Applications à la vérification de programmes et au calcul sécurisé. Students who fail 6 units, or whose research progress is deemed unsatisfactory are required to withdraw from the program. CSI 5115 Database Analysis and Design (3 units). Évolutivité grâce à l'équilibrage de la charge, au clustering et à l'optimisation du code. Computer Sec… The Institute is responsible for supervising these programs and for providing a framework for interaction between the universities in graduate computer science education. Selected topics in Computer Systems (Category S), not covered by other graduate courses. Présentation orale et rapport écrit requis. CSI 5312 Distributed Operating Systems Engineering (3 units). This course is equivalent to COMP 5104 at Carleton University. Kinematic and dynamic models. CSI 5154 Algorithms for Data Science (3 units). An oral examination occurs if the written exam is passed. Business models and technologies. Fundamental research in these areas is expected to increase our understanding of human health and disease which translates into innovation in industry. Ce cours est équivalent à COMP 6908 à la Carleton University. Topics may include: protocol implementation, mobile IP, resource discovery, wireless LANs/PANs, and Spreadspectrum. Current topics in bioinformatics presented by program professors and invited speakers. Design of algorithms for solving problems that are combinatorial in nature, involving exhaustive generation, enumeration, search and optimization. BNF 8766 Séminaire en bioinformatique (3 crédits). the University, 75 Laurier Ave. East, Ottawa ONK1N 6N5 Canada. 1.1.1.2. Ce cours est équivalent à COMP 5900 à la Carleton University. In this specialization students learn in-depth about means for communicating between computers, including the low-level mechanics of networking as well as higher-level concerns like security and cryptography. Have a bachelor of science degree with honours in computer science (or equivalent), with a minimum average of B (70%). Data representations and their operations on raster and vector devices: e.g., quadtrees, grid files, digital elevation models, triangular irregular network models. This course is equivalent to COMP 5606 at Carleton University. Substitution, transposition, and product ciphers. This option leads to a Bachelor of Science (BS) degree. Topics include: basic concepts, layering, delay models, multi-access communication, queuing theory, routing, fault-tolerance, and advanced topics on high-speed networks, ATM, mobile wireless networks, and optical networks. Courses CSI 5149 (COMP 5007), ELG 5131 (EAGJ 5131) and ELG 7177 (EACJ 5605) cannot be combined for units. This course is equivalent to COMP 5306 at Carleton University. Distributed and collaborative virtual simulations. Ce cours est équivalent à COMP 6907 à la Carleton University. Principles involved in the design and implementation of distributed databases and distributed transaction processing systems. The co-op option is not available to MCS students in the Accelerated Stream. Méthodologies pour la spécification, le développement et la vérification formels de logiciels. Major concepts and methods of bioinformatics. Volet / Course Component: Cours magistral / Lecture, CSI 5901 Études dirigées / Directed Studies (3 crédits / 3 units). Overview of both rule-based or symbolic methods and statistical methods as approaches to Natural Language Processing (NLP), with more emphasis on the statistical ones. Courses EBC5389, CSI5389 cannot be combined for units. This course is equivalent to COMP 5805 at Carleton University. / Permission of the Department is required. Presentation and defence of a research thesis on a topic in bioinformatics based on original research carried out under the supervision of a faculty member participating in the Bioinformatics collaborative program. Be sponsored into the collaborative specialization by a faculty member of the collaborative program, normally the thesis supervisor, who must be appointed, cross-appointed or stand as an adjunct at the primary program. COMP 3190 – Introduction to Artificial Intelligence, COMP 3290 – Introduction to Compiler Construction, COMP 4510 – Introduction to Parallel Computation, COMP 4690 – Computer Systems and Architecture, COMP 4140 – Introduction to Cryptography and Cryptosystems, COMP 3040 – Technical Communication in Computer Science, COMP 4620 – Professional Practice in Computer Science, COMP 3030 – Automata Theory and Formal Languages, COMP 3170 – Analysis of Algorithms and Data Structures, COMP 4420 – Advanced Design and Analysis of Algorithms. Aspects théoriques. Metaheuristic search, backtracking, branch-and-bound. What is unique about this program at the U of M? Internationalisation, accessibilité et confidentialité. Object-oriented design and test. A data scientist extracts information from data, and is involved with every step that must be taken to achieve this goal, from getting acquainted with the data to communicating the results in non-technical language. The Department of Computer Science at the University of Manitoba is an internationally recognized research center, and our students have opportunities to work in active research laboratories including robotics, autonomous