throbber
Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 1 of 102
`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 1 of 102
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`EXHIBIT 7
`EXHIBIT 7
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`

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`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 2 of 102
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`UNITED STATES PATENT AND TRADEMARK OFFICE
`
`BEFORE THE PATENT TRIAL AND APPEAL BOARD
`
`
`GOOGLE LLC,
`Petitioner,
`
`v.
`
`TOUCHSTREAM TECHNOLOGIES, INC.,
`Patent Owner.
`
`
`Case No. IPR2022-00793
`U.S. Patent No. 8,782,528
`
`
`
`
`DECLARATION OF KEVIN C. ALMEROTH, PH.D. IN SUPPORT OF
`PATENT OWNER’S RESPONSE
`
`
`
`
`
`Touchstream Exhibit 2022
`Google LLC v. Touchstream Techs., Inc.
`IPR2022-00793
`
`

`

`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 3 of 102
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`TABLE OF CONTENTS
`
`I.
`
`Overview .......................................................................................................... 1
`
`II.
`
`Background & Qualifications .......................................................................... 2
`
`III.
`
`Information Considered .................................................................................14
`
`IV. Legal Standards Applied ...............................................................................14
`
`A. Anticipation .........................................................................................15
`
`B.
`
`Obviousness .........................................................................................16
`
`V.
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`Level of Ordinary Skill in the Art .................................................................19
`
`VI. General Background of the Art .....................................................................20
`
`A.
`
`802.11 Wi-Fi .......................................................................................27
`
`B.
`
`C.
`
`High Definition Television (HDTV) ...................................................28
`
`Codecs .................................................................................................28
`
`D.
`
`Exemplary Mobile Devices .................................................................31
`
`E.
`
`The Digital Home and Mobile Devices ..............................................32
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`VII. Overview of the ’528 Patent ..........................................................................34
`
`A.
`
`Claims ..................................................................................................35
`
`B.
`
`C.
`
`Specification ........................................................................................40
`
`Prosecution History .............................................................................45
`
`VIII. Claim Construction ........................................................................................46
`
`A.
`
`“Media Player” ....................................................................................47
`
`B.
`
`“Programing Code” .............................................................................51
`
`IX. Summary of Petitioner’s Grounds and the Cited References ........................55
`
`A. Muthukumarasamy ..............................................................................55
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`1.
`
`2.
`
`The DBCS presents content choices on the IED, and the user
`selects content using the IED ....................................................57
`
`The IED controls presentation of selected content using one of
`two separate processes ..............................................................60
`
`B.
`
`Hayward ..............................................................................................65
`
`X.
`
`The Challenged Claims Would Not Have Been Obvious over the Cited
`References ......................................................................................................66
`
`A. Muthukumarasamy Describes Two Distinct Processes, Neither of
`Which Discloses or Renders Obvious the Claimed Method ...............66
`
`1.
`
`2.
`
`Petitioner Relies on Muthukumarasamy’s Descriptions of Two
`Separate Processes ....................................................................67
`
`Neither the RCIBS Process nor the zHub/zNode Process
`Discloses All the Limitations of the Challenged Independent
`Claims .......................................................................................72
`
`B. Muthukumarasamy Does Not Disclose or Suggest an Action Control
`Command That Is Independent of the Particular Media Player .........91
`
`C.
`
`Petitioner Fails to Prove That an Ordinary Artisan Would Have
`Considered the zHub and zNode Part of a Server System with
`Muthukumarasamy’s Server ...............................................................92
`
`D.
`
`Claims 2–5, 8, 11, 12, 14, and 15 Would Not Have Been Obvious ...97
`
`XI. Conclusion .....................................................................................................97
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`Page iii
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`1.
`
`I, Kevin C. Almeroth, state that I am over the age of eighteen and am
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`otherwise competent to make this declaration. Statements in this declaration made
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`on my own knowledge are true, and statements made based on information and belief
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`are believed to be true. I hereby declare as follows:
`
`I.
`
`OVERVIEW
`
`2.
`
`I have been retained as an expert witness on behalf of Touchstream
`
`Technologies, Inc. (“Patent Owner”) for the above-captioned petition for inter partes
`
`review (“IPR”). I am being compensated as an expert witness in this case at $800
`
`per hour in addition to out-of-pocket expenses. I have received no additional
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`compensation for my work on this matter and my compensation does not depend,
`
`and has not ever depended in any way, on my opinion as expressed in this Report,
`
`in any testimony that I may give, or on the outcome of this or any other proceeding.
