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Information Systems Engineering

Whiting School of Engineering

Catalogue Home

  • Explore our Programs
  • University-​wide Policies and Information
    • Academic Policies and Information
      • Academic Calendar
      • Academic Integrity Policies
      • Animal Care and Use Program
      • Credit Hour Policy
      • FERPA
      • PHD Specific Policies
      • Transcripts and Enrollment Verifications
    • Admission and Aid
      • Tuition and Fees
        • Financial Aid
    • Higher Education Act Disclosures
      • General Institutional Information
      • Health and Safety Information
      • Student Financial Assistance Information
    • Office of Institutional Equity
      • Discrimination and Harassment Policy and Procedures
      • Equal Opportunity and Title IX Notice
      • Sexual Misconduct
    • Rights, Privileges, and Responsibilities
      • Academic Grievance Policy: Students and Postdoctoral Fellows
      • New Child Accommodations for Full-​Time Graduate Students and Postdoctoral Trainees
      • Personal Relationships Policy
      • Photography and Film Rights Policy
      • Student Conduct Code
      • Student Disability Services (SDS)
      • Student Health
    • Veterans Affairs
  • Bloomberg School of Public Health
    • Academic Calendar
    • Admission
    • CEPH Requirements
    • Departments
      • Department of Biochemistry and Molecular Biology
        • Biochemistry and Molecular Biology, MHS
        • Biochemistry and Molecular Biology, ScM
        • Biochemistry and Molecular Biology, PhD
        • Non-​Degree Training
      • Department of Biostatistics
        • Biostatistics, MHS
        • Biostatistics, ScM
        • Biostatistics, PhD
      • Department of Environmental Health and Engineering
        • Environmental Health, MHS
        • Environmental Health, SCM
        • Toxicology for Human Risk Assessment, MS
        • Environmental Health, PhD
        • Non-​Degree Training
      • Department of Epidemiology
        • Epidemiology, MHS
        • Epidemiology, ScM
        • Epidemiology, PhD
        • Non-​Degree Training
      • Department of Health, Behavior and Society
        • Social Factors in Health, MHS
        • Health Education and Health Communication, MSPH
        • Genetic Counseling, ScM
        • Health, Behavior and Society, PhD
        • Non-​Degree Training
      • Department of Health Policy and Management
        • Health Administration, MHA
        • Health Policy, MSPH
        • Health Economics and Outcomes Research, MHS
        • Health Policy and Management, PhD
        • Health Policy and Management, DrPH (Tsinghua)
        • Non-​Degree Training
      • Department of International Health
        • Global Health Economics, MHS
        • International Health, MSPH
        • International Health, MSPH, Human Nutrition-​Dietitian
        • International Health, MA/​MSPH
        • International Health, PhD
        • Non-​Degree Training
      • Department of Mental Health
        • Mental Health, MHS
        • Mental Health, PhD
        • Non-​Degree Training
      • Department of Molecular Microbiology &​ Immunology
        • Molecular Microbiology &​ Immunology, MHS
        • Molecular Microbiology &​ Immunology, ScM
        • Molecular Microbiology &​ Immunology, PhD
        • Non-​Degree Training
      • Department of Population, Family and Reproductive Health
        • Population, Family and Reproductive Health, MHS
        • Population, Family and Reproductive Health, MHS Online
        • Population, Family and Reproductive Health, MSPH
        • Population, Family and Reproductive Health, PhD
      • Doctor of Public Health (DrPH)
      • Graduate Training Programs in Clinical Investigation
        • Graduate Training Programs in Clinical Investigation, MHS
        • Graduate Training Programs in Clinical Investigation, PhD
      • Master of Arts in Public Health Biology
      • Master of Bioethics
      • Master of Public Health Program
        • DNP/​MPH
        • DVM/​MPH
        • JD/​MPH
        • LLM/​MPH
        • MBA/​MPH with China Europe International Business School
        • MD/​MPH
        • MPH/​MBA
        • MSW/​MPH
      • Online Programs for Applied Learning (OPAL)
        • Master of Applied Science in Community-​Based Primary Health Care Programs in Global Health
        • Master of Applied Science in Global Health Planning and Management
        • Master of Applied Science in Humanitarian Health
