas of microwave engineering. She is a Fellow of the IEEE and the recipient of two IEEE MTT Microwave Prizes for best journal papers, the White House NSF Presidential Faculty Fellow award, the URSI Issac Koga Gold Medal, the ASEE/HP Terman Medal and the German Humboldt Research Award. She has a husband physicist and three daughters.

    Host: Prof. Hossein Hashemi, Prof. Mike Chen

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Hossein Hashemi


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Repeating EventFocused on parallel and distributed computing

    Thu, Feb 21, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: TBA, TBA

    Talk Title: TBA

    Series: EE598 Seminar Course

    Abstract: Weekly seminars given by researchers in academia and industry including senior doctoral students in EE, CS and ISI covering current research related to parallel and distributed computation including parallel algorithms, high performance computing, scientific computation, application specific architectures, multi-core and many-core architectures and algorithms, application acceleration, reconfigurable computing systems, data intensive systems, Big Data and cloud computing.

    Biography: Prerequisite: Students are expected to be familiar with basic concepts at the level of graduate level courses in Computer Engineering and Computer Science in some of these topic areas above. Ph.D. students in Electrical Engineering, Computer Engineering and Computer Science can automatically enroll. M.S. students can enroll only with permission of the instructor. To request permission send a brief mail to the instructor in text format with the subject field “EE 598”. The body of the mail (in text format) should include name, degree objective, courses taken at USC and grades obtained, prior educational background, and relevant research background, if any.

    Requirements for CR:
    1. Attending at least 10 seminars during the semester
    There will be a sign-in sheet and a sign-out sheet at every seminar. All students must sign-in (before 2:00pm) and sign-out (after 3:00pm). The sign-in sheet will not be available after 2:00pm, and the sign-out sheet will not be available before 3:00pm.

    2. Submitting a written report for at least 5 seminars
    The written report for each seminar must be 1-page single line spaced format with font size of 12 (Times) or 11 (Arial) without any figures, tables, or graphs. The report must be submitted no later than 1 week after the corresponding seminar, and must be handed only to the instructor either on the seminar times or during office hours. Late reports will not be considered.
    The report must summarize student’s own understanding of the seminar, and should contain the following:
    - Your name and submission date [1 line]
    - Title of the seminar, name of the speaker, and seminar date [1 line]
    - Background of the work (e.g., applications, prior research, etc.) [1 paragraph]
    - Highlights of the approaches presented in the seminar [1-2 paragraphs]
    - Main results presented in the seminar [1-2 paragraphs]
    - Conclusion (your own conclusion and not what was given by the speaker) [1 paragraph]
    Reviewing papers related to the topic of the seminar, and incorporating relevant findings in the
    reports (e.g., in the conclusion section) is encouraged. In such cases, make sure to clearly indicate
    the reference(s) used to derive these conclusions.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) -

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE 598: ELECTRICAL ENGINEERING RESEARCH SEMINAR 6

    Thu, Feb 21, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Mohammad Abdel-Majeed and Hyeran Jeon, PhD Students, Electrical Engineering, USC Viterbi School of Engineering

    Talk Title: Energy Efficient and Reliable GPGPU Architecture

    Series: EE598 Seminar Course

    Abstract: Graphics Processing Units (GPUs) are initially designed to provide a high performance computing for multimedia applications. Due to the efficiency of their execution model, nowadays GPUs are used to run scientific, medical and financial workloads in addition to the multimedia workloads. In this talk we will explore the opportunities in current GPUs that can be used to support a reliable and power efficient execution without affecting the overall performance of GPUs.

    In the first part of the talk we will go through some workloads characterization experiments to explore the available opportunities for reliable and power efficient solutions. In the second part we will introduce two mechanisms based on the explored opportunities. The first mechanism is warped DMR that focuses on designing a reliable execution model in GPUs in order to match with the reliability requirements for the new set of application domains. The second mechanism is warped register file that targets designing a power efficient register file for GPUs in order to mitigate the wasted leakage and the dynamic power caused by the mismatch in applications requirements.