`
`3.
`
`I understand that this IPR involves U.S. Patent No. 8,782,528 (Ex.
`
`1001, “the ’528 patent”). I submit this Declaration in connection with Patent
`
`Owner’s Response to the Petition in this IPR.
`
`4.
`
`Based on my review of the Petition and the evidence in this IPR, as
`
`described more fully below, it is my opinion that claims 1–5, 8, 11, 12, 14, 15, 27,
`
`and 28 of the ’528 patent would not have been obvious based on the grounds asserted
`
`by Google LLC (“Petitioner”) in this IPR proceeding.
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`
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`II. BACKGROUND & QUALIFICATIONS
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`5.
`
`I am currently a Professor Emeritus in the Department of Computer
`
`Science at the University of California, Santa Barbara (UCSB). While at UCSB, I
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`held faculty appointments and was a founding member of the Computer Engineering
`
`(CE) Program, Media Arts and Technology (MAT) Program, and the Technology
`
`Management Program (TMP). I also served as the Associate Director of the Center
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`for Information Technology and Society (CITS) from 1999 to 2012. I have been a
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`faculty member at UCSB since July 1997.
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`6.
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`I hold three degrees from the Georgia Institute of Technology: (1) a
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`Bachelor of Science degree in Information and Computer Science (with minors in
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`Economics, Technical Communication, and American Literature) earned in June
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`1992; (2) a Master of Science degree in Computer Science (with specialization in
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`Networking and Systems) earned in June 1994; and (3) a Doctor of Philosophy
`
`(Ph.D.) degree in Computer Science (Dissertation Title: Networking and System
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`Support for the Efficient, Scalable Delivery of Services in Interactive Multimedia
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`System, minor in Telecommunications Public Policy) earned in June 1997. During
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`my education, I have taken a wide variety of courses as demonstrated by my minor.
`
`My undergraduate degree also included a number of courses more typical of a degree
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`in electrical engineering
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`including digital
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`logic, signal processing, and
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`telecommunications theory.
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`7.
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`One of the major concentrations of my research over the past 30+ years
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`has been the delivery of multimedia content and data between computing devices,
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`including various network architectures. In my research, I have studied large-scale
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`content delivery systems, and the use of servers located in a variety of geographic
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`locations to provide scalable delivery to hundreds or thousands of users
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`simultaneously. I have also studied smaller-scale content delivery systems in which
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`content is exchanged between individual computers and portable devices. My work
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`has emphasized the exchange of content more efficiently across computer networks,
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`including the scalable delivery of content to many users, mobile computing, satellite
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`networking, delivering content to mobile devices, and network support for data
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`delivery in wireless networks.
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`8.
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`In 1992, the initial focus of my research was on the provision of
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`interactive functions (e.g., VCR-style functions like pause, rewind, and fast-forward)
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`for near video-on-demand systems in cable systems; in particular, how to aggregate
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`requests for movies at a cable head-end and then how to satisfy a multitude of
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`requests using one audio/video stream broadcast
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`to multiple
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`receivers
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`simultaneously. This research has continually evolved and resulted in the
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`development of techniques to scalably deliver on-demand content, including audio,
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`video, web documents, and other types of data, through the Internet and over other
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`types of networks, including over cable systems, broadband telephone lines, and
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`satellite links.
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`9.
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`An important component of my research has been investigating the
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`challenges of communicating multimedia content, including video, between
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`computers and across networks including the Internet. Although the early Internet
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`was used mostly for text-based, non-real time applications, the interest in sharing
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`multimedia content, such as video, quickly developed. Multimedia-based
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`applications ranged from downloading content to a device to streaming multimedia
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`content to be instantly used. One of the challenges was that multimedia content is
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`typically larger than text-only content, but there are also opportunities to use
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`different delivery techniques since multimedia content is more resilient to errors. I
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`have worked on a variety of research problems and used a number of systems that
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`were developed to deliver multimedia content to users. One content-delivery method
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`I have researched is the one-to-many communication facility called “multicast,” first
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`deployed as the Multicast Backbone, a virtual overlay network supporting one-to-
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`many communication. Multicast is one technique that can be used on the Internet to
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`provide streaming media support for complex applications like video-on-demand,
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`distance learning, distributed collaboration, distributed games, and large-scale
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`wireless communication. The delivery of media through multicast often involves
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`using Internet infrastructure, devices and protocols, including protocols for routing
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`and TCP/IP.