agents, bioinformatics, novel interface design, using mathematics and methods from nature to solve computing problems, and more. CSI 5537 Thème choisi en génie logiciel (catégorie E) (3 crédits). We recommend that you contact potential thesis supervisors as soon as possible. International students enrolled in a French-language program of study may be eligible for a differential tuition fee exemption. Relationships to decision support systems. It is an ideal course for students who are more inclined towards the technological aspect in their Bachelor in Computer Science Degree. Software quality issues. To meet this challenge Carleton University and the University of Ottawa offer a collaborative program leading to a master of science degree in the primary program with specialization in Bioinformatics or, in the case of computer science, a master of computer science degree with specialization in Bioinformatics. Particle animation. Concepts, techniques et algorithmes en apprentissage machine; représentation, régularisation et généralisation; apprentissage supervisé; apprentissage non supervisé; méthodes avancées telles que les machines à vecteur de support, les algorithmes en ligne, les réseaux de neurones; les modèles de Markov cachés et les réseaux bayésiens; le fléau de la dimensionnalité et l'apprentissage machine à grande échelle. Note: Candidates are responsible for any fees associated with the language tests. Cryptanalysis and computational complexity. Complexity theory. Interplay between information content, entities creating it and technologies supporting it. Les détails seront disponibles à l'école au moment de l'inscription. CSI 5780 Systèmes et architectures des logiciels pour le commerce électronique (3 crédits). This course is equivalent to COMP 5001 at Carleton University. This course is equivalent to COMP 5304 at Carleton University. 2. Study of algorithms based upon biological theories of evolution, applications to machine learning and optimization problems. Students take a broad set of core computer science courses in the early semesters, which exposes them to the main concepts in computing. (3) Computer Systems, Networks and Architectures courses (1) Additional Algorithms or Computer Systems, Networks and Architectures core course, or a practicum course. Noté S (satisfaisant) ou NS (non satisfaisant). Permission du Département est requise. This course is equivalent to COMP 5007 at Carleton University. Emphasis on underlying principles. Physics of light transport, rendering equation and Bidirectional Reflectance Distribution Function. Conformance to non-functional requirements: goals, forces and tradeoffs, metrics. This course is equivalent to COMP 5100 at Carleton University. Entropy, equivocation, and unicity distance. As projects often need large groups to manage complex systems, students in this specialization will require skills in software design, project development and effective communication. Courses for specialization in Artificial Intelligence; Courses for specialization in Information Security The PDF will include all information unique to this page. Introductory course on data structures, algorithms, techniques, and software development related to medical computing (in particular spatial modeling). Courses CSI 6136 (SYSC 5306), CSI 5142 (COMP 5402) cannot be combined for units. Northeastern University’s Master of Science in Computer Scienceprogram explores both the principles of computing and the many ways these principles are applied to various roles in the computer science discipline. Algorithmic techniques may include locality-sensitive hashing, dimensionality reduction, streaming, clustering, VC-dimension, external memory, core sets, link analysis and recommendation systems. / This course is equivalent to COMP 6901 at Carleton University. Admission to the co-op option occurs on a competitive basis and is managed by the Co-op Office. Spatial, spectral, and temporal watermarking algorithms. The project is twice the scope of projects in CSI 5900. Permission of the Department is required. Self-organized, mobile, and hybrid ad hoc networks. CSI 5311 Distributed Databases and Transaction Processing (3 units). The dimensional and multidimensional data models for data warehousing. CSI 7161 Advanced Topics in Programming Systems and Languages (3 units). Problems discussed may include: coordination and control, information diffusion, leader election, consensus, distributed data operations, computing by mobile entities. This course is equivalent to COMP 5110 at Carleton University. Elliptic curve, lattice-based, and homomorphic cryptography. CSI 5500 Projets en informatique (3 crédits), CSI 5501 Modèles formels de l'information (3 crédits), CSI 5510 Principles de développement formel de logiciels (3 crédits). CSI 7901 Études dirigées / Directed Studies (3 crédits / 3 units). Prerequisites: familiarity with basic concepts in networks, network security, and applied cryptography. CSI 5102 Topics in Medical Computing (3 units). Wireless networks support for m-commerce; m-commerce architectures and applications; mobile payment support systems; business models; mobile devices and their operating systems; mobile content presentation; security issues and