Undergraduate Curriculum. The report should be brief while highlighting the key points from each seminar. Computer Engineering & Systems GroupDepartment of Electrical & Computer EngineeringTexas A&M University333E WERC, College Station, Texas, 77843-3259Phone (979) 458-5005, Fax (979) 845-2630, Computer Engineering and Systems Group Seminars, Making Temporal Data Prefetching Practical, Securing Execution of Neural Network Models on Edge Devices, “In Hardware We Trust? Computer Engineering Degrees Ph.D. Department of Computer Science & Engineering Texas A&M University 301 Harvey R. Bright Building College Station, TX 77843-3112 … The Departments of Computer Science and Engineering (CSE) or Electrical and Computer Engineering (ECEN) At least 13 of these 24 hours must be in Electrical & Computer Engineering Department . From Reliability to Security: Negative Bias Temperature Instability and Random Telegraph Noise in Hardware Security. The curriculum is designed to cover the engineering aspects of both hardware and software—a total computer systems perspective. Minimum computer specifications are listed below. Three hours of course work to be approved by academic advisor. All computer engineering students take courses in the following areas: electrical circuits, electronics, digital circuits, computer architecture ranging from microcomputers to mainframes, interfacing, programming languages ranging from assembler to high level, data structures, analysis of algorithms, operating systems, software engineering and microcomputer systems. The MS in Computer Science program consists of core courses, which are required of all students, course electives, and specialized courses within one of seven tracks: Database, Computer Networks, Cyber Security, Artificial Intelligence, Data Science, Image Processing, and Software Engineering. Location: ETB 1020, Organizer: Dr. Srinivas Shakkottai (sshakkot@tamu.edu) Location: ETB 1037, Organizer: Dr. Srinivas Shakkottai (sshakkot@tamu.edu) Program for System Admission Degree Plan College of Engineering Computer Engineering ... All listings are based on the 2019-20 Texas A&M University Undergraduate Catalog, Edition 142. Most computers purchased in the past few years should meet the minimum standards. Fifteen hours of area electives chosen in consultation with academic advisor. Nov 4, Wednesday 4:00pm (WEB 236C): (seminar post-poned to spring, no seminar this week). Topics include reinforcement learning, optimal estimation, Bayesian networks, expert systems, neural networks, and genetic algorithms. Computer Engineering Degrees Ph.D. Case Study for an EDA Product from Research to Release. You can select a thesis or non-thesis option for your graduate work in Computer Science. First Year. For BS-MEEN, allocate 3 hours to core communications course (ENGL 203, ENGL 210, or COMM 205) and/or 3 hours to UCC elective. This course provides the student with knowledge about hardware, software and data management systems. Bachelor of Computer Engineering. Electrical engineering is a challenging but exciting and rewarding field of study. The objective of the graduate electrical engineering and computer science programs is to produce graduates with broad and up-to-date knowledge, skills and judgment, prepared for professional careers in industry and/or further studies that emphasize advanced design, development and research … The PDF will include all pages within the Graduate and Professional Catalog. The CESG Seminar Calendar is available here. Note, however, that students in either track can take courses from the other as electives, or they can use their electives to further specialize within their own track. We offer three degree programs, which are designed to address a variety of student goals and industry demands. 3.1K likes. You are responsible for attending seminars whenever they are scheduled. The PDF will include all information unique to this page. The PDF will include all pages within the Undergraduate Catalog. SENG 4340 Intelligent Systems. Applications emphasize control and decision making in engineering, finance, and computer … Most/all seminars will be recorded, if you cannot attend a seminar you must watch the video for the seminar and turn in a report for the seminar in question. The report is due by the end of the day on the day after the seminar. The Center for Remote Health Technologies and Systems (CRHTS) has a strong emphasis in systems engineering. The mission of the Computing program at Texas A&M University is to prepare intellectual, professional, and