        • Master of Applied Science in Patient Safety and Healthcare Quality
        • Master of Applied Science in Population Health Management
        • Master of Applied Science in Spatial Analysis for Public Health
      • Residency Programs
        • General Preventive Medicine Residency Program
        • Occupational and Environmental Medicine Residency
    • Certificates
      • Adolescent Health, Certificate
      • Bioethics, Certificate
      • Climate and Health, Certificate
      • Clinical Trials, Certificate
      • Community-​Based Public Health, Certificate
      • Demographic Methods, Certificate
      • Environmental and Occupational Health, Certificate
      • Epidemiology for Public Health Professionals, Certificate
      • Evaluation: International Health Programs, Certificate
      • Food Systems, the Environment &​ Public Health, Certificate
      • Gender and Health, Certificate
      • Gerontology, Certificate
      • Global Health, Certificate
      • Global Health Practice, Certificate
      • Global Tobacco Control, Certificate
      • Health and Human Rights, Certificate
      • Health Communication, Certificate
      • Health Disparities and Health Inequality, Certificate
      • Health Education, Certificate
      • Health Finance and Management, Certificate
      • Healthcare Epidemiology and Infection Prevention and Control, Certificate
      • Humane Sciences and Toxicology Policy, Certificate
      • Humanitarian Health, Certificate
      • Injury and Violence Prevention, Certificate
      • International Healthcare Management and Leadership, Certificate
      • Leadership for Public Health and Healthcare, Certificate
      • Lesbian, Gay, Bisexual, Transgender, and Queer (LGBTQ) Public Health, Certificate
      • Maternal and Child Health, Certificate
      • Mental Health Policy, Economics and Services, Certificate
      • Pharmacoepidemiology and Drug Safety, Certificate
      • Population and Health, Certificate
      • Population Health Management, Certificate
      • Product Stewardship for Sustainability, Certificate
      • Public Health Advocacy, Certificate
      • Public Health Economics, Certificate
      • Public Health Informatics, Certificate
      • Public Health Practice, Certificate
      • Public Health Preparedness, Certificate
      • Public Health Training Certificate for American Indian Health Professionals
      • Public Mental Health Research, Certificate
      • Quality, Patient Safety, and Outcomes Research, Certificate
      • Quantitative Methods in Public Health, Certificate
      • Rigor, Reproducibility and Responsibility in Scientific Practice, Certificate
      • Risk Sciences and Public Policy, Certificate
      • Spatial Analysis for Public Health, Certificate
      • Training Certificate in Public Health
      • Tropical Medicine, Certificate
      • Vaccine Science and Policy, Certificate
    • Policies
      • Academic
        • Academic Ethics Code
        • Academic Leave of Absence
        • Compliance Line
        • Grade Appeal Policy
        • Grading System
        • Graduation Policy
        • Interdivisional Registration
        • Involuntary Leave of Absence
        • Multi-​Term Course Policy
        • Post-​Doctoral Fellow Student Status
        • Student Grievance Policy
      • Research
        • Animal Research
        • Human Subjects Research
        • Worker's Comp
      • Student Life
        • Alternative Beverages
        • Donation Drive Protocol
        • Social Media Policy
        • Special Events Coordination
        • Student Fundraising
  • Carey Business School
    • Admission
      • Graduate Degree Requirements
      • Master’s Programs
      • Certificate Programs
      • Verification of Credentials
      • International Student Admission Policy
      • Inactive/​Deactivated Certificate or Degree Applications
      • State-​Specific Authorization for Online Courses
    • Degrees and Certificates
      • Business Administration (Flexible), MBA
      • Business Administration (Full Time), MBA
      • Business Analytics and Risk Management (Part Time), Master of Science
      • Business Analytics and Risk Management, Master of Science
      • Design Leadership, MBA/​MA Dual Degree
      • Finance (Part Time), Master of Science
      • Finance, Master of Science
      • Financial Management, Graduate Certificate
      • Financial Management, Graduate Certificate, Investments, Graduate Certificate, Applied Economics, MS
      • Health Care Management (Part Time), Master of Science
      • Health Care Management, Master of Science