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`10. Starting in 1997, I worked on a project to integrate the streaming media
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`capabilities of the Internet together with the interactivity of the web. I developed a
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`project called the Interactive Multimedia Jukebox (IMJ). Users would visit a web
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`page and select content to view. The content would then be scheduled on one of a
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`number of channels, including delivery to students in Georgia Tech dorms delivered
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`via the campus cable plant. The content of each channel was delivered using
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`multicast communication.
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`11.
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`In the IMJ, the number of channels varied depending on the capabilities
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`of the server including the available bandwidth of its connection to the Internet. If
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`one of the channels was idle, the requesting user would be able to watch their
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`selection immediately. If all channels were streaming previously selected content,
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`the user’s selection would be queued on the channel with the shortest wait time. In
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`the meantime, the user would see what content was currently playing on other
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`channels, and because of the use of multicast, would be able to join one of the
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`existing channels and watch the content at the point it was currently being
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`transmitted.
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`12. The IMJ service combined the interactivity of the web with the
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`streaming capabilities of the Internet to create a jukebox-like service. It supported
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`true Video-on-Demand when capacity allowed, but scaled to any number of users
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`based on queuing requested programs. As part of the project, we obtained
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`permission from Turner Broadcasting to transmit cartoons and other short-subject
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`content. We also connected the IMJ into the Georgia Tech campus cable television
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`network so that students in their dorms could use the web to request content and then
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`view that content on one of the campus's public access channels.
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`13. More recently, I have also studied issues concerning how users choose
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`content, especially when considering the price of that content. My research has
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`examined how dynamic content pricing can be used to control system load. By
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`raising prices when systems start to become overloaded (i.e., when all available
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`resources are fully utilized) and reducing prices when system capacity is readily
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`available, users’ capacity to pay as well as their willingness can be used as factors
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`in stabilizing the response time of a system. This capability is particularly useful in
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`systems where content is downloaded or streamed on-demand to users.
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`14. As a parallel research theme, starting in 1997, I began researching
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`issues related to wireless devices and sensors. In particular, I was interested in
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`showing how to provide greater communication capability to “lightweight devices,”
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`i.e., small form-factor, resource-constrained (e.g., CPU, memory, networking, and
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`power) devices. Starting in 1998, I published several papers on my work to develop
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`a flexible, lightweight, battery-aware network protocol stack. The lightweight
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`protocols we envisioned were similar in nature to protocols like Bluetooth, Universal
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`Plug and Play (UPnP) and Digital Living Network Alliance (DLNA).
`
`15. From this initial work, I have made wireless networking—including ad
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`hoc, mesh networks and wireless devices—one of the major themes of my research.
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`My work in wireless networks spans the protocol stack from applications through to
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`the encoding and exchange of data at the data link and physical layers.
`
`16. At the application layer, even before the large-scale “app stores” were
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`available, my research looked at building, installing, and using apps for a variety of
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`purposes, from network monitoring to support for traditional computer-based
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`applications (e.g., content retrieval) to new applications enabled by ubiquitous,
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`mobile devices. For example, my research has looked at developing applications for
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`virally exchanging and tracking “coupons” through “opportunistic contact” (i.e.,
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`communication with other devices coming into communication range with a user).
`
`In many of the courses I have taught there is a project component. Through these
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`projects I have supervised numerous efforts to develop new “apps” for download
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`and use across a variety of mobile platforms.
`
`17. Toward the middle of the protocol stack, my research also looked to
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`build wireless infrastructure support to enable communication among a set of mobile
`
`devices unaided by any other kind of network infrastructure. These kinds of
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`networks are useful either in challenged network environments (e.g., when a natural
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`disaster has destroyed existing infrastructure) or when suitable support for network
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`communication never existed. The deployment of such networks (or even the use
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`of traditional network support) are critical to support services like disaster relief,
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`catastrophic event coordination, and emergency services deployment.
`
`18. Yet another theme is monitoring wireless networks, in particular
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`different variants of IEEE 802.11 compliant networks, to (1) understand the
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`operation of the various protocols used in real-world deployments, (2) use these
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`measurements to characterize use of the networks and identify protocol limitations
`
`and weaknesses, and (3) propose and evaluate solutions to these problems. I have
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`successfully used monitoring techniques to study wireless data link layer protocol
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`operation and to improve performance by enhancing the operation of such protocols.