ethical graduates, capable of meeting the diverse and changing challenges in the field of computing. IN COMPUTER ENGINEERING Total number of hours (64 or 96) ¨ For students who already hold a Master’s Degree, 64 total hours are required. Computer Engineering & Systems Group - Texas A&M University. Based upon your interest and/or career goals, you will select a track in databases, computer networks, security, artificial intelligence, data science, image processing, or software engineering to complement the core comprised of data structures, algorithm design, operating systems, computer … ECEN 449: Microprocessor System Design Department of Electrical and Computer Engineering Texas A&M University Prof. Sunil P Khatri (Lab exercise created and tested by Ramu Endluri, He Zhou, Andrew Douglass and Sunil P Khatri) Laboratory Exercise #3 Creating a Custom Hardware IP and Interfacing it with Software … There are two distinct tracks in this curriculum, the Electrical Engineering track and the Computer Science track, both culminating in the same Computer Engineering degree. Plan of Study Grid. Sept. 2, Wednesday 4:00 pm (O&M 112): No seminar, quick info session for the students enrolled. The freshman year is slightly different for chemical engineering, biomedical engineering and materials science and engineering degrees in that students take CHEM 119 or CHEM 107/CHEM 117 and CHEM 120. Graduates of the program will develop the communication, teamwork, and leadership skills necessary to carry on the legacy of excellence of an Aggie Engineer. Texas A&M University Department of Electrical and Computer Engineering Texas A&M University 301 Wisenbaker Engineering Building College Station, TX 77843-3128 Phone: 979-845-7441 It develops Kvazaar HEVC encoder and intelligent 360 … Time: Friday 4:10 p.m. – 5:10 p.m. February 15, Friday 4:10 p.m. (ETB 1037): February 22, Friday 4:10 p.m. (ETB 1037): September 7, Friday 4:10 p.m. (ETB 1020): September 14, Friday 4:10 p.m. (ETB 1020): September 21, Friday 4:10 p.m. (ETB 1020): September 28, Friday 4:10 p.m. (ETB 1020): Graduate Student Seminars. Dynamic Adaptability of Caching Algorithms”, “Small-Scale Markets for Bilateral Resource Trading in the Sharing Economy”, “Autonomous Vehicles: The Good, the Bad and the Ugly”, “Transportation Systems Resilience: Capacity-Aware Control and Value of Information”, “Scheduling Punctured Systems: Joint Scheduling of Ultra Reliable Low Latency and Mobile Broadband Traffic”, “Enabling Seamless Coverage and Mobility Support for Millimeter-Wave Networks”, “Sociotechnical Perspectives on Internet Resource Management: Internet Exchanges as Markets for Infrastructure Services”, “Last Mile Security in Industrial IOT Applications”. Human-Centric Machine Learning in the Big Data Era, Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems with Switch-Over Delay, Knowledge-driven representations of physiological signals: Developing measurable indices of non-observable behavior, Model checking Asynchronous Systems: A New Technique and a Practical Tool, Embracing Sparsity in Deep Networks: From Algorithms to Hardware, Spiking Neural Networks: Learning Architecture and Hardware Implementation, Small is the New Big: Data Analytics on the Edge – An overview of processors and algorithms for deep learning techniques on the edge, Systems for Clinical Outcomes Predictions, The Rewriting of a 50-Year-Old Solution: The Normalized Singular Value Decomposition of Non-Symmetric Matrices Using Givens Fast Rotations, Towards Principle Support for Storage and Wireless Applications in Software Defined Networks, Breaking the On-Chip Latency Barrier Using Single-Cycle Multi-Hop Networks, CPU and Server System Architecture Opportunities for  AI Application Optimization. The goal of the undergraduate degree program is to prepare the student for a wide variety of applications found within the diverse computer … A solid foundation in the basic sciences of physics, chemistry and mathematics is used to support these courses. “Private Information Retrieval with Side Information”, Sequential Learning, Optimization and Control for Cyber-Physical Systems, Implantable Electronic Migration at Biotronik. Location: ETB 1037, Organizers:Dr. Alex Sprintson (spalex@tamu.edu) Graduate Program Objective. The track is administered by the Department of Computer Science and Engineering and encompasses nearly all of the core material of the Computer Science degree, but its greater emphasis on design and engineering fundamentals prepares the student for registration as a professional