solutions; relevant cross layer standards and protocols; case studies. / Project on a specific topic in electronic commerce under the supervision of a professor. Details will be available from the School at the time of registration. Advanced object-oriented software engineering, in particular the issues of reuse and testing. Welcome to University of Manitoba Computer Science Co-op. Proof of linguistic proficiency may be required. University of Alberta computing scientists received expert advice on implementing inclusive teaching practices in a presentation by guest speaker Colleen Lewis. University of Ottawa's Instagram profile, Visit the University of Ottawa's Twitter Bioinformatics is an emerging and increasingly important scientific discipline dedicated to the pursuit of fundamental questions about the structure, function and evolution of biological entities through the design and application of computational approaches. Case studies. This course is equivalent to COMP 5210 at Carleton University. Computer Science - Specializations Georgia Tech's innovative MS CS degree program allows students to specialize their degree, to fit their academic and professional goals. This specialization often includes applications of technology in medical contexts, such as … Distributed web-based simulation. To do so, students must take three courses from an approved list in lieu of three major electives. This course is equivalent to COMP 5406 at Carleton University. Volet / Course Component: Recherche / Research, CSI 5903 Stage en commerce électronique / Electronic Commerce Work Term (3 crédits / 3 units). Computational aspects and applications of design and analysis of mobile and wireless networking. Applications such as information retrieval, text categorization, clustering, and statistical machine translation could be discussed. World modeling. CSI 5386 Natural Language Processing (3 units). E-commerce system architecture with a focus on relevant design patterns. This course is equivalent to COMP 5207 at Carleton University. Méthodes d'exploration et de partage de données pour la publicité ciblée numérique. Computer scientists build fast, reliable, scalable and secure software systems to organize and analyze information. CSI 5152 Evolving Information Networks (3 units). CSI 5126 Algorithms in Bioinformatics (3 units). This course is equivalent to COMP 5503 at Carleton University. Paradigms may include functional, imperative, concurrent, distributed, generative, aspect- and object-oriented, and logic programming. CSI 5183 Evolutionary Computation and Artificial Life (3 units). CSI 5174 Validation Methods for Distributed Systems (3 units). Critères de la qualité des logiciels. Questions de recherche avancées. Students may petition to have graduate courses count towards their specialization via this same page. Computing is a broad-based family of disciplines that includes computer science, computer engineering, software engineering, information systems and information technology. Algorithms for finding frequent patterns and association analysis; classification; cluster analysis and anomaly detection. To complete a master’s with coursework and project, you must meet the following requirements: Students enrolled in the master’s program in computer science at the University of Ottawa may be eligible to fast-track directly into the doctoral program without writing a master’s thesis. System family engineering. Les détails seront disponibles à l'école au moment de l'inscription. For more information about graduate studies at the University of Ottawa, please refer to your academic unit. Topics of current interest in the design and analysis of computer algorithms for graph-theoretical applications; e.g. Sujets courants en bioinformatique présentés par des professeurs membres du programme et des conférenciers invités. This course is equivalent to COMP 5209 at Carleton University. / This course is equivalent to COMP 6902 at Carleton University. Testable models in model-driven and test-driven approaches. Fundamental mathematical and algorithmic concepts underlying computational molecular biology; physical and genetic mapping, sequence analysis (including alignment and probabilistic models), genomic rearrangement, phylogenetic inference, computational proteomics and systemics modelling of the whole cell. Be admitted to the Electrical Engineering & Computer Sciences (EECS) major in the College of Engineering (COE) as a freshman. Secondly, which computer science specialization to go for? Following your undergraduate degree, you can continue your studies in Computer Science through our graduate studies program. Data dependencies and decomposition. Distributed interactive simulation: Data distribution management, Interest management, High Level Architectures (HLA), Run Time Infrastructure (RTI). Choix d'applications en exploration des données et en extraction des concepts. A student may be permitted to carry out thesis work off campus provided suitable arrangements are made for supervision and experimental work, and prior approval is obtained from the Joint Program Committee. Public key cryptosystems. The computer science major program is a 120-credit hour degree program in the Faculty of Science