`
`For wireless protocols, this research includes functions like network acquisition and
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`channel bonding.
`
`19. Protecting networks, including their operation and content, has been an
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`underlying theme of my research almost since the beginning of my research career.
`
`Starting in 2000, I have been involved in several projects that specifically address
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`security, network protection, and firewalls. After significant background work, a
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`team on which I was a member successfully submitted a $4.3M grant proposal to the
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`Army Research Office (ARO) at the Department of Defense to propose and develop
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`a high-speed intrusion detection system. Key aspects of the system included
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`associating streams of packets and analyzing them for viruses and other malware.
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`Once the grant was awarded, we spent several years developing and meeting the
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`milestones of the project. A number of my students worked on related projects and
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`published papers on topics ranging from intrusion detection to developing advanced
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`techniques to be incorporated into firewalls. I have also used firewalls, including
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`their associated malware detection features, in developing techniques for the
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`classroom to ensure that students are not distracted by online content.
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`20. My recent work ties some of the various threads of my past research
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`together. I have investigated content delivery in online social networks and
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`proposed reputation management systems in large-scale social networks and
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`marketplaces. On the content delivery side, I have looked at issues of caching and
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`cache placement, especially when content being shared and the cache has
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`geographical relevance. We were able to show that effective caching strategies can
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`greatly improve performance and reduce deployment costs. Our work on reputation
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`systems showed that reputations have economic value, and as such, creates a
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`motivation to manipulate reputations. In response, we developed a variety of
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`solutions to protect the integrity of reputations in online social networks. The
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`techniques we developed for content delivery and reputation management were
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`particularly relevant in peer-to-peer communication and recommendations for
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`downloadable “apps.”
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`21. As an important component of my research program, I have been
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`involved in the development of academic research into available technology in the
`
`market place. One aspect of this work is my involvement in the Internet Engineering
`
`Task Force (IETF). The IETF is a large and open international community of
`
`network designers, operators, vendors, and researchers concerned with the evolution
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`of the Internet architecture and the smooth operation of the Internet. I have been
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`involved in various IETF groups including many content delivery-related working
`
`groups like the Audio Video Transport (AVT) group, the MBone Deployment
`
`(MBONED) group, Source Specific Multicast (SSM) group, the Inter-Domain
`
`Multicast Routing (IDMR) group, the Reliable Multicast Transport (RMT) group,
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`the Protocol Independent Multicast (PIM) group, etc. I have also served as a member
`
`of the Multicast Directorate (MADDOGS), which oversaw the standardization of all
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`things related to multicast in the IETF. Finally, I was the Chair of the Internet2
`
`Multicast Working Group for seven years.
`
`22. My involvement in the research community extends to leadership
`
`positions for several academic journals and conferences. I am the co-chair of the
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`Steering Committee for the ACM Network and System Support for Digital Audio
`
`and Video (NOSSDAV) workshop and on the Steering Committees for the
`
`International Conference on Network Protocols (ICNP), ACM Sigcomm Workshop
`
`on Challenged Networks (CHANTS), and IEEE Global Internet (GI) Symposium. I
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`have served or am serving on the Editorial Boards of IEEE/ACM Transactions on
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`Networking, IEEE Transactions on Mobile Computing, IEEE Network, ACM
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`Computers in Entertainment, AACE Journal of Interactive Learning Research
`
`(JILR), and ACM Computer Communications Review. I have co-chaired a number
`
`of conferences and workshops including the IEEE International Conference on
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`Network Protocols (ICNP), IEEE Conference on Sensor, Mesh and Ad Hoc
`
`Communications and Networks
`
`(SECON),
`
`International Conference on
`
`Communication Systems and Networks (COMSNETS), IFIP/IEEE International
`
`Conference on Management of Multimedia Networks and Services (MMNS), the
`
`International Workshop On Wireless Network Measurement (WiNMee), ACM
`
`Sigcomm Workshop on Challenged Networks (CHANTS), the Network Group
`
`Communication (NGC) workshop, and the Global Internet Symposium, and I have
`
`served on the program committees for numerous conferences.