engineer. The freshman year is identical for degrees in aerospace engineering, architectural engineering, civil engineering, computer engineering, computer science, electrical engineering, electronic systems engineering technology, environmental engineering, industrial distribution, industrial engineering, interdisciplinary engineering, manufacturing and mechanical engineering technology, mechanical engineering, multidisciplinary engineering technology, nuclear engineering, ocean engineering, and petroleum engineering (Note: not all programs listed are offered in Qatar). The required 3 hours of international and cultural diversity and 3 hours of cultural discourse may be met by courses satisfying the creative arts, social and behavioral sciences, language, philosophy and culture, and American history requirements if they are also on the approved list of international and cultural diversity courses and cultural discourse courses. Graduates of the program will understand the importance of life-long learning, and be prepared to learn and understand new technological developments in their field. The department of Computer Systems Engineering (CSE) offers Diplomas, Advanced Diplomas and Postgraduate Diplomas in Computer Systems Engineering. The catalog is the final word if a discrepancy appears between this degree plan and the catalog. “Algorithms, Architectures, and Test-beds for Advanced Wireless Communication Systems”, “Long-term Secure Communication without Computational Assumptions”, “Learning-Based Power and Performance Prediction for Heterogeneous System Design”, “Challenges and Opportunities in Advanced R&D at a Global Private Technology Company, “Bridging Design and Manufacturing Gap through Machine Learning and Machine-Generated Layout”, “Energy-efficient Machine Learning Systems for Cloud and Edge Computing”, “Toward Online Intrusion Tolerance & Response in Power Systems”, “Impact of the Cyber-Physical Interdependency on Cascading Failure Mitigation in the Smart Grid”. It is recognized that many students will change the sequence and number of courses taken in any semester. COSC 1301 - Introduction to Computing Hours: 3 An introduction to computers, network communications, and information systems. Texas A&M University Department of Computer Science and Engineering, College Station, TX. Applications emphasize control and decision making in engineering, finance, and computer … For more information about each talk, please check the calendar entries below. Deviations from the prescribed course sequence, however, should be made with care to ensure that prerequisites for all courses are met. Using Sensors to Reduce Fall Risk, Improve Mobility, and Monitor Sleep, Recent Advances in Tactical High Performance Computing, Quantifying multi-user computational security, Silicon Photonic Microring Resonator-Based Transceivers for Compact WDM Optical Interconnects. Overview of MS in Computer Engineering course at TAMU, i.e., Texas A&M University, College Station with upcoming application deadlines, average profile of admits, tuition fee, average salary and course duration Time: Friday 4:10 p.m. – 5:10 p.m. This focuses on designing the remote health system to function under realistic environmental, regulatory and market conditions to successfully serve the needs of all stakeholders and to be … About me: I received my Ph.D. in Computer Science from Georgia Tech in 2007, co-advised by Ling Liu (CS) and Bill Rouse (ISYE). The Department of Systems and Computer Engineering at Carleton University is a recognized world-class institution in computer systems engineering, electrical engineering, software engineering, communications engineering, and biomedical engineering.We offer a broad range of undergraduate and graduate programs in … United African University of Tanzania. Time: Friday 4:10 p.m. – 5:10 p.m. Students Registered for ECEN 681 CESG Seminar Test results will be used in selecting the appropriate starting course which may be at a higher or lower level. Entering students will be given a math placement exam. The tracks are substantially similar, each providing a broad coverage of the computer engineering discipline, but each has a slightly different emphasis. "CONGRATULATIONS!" As a result of the changing landscape in higher education, Texas A&M University now requires students to have access to an appropriate computer to complement course instruction. degrees from Stanford University: one in Computer Science in 2001 and one in Engineering-Economic Systems & Operations Research in 2000. The program strives