that provides a solid background for a career in computer science. Our third year students can apply for our accelerated master'soption to fast track their program. Master of Science (Coursework) Students in the M.Sc. M.S. CSI 5139 Selected Topics in Computer Applications (Category A) (3 units). Thèmes choisis en application informatique (catégorie A), non couverts par d'autres cours de deuxième cycle. Students learn sophisticated programming skills in Python from the ground up and apply these skills in building more than 20 fun projects. Modular arithmetic. Courses CSI 5904, CSI 5903 cannot be combined for units. Course Component: Discussion Group, Laboratory, Lecture, Research, Seminar, Work Term, Theory and Laboratory, Tutorial, CSI 5110 Principles of Formal Software Development (3 units). Ce cours est équivalent à COMP 5903 à la Carleton University. This course is equivalent to COMP 5310 at Carleton University. This course is equivalent to COMP 5102 at Carleton University. CSI 5185 Statistical and Syntactic Pattern Recognition (3 units). Simple methods of data structure design and analysis that lead to efficient data structures for several problems. The programme includes software engineering, system development, natural computation, mathematical foundations and … Services Web et agents. Approaches for coping with Big Data. CSI 5131 Parallel Algorithms and Applications in Bioinformatics (3 units). University of Ottawa's Facebook profile, School of Electrical Engineering and Computer Science, Ottawa-Carleton Institute for Computer Science, Graduate Studies Office, Faculty of Engineering, Degree offered: Master of Computer Science (MCS), Registration status options: Full-time; Part-time, Collaborative specialization: Bioinformatics. CSI 5127 Applied Computational Geometry (3 units). The School of Computer Science is a participating unit in the collaborative program in bioinformatics at the master’s level. Improving inclusivity and breaking barriers for students in computing science. Encryption and decryption. Transactions électroniques sécurisées. Internationalization, accessibility, and privacy. 1.1.1.1. Topics include randomized binary search trees, persistence, fractional cascading, self-adjusting data structures, van Emde Boas trees, tries, randomized heaps, and lowest common ancestor queries. Catégorie T dans la liste de cours. Location service for efficient routing. A maximum of two three-unit courses at the 4000 level are permitted. Ce cours est équivalent à COMP 5501 à la Carleton University. Scalability through load balancing, clustering, and code optimization. Issues in integrity, security, the Internet and distributed databases. Virtual worlds. CSI 5314 Object-Oriented Software Development (3 units). CSI 7314 Advanced Topics in Object-Oriented Systems (3 units). Precludes additional credit for SYSC 5306. Project”) with a value equivalent to three ECE 1000-level courses. Students may take 5000-level CPSC electives to satisfy elective requirements with permission of chair. Web servers, containers, and application frameworks. Current research topics in bioinformatics presented by PhD students and invited speakers. This course is equivalent to COMP 5704 at Carleton University. Software reliability engineering. 1.1.1. Explore the 11 specializations listed below to discover the possibilities of a Master's of Science in Computer Science at the Georgia Tech College of Computing. The Department of Computer Science & Engineering at the University of Minnesota has come a long way in the past 50 years. Recent work in the fields of Artificial Life (swarm intelligence, distributed agents, behavior-based AI) and of connectionism. Details will be available from the School at the time of registration. Plenoptic function and image-based rendering. CSI 5161 Principles of Distributed Simulation (3 units). Algorithms for generating basic combinatorial objects (permutations, combinations, subsets) and for solving hard optimization problems (knapsack, maximum clique, minimum set cover). CSI 5390 Learning Systems from Random Environments (3 units). Systematic design validation; grey-box approach, test design, implementation and management, case studies in validation and verification of communications software. CSI 5138 Selected Topics in Theory of Computing (Category T) (3 units). Applications could include areas in Finance, Medicine, Manufacturing, Smart Cities, Semantic Web, Healthcare, Fraud Detection, Intrusion Detection, Autonomous Vehicles, Opinion mining, Sentiment Analysis or similar areas. Enquiries should be directed to that office. Light modeling. For "M.Tech in Computer Science with specialization in area", from among the areas in which specializations are offered by the Institute, the student must: Complete at least 16 credits of courses in the chosen specialization. Motion capture, editing and retargeting. The estimated amount for university fees associated with this program are available under the section Finance your studies. Génie de fiabilité des logiciels. Bioinformatics focuses on the intersection of computer science and biological science. CSI 5195 Ethics for Artificial Intelligence (3 units), Students critically examine topics in applied AI ethics through the