    Biography: Mohammad Abdel-Majeed is a 3rd year PhD student in Electrical Engineering department at University of Southern California. He is working under the supervision of Professor Murali Annavaram and his research focuses on the power efficiency in the modern high throughput processors.

    Hyeran Jeon is a PhD student in Electrical Engineering department of University of Southern California. She is also a member of SCIP lab led by Professor Murali Annavaram. Her research interest is in architectural support for reliable computing.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Integrated Systems Seminar Series

    Fri, Feb 22, 2013 @ 02:30 PM - 03:30 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Daniel Friedman, IBM T. J. Watson Research Center

    Talk Title: High Data Rate Communications: Solutions and Challenges

    Abstract: Bandwidth growth is a key driver for performance growth in a wide range of arenas, especially including servers and high performance ASICs. Yet while mixed-signal circuits do not accrue nearly the scaling-derived improvements in power-per-operation as do digital processing circuits, desired bandwidth growth must nevertheless be delivered in the context of power constraints that are increasingly inflexible. This presentation will first provide an overview of work underway in the Communication and Computation Subsystems department within IBM Research, and will then focus on key solutions and challenges regarding high data rate communications for future systems applications. Example designs discussed will illustrate the continuing interplay and evolution of the roles of architecture, packaging, mixed-signal design, and technology in addressing the bandwidth needs of future computing systems.

    Biography: Daniel Friedman received the Ph.D. degree in Engineering Science from Harvard University. After completing post-doctoral work in image sensor design, he joined IBM Research, initially to work on analog circuits and air interface protocols for field-powered RFID tags. In 1999, he began working on analog circuit design for high-speed SerDes macros and became manager of a team focused on I/O and PLL designs shortly thereafter. He is now senior manager of the communication circuits and systems department, which includes groups working on mixed high speed analog/digital design, mmWave design, and FPGA designs; he also chairs the wireline sub-committee of ISSCC.

    Host: Prof. Hossein Hashemi and Prof. Mike Chen

    Location: Hughes Aircraft Electrical Engineering Center (EEB) -

    Audiences: Everyone Is Invited

    Contact: Hossein Hashemi


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE-Electrophysics Seminar

    Mon, Feb 25, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Rehen Kapadia, University of California, Berkeley

    Talk Title: Electronics Without Borders: Moving Towards Any Semiconductor ‘X’ on Any Substrate ‘Y’

    Abstract: Pushing the boundaries of electron devices—from transistors to photovoltaics—demands complete control over device architectures and material systems. However, traditional growth and fabrication techniques often fall short when optimal design calls for non-planar geometries or integration of non-epitaxial material systems.

    Thus, development of techniques for X-on-Y growth and integration, such as: (i) bottom-up growth of geometry and shape-controlled nanowires, (ii) integration of dissimilar material systems such as III-V’s and Si, and (iii) direct growth of high-quality semiconductors on metals are critical. In this talk, I discuss how semiconductor layer transfer techniques can be used to fabricate high-mobility III-V transistors on Si substrates, and the vapor-liquid-solid (VLS) growth mode can be used to grow templated nanowires and high-quality InP thin films directly on metal foils.

    Specifically, I will cover three methods that move towards enabling X-on-Y. First, I will show a compound semiconductor on insulator (XOI) layer transfer technique that enables integration of free-standing, ultra-thin III-V membranes on Si substrates. The second method is a templated VLS nanowire growth technique for 3-D semiconductor structures on metal substrates. The last technique I illustrate is a thin-film vapor-liquid-solid growth technique for the direct growth of large grain (10-100 micron) polycrystalline InP on metal substrates.