to produce graduates who are well prepared to excel in industry, academia and government, and who will take on leadership roles in shaping the technological landscape of the future. The student is provided experience with an operating system environment, application … February 23, Friday 4:10 p.m. (WEB 236C): February 16, Friday 4:10 p.m. (WEB 236C): November 17, Friday 4:10 p.m. (WEB 236-C): November 14, Friday 2:20 p.m. (WEB 236-C): November 10, Friday 4:10 p.m. (WEB 236-C): November 3, Friday 4:10 p.m. (WEB 236-C): October 27, Friday 4:10 p.m. (WEB 236-C): October 20, Friday 4:10 p.m. (WEB 236-C): October 13, Friday 4:10 p.m. (WEB 236-C): September 29, Friday 4:10 p.m. (WEB 236-C): September 22, Friday 4:10 p.m. (WEB 236-C): September 15, Friday 4:10 p.m. (WEB 236-C): September 8, Friday 4:10 p.m. (WEB 236-C): September 1, Friday 4:10 p.m. (WEB 236-C): February 24, Friday 4:10 p.m. (WEB 236-C): February 17, Friday 4:10 p.m. (WEB 236-C): January 27, Friday 4:10 p.m. (WEB 236-C): Dec. 1, Thursday 2:30pm (WEB 236C): Simha Sethumadhavan, Columbia University. Prior to BU, he was an assistant professor in the Department of Computer and Information Systems at the University of Oregon, where he directed the Computer Architecture and Embedded Systems … Location: Zoom: https://tamu.zoom.us/j/94526994449, Organizer: Dr.Paul Gratz (pgratz@gratz1.com) BMEN, CHEN and MSEN should take CHEM 120 second semester freshman year. The program will stimulate and challenge the students with an exceptional, highly motivated faculty that shares its knowledge and excitement about Computer Engineering, well designed undergraduate and graduate curricula, research opportunities at all levels, and a first-class educational infrastructure. Ultra Video Group is leading video coding research in Finland. Moreover, we also offer Masters and Doctor of Computing degrees in CSE. engineering.tamu.edu The College of Engineering is the engineering school of Texas A&M University in College Station and is home to more than 15,000 [2] engineering students in 14 departments. To receive the full credit for this course, you must meet the following requirements: You may miss up to 3 seminars. in Computer Science and Bachelor of Science in Computer Information Systems (B.S.C.I.S). The PDF will include content on the Program Requirements tab only. All students are required to complete a high-impact experience in order to graduate. For BS-PETE, allocate 3 hours to core communications course (ENGL 210, COMM 203, COMM 205, or COMM 243) and/or 3 hours to UCC elective. : Gains and Pains of Hardware Assisted Security”, “Secure Speculative Execution in the Age of Spectre and Meltdown”, “Machine Learning for Microarchitectural Prediction”, Congestion in Large-Scale Transportation Networks: Analysis and Control Perspectives, Coding and Compressed Sensing for Unsourced Multiple Access, “Implementing Next-Generation Embedded Systems with Functional Reactive Programming and Real-Time Virtual Resources”, “Optimization and Generalization in Modern Neural Networks”, “Sparse Regression Codes: Communication via High-dimensional Linear Regression”, Hyper-Parameter tuning for ML Models: A Monte-Carlo Tree Search (MCTS) Approach, “Next Stop: 5nm. Time: Friday 4:10 p.m. – 5:10 p.m. Advisory Boards; Employment; Leadership. – Conventional and Neuromorphic Systems Leveraging Emerging Memory Technologies, Codes for Distributed Storage Systems: Design, Analysis, and Implementation, Unlocking system performance with NVMe Flash, Microfluidic Lab-on-a-Chip Systems Enabling Next-Generation High-Throughput Assays, Rethinking Competitive-Ratio: Two Case Studies, Challenges and Approaches for a Trustworthy Power Grid Cyber Infrastructure, Distributed Algorithms for Big Graph Analytics, Flash in The Enterprise : It’s Not Your Grandfather’s USB Stick, Health Data Sciences at ORNL: From Personalized Medicine to Population Health, Optical Interconnects: Technology and Challenges, Microwave superconducting circuits: understanding the parametrically flux-pumped SQUID by its electrical impedance, Scaling-Friendly VCO-Based ΔΣ ADC Design in Advanced CMOS Processes, Genomic Analysis Tools for Familial and Case-Control Sequencing Studies, Maple: Simplifying SDN Programming Using Algorithmic Policies, Catapulting beyond Moore’s Law: Using FPGAs to Accelerate Data Centers, Hardware Implementation of Cascade Support Vector Machine, Energy Cyberphysical Systems: The Lay of the Land, Ternary CAM Design for IP Routing using Floating Gate Transistors, B-Fetch: Branch Prediction Directed