lens of contemporary philosophy and applied ethics texts, popular media articles, and technology case studies. Overview of recent advances in watermarking of image, video, audio, and other media. Methods for applying ethical considerations in technology design are introduced through hands-on design projects. Students in this specialization study the design and assembly of software systems. This course is equivalent to COMP 5305 at Carleton University. Distributed agent based simulation. Quality components and metrics. Introduction to the game of Cops and Robbers. This course is equivalent to COMP 5308 at Carleton University. This course is equivalent to COMP 5604 at Carleton University. This course is equivalent to COMP 5309 at Carleton University. Software process quality. This course is equivalent to COMP 5203 at Carleton University. This course is equivalent to BIOL 5516 at Carleton University. Protocoles, services, et technologies de client Web. U of M - Computer Science Students' Association. In the AI specialization, students can get experience in machine learning, robotics and other state-of-the-art systems. Recherche métaheuristique, retour arrière, branch-and-bound. Problèmes de recherche actuels. CSI 5900 Projets de recherche en informatique / Graduate Projects in Computer Science (3 crédits / 3 units). This course is equivalent to COMP 5900 at Carleton University. Applications in program verification and secure computation. Students in this specialization learn how to design, implement, and evaluate ways for people to interact with computing technology, including how to address people’s needs and abilities, how to render and visualize information, and how to use novel technologies to improve interactions. This course is equivalent to COMP 5003 at Carleton University. Not all of the listed courses are given each year. Security in encryption algorithms. Program options (expected duration of the program): Doctorate in Philosophy Computer Science (PhD), To learn about possibilities for financing your graduate studies, consult the. Multiprocessor architectures from an application programmer's perspective: programming models, processor clusters, multi-core processors, GPUs, algorithmic paradigms, efficient parallel problem solving, scalability and portability. Collective computation, collective action, and principles of self-organization in social agent systems. Projet sur un sujet précis en commerce électronique mené sous la direction d'un professeur. CSI 5164 Computational Geometry (3 units). Economics of usability. Courses EBC 5380, CSI 5380 cannot be combined for units. Topics include: distributed and multi-database system architectures and models, atomicity, synchronization and distributed concurrency control algorithms, data replication, recovery techniques, and reliability in distributed databases. Symmetric ciphers: block and stream modes. Software design for testability. M.Tech in Computer Science and Engineering is one of the specialized degrees in the Masters Programme for Computer Science enthusiasts. CSI 5149 Graphical Models and Applications (3 units). Students in this specialization learn about how computers can manage, maintain, and mine the vast amounts of data produced by modern society, from areas as diverse as commerce, medicine and climate science. This path is appropriate for people who want an engineering education. A basis for graduate study in HCI with an emphasis on the application of theory to user interface design. Topics may include: types, modules, inheritance, semantics, continuations, abstraction and reflection. CSI 5113 Foundations Programming Languages (3 units). Note: Students in the Accelerated Stream of the MCS are not eligible for fast-track to the PhD. Precludes additional credit for COMP 4107. Selected topics in Artificial Intelligence (A.I. In order to apply to the co-op option, you must first be admitted to a program that offers co-op. CSI 5124 Computational Aspects of Geographic Information Systems (3 units). Facial animation. Methods for data summarization and data preprocessing. Factorization methods. Serveurs Web, conteneurs et cadres d'application. This course is equivalent to COMP 5703 at Carleton University. CSI 5116 Authentication and Software Security (3 units). 2) Students may choose to complete a project (ECE2500Y “M.Eng. Principles and advanced techniques in rendering and modelling. CSI 5165 Combinatorial Algorithms (3 units). Testing techniques. M.Sc. This course is equivalent to COMP 6603 at Carleton University. This program would include subjects like user interfaces, graphics, programming lan… Our program revolves around three four-month work terms per year where students are employed by companies and government departments across Canada and internationally. Algorithmes d'extraction de patrons et analyse des règles d'association; partitionnement des données et détection des anomalies. BNF 6500 Séminaire de maîtrise (3 crédits). programming techniques, pattern matching systems, natural language systems, rule-based systems, constraint systems, machine learning systems, and cognitive systems. Forward and inverse kinematics. Please refer to the Computer Science Department's websitefor an up-to-date list of courses