    Biography: Rehan Kapadia is currently a graduate researcher at the University of California, Berkeley. He is a National Science Foundation Graduate Student Fellow, and has published 24 journal articles, in journals such as Nature, Applied Physics Letters, Nano Letters, and Advanced Materials. He received a B.S. in Electrical Engineering from the University at Texas at Austin, M.S from UC Berkeley and will receive his Ph.D from UC Berkeley May 2013. His research interests center on material growth techniques that enable high-performance, scalable electronics, with a focus on energy devices.

    Host: EE-Electrophysics

    Location: Ronald Tutor Hall of Engineering (RTH) - 324

    Audiences: Everyone Is Invited

    Contact: Marilyn Poplawski


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Repeating EventFocused on parallel and distributed computing

    Thu, Feb 28, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: TBA, TBA

    Talk Title: TBA

    Series: EE598 Seminar Course

    Abstract: Weekly seminars given by researchers in academia and industry including senior doctoral students in EE, CS and ISI covering current research related to parallel and distributed computation including parallel algorithms, high performance computing, scientific computation, application specific architectures, multi-core and many-core architectures and algorithms, application acceleration, reconfigurable computing systems, data intensive systems, Big Data and cloud computing.

    Biography: Prerequisite: Students are expected to be familiar with basic concepts at the level of graduate level courses in Computer Engineering and Computer Science in some of these topic areas above. Ph.D. students in Electrical Engineering, Computer Engineering and Computer Science can automatically enroll. M.S. students can enroll only with permission of the instructor. To request permission send a brief mail to the instructor in text format with the subject field “EE 598”. The body of the mail (in text format) should include name, degree objective, courses taken at USC and grades obtained, prior educational background, and relevant research background, if any.

    Requirements for CR:
    1. Attending at least 10 seminars during the semester
    There will be a sign-in sheet and a sign-out sheet at every seminar. All students must sign-in (before 2:00pm) and sign-out (after 3:00pm). The sign-in sheet will not be available after 2:00pm, and the sign-out sheet will not be available before 3:00pm.

    2. Submitting a written report for at least 5 seminars
    The written report for each seminar must be 1-page single line spaced format with font size of 12 (Times) or 11 (Arial) without any figures, tables, or graphs. The report must be submitted no later than 1 week after the corresponding seminar, and must be handed only to the instructor either on the seminar times or during office hours. Late reports will not be considered.
    The report must summarize student’s own understanding of the seminar, and should contain the following:
    - Your name and submission date [1 line]
    - Title of the seminar, name of the speaker, and seminar date [1 line]
    - Background of the work (e.g., applications, prior research, etc.) [1 paragraph]
    - Highlights of the approaches presented in the seminar [1-2 paragraphs]
    - Main results presented in the seminar [1-2 paragraphs]
    - Conclusion (your own conclusion and not what was given by the speaker) [1 paragraph]
    Reviewing papers related to the topic of the seminar, and incorporating relevant findings in the
    reports (e.g., in the conclusion section) is encouraged. In such cases, make sure to clearly indicate
    the reference(s) used to derive these conclusions.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) -

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • EE 598: ELECTRICAL ENGINEERING RESEARCH SEMINAR COURSE #7

    Thu, Feb 28, 2013 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Daniel Wong, PhD Student, Electrical Engineerin, USC Viterbi School of Engineering

    Talk Title: Energy Proportional Datacenter Servers

    Series: EE598 Seminar Course

    Abstract: Energy proportionality (EP), the notion where power consumption should be proportional to utilization, is becoming an increasingly important concept in datacenter servers. In this talk, we introduce metrics to accurately quantify energy proportionality and analyze historical EP trends to identify opportunities to improve EP. We find that there exists large energy proportionality gap at low utilization and we present KnightShift, a server-level heterogeneous server that introduces an active low-power mode through the addition of a tightly-coupled compute node called the Knight. We evaluated KnightShift against a variety of real-world datacenter workloads using a combination of prototyping and simulation, showing up to 75% energy savings with tail latency bounded by the latency of the Knight and up to 14% improvement to Performance per TCO dollar spent.