Prefetching for Chip-Multiprocessors, Automatic Granularity Control for Irregular Workloads on Heterogeneous Systems, Distributed Computing and Redundancy at Bloomberg LP, Use-it or Lose-it: Wearout and Lifetime in Future Chip-Multiprocessor Interconnect, Techniques for Fast Physical Design Closure, A Brief Summary of Intel’s Transistor and Interconnect Trends from 90nm Planar to 14nm FIN-FET Technology, The Capacity of Wireless Networks for Emerging Applications, Challenges and Opportunities for Analysis-based Research in Big Data, How to Build an Ecosystem for Future City Innovation: The case of Porto, Portugal, Digital Microfluidic Biochips: Towards Hardware/Software Co-Design and Cyberphysical System Integration, The Three Weight Algorithm: A Method for Large Scale Distribution, SyNAPSE: Scalable Energy-Efficient Neurosynaptic Computing, Electrical & Computer Engineering Department Webpage, Sept. 4th, Friday 10:40 a.m.: “A Full Stack Solution Mitigating Spatial and Temporal Memory Vulnerabilities”, Simon Moore, Cambridge University, Sept. 18th, Friday 10:30 a.m.: Tushar Krishna, Georgia Tech University, Sept. 25th, Friday 10:40 a.m.: Yun (Eric) Liang, Peking University, Oct. 2nd, Friday 10:40 a.m.: Johann Knechtel, NYU, Oct. 9th, Friday 10:40 a.m.: Elba Garza, Texas A&M. The group has modern infrastructure with the best commercial design tools, own HW accelerated cloud, reference GNSS-INS systems and hundreds of FPGA boards. Sept. 9, Friday 4:10pm (N/A): No seminar this week. Students in the Computer Science track often have a stronger interest in the software-related aspects of computer engineering, and students in the Electrical Engineering track often are more focused on the hardware-related aspects of the field. The list of possible high-impact experiences is available in the CSCE advising office. February 21, Friday 4:10 p.m. (ETB 1037): March 20, Friday 4:10 p.m. (ETB 1037): Yiran Chen, Duke University, April 17, Friday 4:10 p.m. (ETB 1037): Chia-Che Tsai, Dept of CSE, Texas A&M University, September 6, Friday 4:10 p.m. (ETB 1020): There is no scheduled CESG Seminar due to the “, September 13, Friday 4:10 p.m. (ETB 1020): “, September 20, Friday 4:10 p.m. (ETB 1020): “, September 27, Friday 4:10 p.m. (ETB 1020): “, November 8, Friday 4:10 p.m. (ETB 1020):”, November 15, Friday 4:10 p.m. (ETB 1020):”. The Department of Computer Science and Engineering prepares our students to become computing experts who are equipped to address the many and varying challenges that they will encounter in their careers. Prototyping Medium Access Control Protocols for Wireless Networks, Exo-Core — Software-Defined Hardware-Security, Improving Cyber Security through Cyber Insurance and Data Analytics, Making Wi-Fi Work in Multi-Hop Topologies: Automatic Negotiation and Allocation of Airtime, Leaping Over the Memory Wall with Data Prefetching and Cache Replacement, Hardware Trojans Begone: Inspiring Trust in Outsourced IC Fabrication, Cyberethics and Cyberpolitics:  Ethical and Social Issues, Virtual Human Teleportation via UAV-IoT AR/VR Immersive Communication, GENI Wireless Testbed: An open ecosystem for wireless communications research, Is Wearable Technology the Future for Improving Health? Texas A&M University Department of Electrical and Computer Engineering Texas A&M University 301 Wisenbaker Engineering Building College Station, TX 77843-3128 Phone: 979-845-7441 Students pursuing degrees in biological and agricultural engineering should refer to the specific curriculum for this major. - from all the faculty and staff at Computer … [Read More...], Congratulations to Dr. I-Hong Hou and former CESG PhD students Ping-Chun … [Read More...], Dr. Michel A. Kinsy is our new Associate Professor of Electrical … [Read More...]. Of the 21 hours shown as University Core Curriculum electives, 3 must be from creative arts, 3 from social and behavioral sciences (see IDIS curriculum for more information), 3 from language, philosophy and culture (see CVEN, EVEN and PETE curriculum for more information), 6 from American history and 6 from government/political science. The Department of Computer Science offers two undergraduate programs, Bachelor of Science (B.S.) Computer engineers apply their knowledge to the design of digital circuits and software in various areas, including cell phones, computers, … … Fall. Time: Friday 10:40-11:30a Bachelor of Science in Computer Engineering and Information Technology . Organizer: Dr.Paul Gratz (pgratz@gratz1.com) But What’s Next for Power Signoff?”, “Programmable Hardware Monitors