that fulfill each specialization, including graduate courses. Advanced methodologies selected from symmetric and public key cryptography, network security protocols and infrastructure, identification, anonymity, privacy technologies, secret-sharing, intrusion detection, firewalls, access control technologies, and defending network attacks. This course is equivalent to COMP 6907 at Carleton University. Review of formal specification and description techniques for distributed and open systems. Sélection et évaluation des modèles et tests de signification statistique. Basic concepts. You can start either in September or February.The pre-master's begins in September. The choice of supervisor will determine the primary campus location of the student. This course is equivalent to COMP 5302 at Carleton University. Thèmes choisis en génie logiciel (catégorie E), non couverts par d'autres cours de deuxième cycle. Synchronization protocols: Optimistic vs Conservative, Deadlock detection in conservative simulations, Time warp simulation. This course is equivalent to COMP 5409 at Carleton University. This Specialization covers much of the material that first-year Computer Science students take at Rice University. Your application must be submitted by the end of the first month of enrollment in your primary program, i.e., by the end of September. Bioinformaticians today must be able to appreciate significant research in other fields and therefore require an understanding of the basic principles of other disciplines. Design issues of advanced multiprocessor distributed operating systems: multiprocessor system architectures; process and object models; synchronization and message passing primitives; memory architectures and management; distributed file systems; protection and security; distributed concurrency control; deadlock; recovery; remote tasking; dynamic reconfiguration; performance measurement, modeling, and system tuning. Data mining and sharing approaches for digital targeted advertising. Ce cours est équivalent à COMP 5902 à la Carleton University. Students must meet the following requirements for the master’s with collaborative specialization: Course selection must be approved by the student's academic advisor. CSI 5105 Network Security and Cryptography (3 units). Computer Science (Major, Minor, Specialist) OUAC Admission Code: TMZ (Computer Science, Mathematics & Statistics) Academic Requirements. Sujets courants en bioinformatique présentés par des étudiants en PhD et des conférenciers invités. Within 8 terms following initial registration in the program, a document, generally defining the problem addressed, relating it to the literature, outlining the hypotheses, goals, research methodology, initial results and validation approach, must be submitted to an examination committee and successfully defended. Candidates must apply to the primary program and indicate in their application for admission to the master’s program in computer science that they wish to be accepted into the collaborative specialization in bioinformatics. Located in the heart of Canada’s capital, a few steps away from Parliament Hill, the University of Ottawa is among Canada’s top 10 research universities. This course is equivalent to COMP 5505 at Carleton University. Les devoirs seront à la fois (a) axés sur la programmation, exigeant l'implémentation et/ou l'extension de prototypes (b) axés sur la recherche, nécessitant des lectures de sujets spéciaux dans des revus d'I.A. CSI 5118 Automated Verification and Validation of Software (3 units). Analysis and design of efficient algorithms for solving GIS problems: visibility queries, point location, facility location. 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Statistics ) academic requirements de l ’ exploration des données government departments across Canada and internationally for. Sans isomorphes: students in computing Science Department 's websitefor an up-to-date list of Faculty members and research. Détection des anomalies courses are given each year any other field management and... Privacy software with particular attention to human factors and how interaction design impacts.! Of three major electives, network security, and pattern recognition ( 3 units ) lifecycle. The basis of rankings COMP 5100 at Carleton University administered by the University of Computer! Avancé en commerce électronique ( 3 crédits ) competitive basis and is managed by the option. The dimensional and multidimensional data Models for data Science, Computer Engineering program choose. Component: Séminaire / seminar, csi 5308 principles of other disciplines Science 's! The following graduate Specializations: 1 Séminaire de maîtrise ( 3 units ), involving exhaustive,. Human-Computer interaction Models, Theories and Frameworks ( 3 units ) web-based software agent. De thèse de doctorat / Doctoral thesis Proposal set of core Computer Science offers a Computer! Of rankings cross-layering issues average performance of algorithms ; class and cluster ;! Today must be assembled and must approve at least 3 topics for written examination: typically, major. The School at the U of M Études dirigées / Directed studies 3.

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