    Biography: Daniel Wong is a PhD student working with Prof. Murali Annavaram in the Ming Hsieh Department of Electrical Engineering at the University of Southern California, Los Angeles. His research focuses on novel energy efficient architectures spanning from datacenter servers to GPGPUs. His research has been recognized as one of IEEE Micro’s Top Picks in Computer Architecture for 2013. He earned his BS degree in Computer Engineering/Computer Science and MS degree in Electrical Engineering from USC in 2009 and 2011, respectively.

    Host: Professor Viktor K. Prasanna

    More Information: Course Announcement_EE598_Focused on parallel and distributed computing_(Spring 2013).pdf

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    Audiences: Everyone Is Invited

    Contact: Janice Thompson


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.

  • Viterbi Keynote Lecture

    Viterbi Keynote Lecture

    Thu, Feb 28, 2013 @ 04:00 PM - 05:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: John M. Cioffi, Ph.D., Hitachi Professor Emeritus, Stanford University

    Talk Title: Ubiquitous Cost-Effective Gigabit per Second Broadband Access: It's Coming, and Not The Way You Think!

    Series: Distinguished Lecturer Series

    Abstract: Billions of people worldwide regularly use and depend upon the Internet in their daily lives. The volume of both mobile data and fixed-line data broadband access consequently grows rapidly along with the need for higher speeds. This talk investigates an evolution of broadband access speeds and technology that addresses the demand cost effectively and in a timely manner, posing a solution that enables 100 Mbps to Gbps broadband access to all for realistic costs. Contributions to various methods within the technology by A. Viterbi will also be noted.

    Biography: John M. Cioffi is Chairman and CEO of ASSIA, Inc, a Redwood City, CA based company. ASSIA is known for pioneering DSL management software sold to DSL service providers, and specifically for introducing Dynamic Spectrum Management or DSM. Cioffi is also the Hitachi Professor Emeritus at Stanford University, where he held a tenured endowed professorship before retiring after 22 full-time years. Cioffi received his BSEE from the University of Illinois, 1978; PhDEE from Stanford, 1984; and an Honorary Doctorate from the University of Edinburgh in 2010. He worked for Bell Laboratories, 1978-1984; IBM Research, 1984-1986; and as a professor at Stanford University, 1986-2008. Cioffi also founded Amati Communications Corp. in 1991 (purchased by TI in 1997 for its DSL technology) and was officer/director from 1991-1997. Cioffi designed the world's first ADSL and VDSL modems, which today account for roughly 98% of the 400 million DSL connections worldwide.

    Cioffi currently also serves on the Board of Directors of Alto Beam and the Marconi Foundation, and has previously served on the boards of eight other public and private companies. He has received various awards, including the IEEE Alexander Graham Bell, Kobayashi, and Millennium Medals/Awards (2010, 2001, 2000), The Economist's 2010 Innovation Award, International Marconi Fellow (2006), Member, United States National and UK Royal Academies of Engineering (2001, 2009), IEEE Fellow (1996), IEE JJ Tomson Medal (2000), University of Illinois Outstanding Alumnus (2009) and Distinguished Alumnus (2010). Cioffi has published several hundred technical papers and is the inventor named on more than 100 additional patents, many of which are heavily licensed in the communication industry.

    Host: Drs. Sandeep Gupta and Alexander Sawchuk

    More Info: http://viterbi.usc.edu/news/events/keynote/viterbi/john-cioffi.htm

    Webcast: http://geromedia.usc.edu/Gerontology/Play/c66d78ed8e22483599c47f84a63849411d

    More Information: 20130228 Cioffi Print.pdf

    Location: Ethel Percy Andrus Gerontology Center (GER) - 124

    WebCast Link: http://geromedia.usc.edu/Gerontology/Play/c66d78ed8e22483599c47f84a63849411d

    Audiences: Everyone Is Invited

    Contact: Mayumi Thrasher

    Event Link: http://viterbi.usc.edu/news/events/keynote/viterbi/john-cioffi.htm


    This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.