`
`23. Furthermore, in the courses I taught at UCSB, a significant portion of
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`my curriculum covered aspects of the Internet and network communication
`
`including the physical and data link layers of the Open System Interconnect (OSI)
`
`protocol stack, and standardized protocols for communicating across a variety of
`
`physical media such as cable systems, telephone lines, wireless, and high-speed
`
`Local Area Networks (LANs). The courses I have taught also cover most major
`
`topics in Internet communication, including data communication, multimedia
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`encoding, and mobile application design. My research and courses have covered a
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`range of physical infrastructures for delivering content over networks, including
`
`cable, Integrated Services Digital Network (ISDN), Ethernet, Asynchronous
`
`Transfer Mode (ATM), fiber, and Digital Subscriber Line (DSL). For a complete list
`
`of courses I have taught, see my curriculum vitae (CV).
`
`24.
`
`In addition, I co-founded a technology company called Santa Barbara
`
`Labs that was working under a sub-contract from the U.S. Air Force to develop very
`
`accurate emulation systems for the military’s next generation internetwork. Santa
`
`Barbara Labs’ focus was in developing an emulation platform to test the
`
`performance characteristics of the network architecture in the variety of
`
`environments in which it was expected to operate, and, in particular, for network
`
`services including IPv6, multicast, Quality of Service (QoS), satellite-based
`
`communication, and security. Applications for this emulation program included
`
`communication of a variety of multimedia-based services, including video
`
`conferencing and video-on-demand.
`
`25.
`
`In addition to having co-founded a technology company myself, I have
`
`worked for, consulted with, and collaborated with companies for nearly 30 years.
`
`These companies range from well-established companies to start-ups and include
`
`IBM, Hitachi Telecom, Turner Broadcasting System (TBS), Bell South, Digital
`
`Fountain, RealNetworks, Intel Research, Cisco Systems, and Lockheed Martin.
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`
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`26. Through my graduate education, leadership with CITS, involvement in
`
`TMP, role in the development of the Internet2 infrastructure, and consulting with
`
`ISPs, I have gained a strong understanding in the role of the Internet in our society
`
`and the challenges of deploying large-scale production networking infrastructure.
`
`CITS, since its inception, has looked at the role of the Internet in society, including
`
`how the evolution of technology have created communication opportunities and
`
`challenges, including, for example through disruptive technologies like P2P. TMP
`
`looks to focus on non-purely technical issues, including, for example, state-of-the-
`
`art business methods, strategies for successful technology commercialization, new
`
`venture creation, and best practices for fostering innovation. Through my industry
`
`collaborations and Internet2 work, I have developed significant experience in the
`
`challenges of deploying, monitoring, managing, and scaling communication
`
`infrastructure to support evolving Internet services like streaming media,
`
`conferencing, content exchange, social networking, and e-commerce.
`
`27.
`
`I am a Member of the Association of Computing Machinery (ACM)
`
`and a Fellow of the Institute of Electrical and Electronics Engineers (IEEE).
`
`28. Additional details about my employment history, fields of expertise,
`
`and publications are further included in my CV, which is Exhibit 2023 in this IPR.
`
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`III.
`
`INFORMATION CONSIDERED
`
`29.
`
` In forming the opinions I express in this declaration, I considered the
`
`Petition, the Preliminary Response, the Institution Decision, the Exhibits filed in this
`
`proceeding, and all documents and other information referenced or cited herein. In
`
`addition, I relied on my own professional experience in the relevant field, including
`
`information that would have been well-known by a person of ordinary skill in the art
`
`at the time of the invention.
`
`IV. LEGAL STANDARDS APPLIED
`
`30.
`
`In forming my opinions and considering the patentability of the claims
`
`of the ’528 patent, I am relying upon certain legal principles that counsel has
`
`explained to me.
`
`31.
`
`I understand that the patentability of each claim in a patent is evaluated
`
`independently of the other claims. For an invention claimed in a patent to be found
`
`patentable, it must be, among other things, both new and not obvious in light of what
`
`came before it. Patents and publications that predated the invention are generally
`
`referred to as “prior art.”
`
`32.
`
`I understand that in this proceeding the burden is on the party asserting
`
`unpatentability to prove it by a preponderance of the evidence. I understand that “a
`
`preponderance of the evidence” is evidence sufficient to show that a fact is more
`
`likely than not.
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`33.
`
`I also understand that certain aspects of patentability and patent claim
`
`interpretation rely on the perspective of a so-called “person of ordinary skill in the
`
`art.” I have been informed and understand that a person of ordinary skill in the art is
`
`a hypothetical person who is presumed to be aware of all the pertinent information
`
`that qualifies as prior art. A person of ordinary skill in the art thinks conventionally;
`
`this hypothetical person may make inferences, but has only ordinary creativity.