for Software Security”, “Acceleration at the Speed of System Memory”, “Robust Learning of Classifiers under Label Noise”, “Decentralized control over Unreliable Communication Links”, “Effects of Risk-Aversion and Diversity of User Preferences on Selfish Routing”, “On Generalization Bounds for Learning from Batch and Streaming Data”, “Impact of Reaction Delays on the Design of Longitudinal Controllers for Autonomous Vehicles”, “Acoustic-Based Motion Tracking and its Applications”, “Two Part Seminar: Coded Compressed Sensing for Unsourced Multiple Access (Vamsi Amalladinne) and QFlow: A Reinforcement Learning approach to High QoE Video Streaming at the Wireless Edge (Rajarshi Bhattacharyya)”, “Hashing Algorithms for Extreme Scale Machine Learning”, “The Value of Intellectual Property for Inventors”, ” Consensus Taxonomy in the Blockchain Era”, “Approximate Computing: A New Dimension for Hardware Design Trade-off”, “Big Data Analysis and Cross-Layer Optimization for Communication, Caching and Computing (C^3) Networks”, “Accurate Learning or Fast Mixing? Before that, I earned two M.S. Max undergraduate hours (8 hours / 2 … BMEN, CHEN and MSEN require 8 hours of freshman chemistry, which may be satisfied by CHEM 119 or CHEM 107/CHEM 117 and CHEM 120; Credit by Examination (CBE) for CHEM 119 plus CHEM 120; or 8 hours of CBE for CHEM 119 and CHEM 120. Location: WEB 236C, Organizer: Dr. Paul V. Gratz (pgratz@gratz1.com). The mission of the Computer Engineering program is to provide students with an education that ensures an excellent understanding of hardware and software systems and the necessary system design and development skills, and that fosters professional curiosity and imagination that drives them throughout their career. According to a 2009 report by the American Society for Engineering Education, the college is 2nd in the nation in … Graduates of the program will have the necessary knowledge, both in breadth and depth, to pursue the practice, or advanced study, of Computer Engineering. Transfer hours allowed from another institution (6) Transfer hours must be from a peer institution The Computer Science track of the Computer Engineering degree provides students the freedom to enhance their knowledge in the broad range of topics comprising Computer Engineering: computer networks, computer architecture, artificial intelligence, computer graphics, robotics, cybersecurity, computer languages, microcomputers, VLSI, and large-scale hardware and software systems. The curriculum is designed to cover the engineering aspects of both hardware and software—a total computer systems perspective. About Texas A&M at Qatar. All computer engineering students take courses in the following areas: electrical circuits, electronics, digital circuits, computer architecture ranging from microcomputers to mainframes, interfacing, … Introduction to methods for the analysis and design of intelligent engineering systems. Computer engineering has four research groups. November 16, Friday 4:10 p.m. (ETB 1020): November 30, Friday 4:10 p.m. (ETB 1020): December 12, Wednesday 11:10 a.m. (WEB 333, Fishbowl): “Deconstructing the Blockchain to Approach Physical Limits”, Dr, Sreeram Kannan, University of Washington, December 12, Wednesday 4:30 p.m. (WEB 236C): “Interface between Machine Learning and Information Theory”, Dr, Sreeram Kannan, University of Washington. CHEM 120 will substitute for CHEM 107/CHEM 117. Oct. 23rd, Friday 10:40 a.m.: Wei Li, Intel Corp. January 31, Friday 4:10 p.m. (ETB 1037):”, February 5, Wednesday 11:00 a.m.  (WEB 236C): “. Students choose one of seven focus areas within the department, including 1) Analog and Mixed Signal, 2) Biomedical Imaging, Sensing and Genomic Signal Processing, 3) Device Science and Nanotechnology, 4) Energy and Power, 5) Electromagnetics and Microwaves, 6) Information Science and Systems, and 7) Computer Engineering … Topics include reinforcement learning, optimal estimation, Bayesian networks, expert systems, neural networks, and genetic algorithms. Computer Engineering Students in computer engineering receive a balanced view of hardware, software, hardware-software tradeoffs, analysis, design and implementation techniques. Although students are required to select a track immediately upon entering the Computer Engineering program, it is usually possible to change tracks as late as the junior year. There are no upcoming events at this time. Evolution or Revolution? How Much Time, Energy, and Power Does an Algorithm Need? 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