`
`A. Anticipation
`
`34.
`
`I understand that a claim of a patent, in order to be patentable, must
`
`recite a new invention in view of a single “prior art” reference. I understand that the
`
`law governing anticipation is based on authority that precedes the America Invents
`
`Act (AIA), since the ’528 patent was filed prior to the March 16, 2013. It is my
`
`understanding that “anticipation” requires a single prior art reference that discloses
`
`each and every element of a claimed invention, as those elements are arranged in the
`
`context of each contested claim. The disclosure of the “prior art” is read as it would
`
`have been understood by a person of ordinary skill in the art at the time of the
`
`invention.
`
`35. Based on explanations provided to me, I understand that a patent claim
`
`may be invalid over “prior art” that was publicly known or used in the United States
`
`by someone other than the inventor, if it was in public use or on sale in the United
`
`
`
`Page 15
`
`

`

`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 20 of 102
`
`States by anyone, or if it was patented or described in a “print publication” anywhere
`
`more than one year prior to the earliest applicable filing date.
`
`36.
`
`I have been instructed that a claim limitation is said to be “expressly
`
`disclosed” if a person of ordinary skill in the art would have understood the express
`
`disclosure (including but not limited to text and figures) of the reference as
`
`describing the subject matter of that limitation. If a limitation is not expressly
`
`disclosed, it may nevertheless be ‘inherently disclosed’ if the missing limitation
`
`would have been necessarily present in the allegedly anticipatory reference. To be
`
`“inherent,” I understand that the alleged “inherent” teachings of the art must
`
`necessarily be present; it is not enough that it is “merely probably or possibly
`
`present.” Further, I understand that a patent challenger may not rely on inherency to
`
`change the otherwise express statements in an alleged prior-art reference. Rather,
`
`“inherency” is appropriate if the reference is silent as to the allegedly inherent
`
`disclosure.
`
`B. Obviousness
`
`37.
`
`I understand that a claim can be unpatentable in view of prior art if the
`
`differences between the subject matter claimed and the prior art are such that the
`
`claimed subject matter as a whole would have been “obvious” at the time the
`
`invention was made to a person having ordinary skill in the art. I understand that
`
`patentability cannot be negated by the manner in which the invention was made.
`
`
`
`Page 16
`
`

`

`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 21 of 102
`
`Patentable inventions can be the result of careful, deliberate experimentation; there
`
`need not be any flash of insight or “Eureka!” moment.
`
`38.
`
`I also understand that the relevant inquiry into obviousness requires
`
`consideration of four factors:
`
`a. The scope and content of the prior art;
`
`b. The differences between the prior art and the claims at issue;
`
`c. The knowledge and level of skill of a person of ordinary skill in the
`
`pertinent art; and
`
`d. Objective factors indicating obviousness or nonobviousness which may
`
`be present in any particular case, such factors including commercial
`
`success of products covered by the patent claims; a longfelt need for
`
`the invention; failed attempts by others to make the invention; copying
`
`of the invention by others in the field; unexpected results achieved by
`
`the invention; praise of the invention by the infringer or others in the
`
`field; the taking of licenses under the patent by others; expressions of
`
`surprise by experts and those skilled in the art at the making of the
`
`invention; and the patentee’s proceeding contrary to the accepted
`
`wisdom of the prior art.
`
`39.
`
`I understand that the obviousness standard is defined at 35 U.S.C. §
`
`103(a). I understand that a first step in analyzing obviousness is to determine whether
`
`
`
`Page 17
`
`

`

`Case 6:21-cv-00569-ADA Document 207-7 Filed 04/20/23 Page 22 of 102
`
`the prior art, including the knowledge of one skilled in the art at that time, discloses
`
`each and every element of the recited claim. I understand that, when combining two
`
`or more references, one should then also consider whether there was a teaching or
`
`suggestion, or whether there was a motivation, to combine the references so as to
`
`avoid impermissible hindsight. I have been informed that the application of the
`
`teaching, suggestion or motivation test should not be rigidly applied, but rather is an
`
`expansive and flexible test. For example, I have been informed that the common
`
`sense of a person of ordinary skill in the art can serve as motivation for combining
`
`references. I understand that where a proposed modification to a prior art reference
`
`would render its disclosure inoperable fo

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