      • Information Systems, Master of Science
      • Investments, Graduate Certificate
      • Leadership Development Program, Graduate Certificate
      • Marketing (Part Time), Master of Science
      • Marketing, Master of Science
      • MBA/​Applied Economics, MS Dual Degree
      • MBA/​Biotechnology, MS Dual Degree
      • MBA/​Communication, MA Dual Degree
      • MBA/​DNP Dual Degree
      • MBA/​Government, MA Dual Degree
      • MBA/​Healthcare Organizational Leadership, MSN Dual Degree
      • MBA/​JD Dual Degree
      • MBA/​MA in International Relations
      • MBA/​MD Dual Degree
      • MBA/​MPH Dual Degree
      • MSF/​MBA Dual Degree
      • Real Estate and Infrastructure (Part Time), Master of Science
      • Real Estate and Infrastructure, Master of Science
      • Business, Minor
    • Policies and Resources
      • Academic Ethics Policy
      • Academic Progress and Standards
      • Changing Degree Program
      • Grading Policy
      • Graduation
      • Attendance Policy
      • Leave of Absence
      • Registration
      • Student Accounts
      • Transfer of Graduate Credit
      • Waiver Exams
  • Peabody Institute
    • General Information, Procedures and Regulations
      • Introduction and Nomenclature
      • Mission
      • Accreditation
      • Links
      • Honor Societies
    • Procedural Information
      • Applicability
      • Studio Assignments
      • Course Numbering
      • Large Ensemble Participation
      • Competitions
      • Recitals
      • Academic Advising
      • Inter-​Institutional Academic Arrangements
      • Study Abroad Program
      • Outside Instruction and Public Performance
    • Academic Regulations
      • Applicability
      • Academic Code of Conduct
      • Program Classification, Status, and Credit Limits
      • Sources of Credit
      • Grading System and Regulations
      • Dean's List Criteria
      • Academic Standing
      • Registration Regulations
      • Attendance and Absences
      • Interruption of Degree Work
      • Graduation Eligibility
    • Degree and Diploma Programs
      • Bachelor of Music (BM)
        • Curricula
          • Bachelor of Music in Performance
            • Composition, Bachelor of Music
            • Computer Music, Bachelor of Music
            • Guitar, Bachelor of Music
            • Harpsichord, Bachelor of Music
            • Historical Performance, Bachelor of Music
            • Jazz, Bachelor of Music
            • Music for New Media, Bachelor of Music
            • Orchestral Instruments, Bachelor of Music
            • Organ, Bachelor of Music
            • Piano, Bachelor of Music
            • Voice, Bachelor of Music
          • Bachelor of Music in Music Education
            • Composition, Bachelor of Music Education
            • Guitar, Bachelor of Music Education
            • Jazz, Bachelor of Music Education
            • Orchestral Instruments, Bachelor of Music Education
            • Piano, Bachelor of Music Education
            • Voice, Bachelor of Music Education
          • Bachelor of Music in Recording Arts
            • Composition, Bachelor of Music in Recording Arts
            • Computer Music, Bachelor of Music in Recording Arts
            • Guitar, Bachelor of Music in Recording Arts
            • Jazz, Bachelor of Music in Recording Arts
            • Orchestral Instruments, Bachelor of Music in Recording Arts
            • Piano, Bachelor of Music in Recording Arts
        • Minors
          • Business of Music, Minor
          • Directed Studies, Minor
          • Historical Performance, Minor
          • Historical Performance: Voice, Minor
          • Liberal Arts, Minor
          • Music Theory, Minor
          • Musicology, Minor
        • Combined Degree Programs
          • Peabody-​Homewood Double Degree Program
        • Accelerated Graduate Degrees
          • Five-​Year BM/​MM Program
          • Five-​Year BMRA/​MA Program
            • Five-​Year BM/​MA: Music for New Media Variant
      • Bachelor of Fine Arts (BFA)
        • Minors
      • Master of Music (MM)
        • Master of Music: Performance
          • Composition, Master of Music
          • Computer Music, Master of Music
          • Guitar, Master of Music
          • Harpsichord, Master of Music
          • Historical Performance Instruments, Master of Music
          • Historical Performance Voice, Master of Music
          • Jazz, Master of Music
          • Orchestral Conducting, Master of Music
          • Orchestral Instruments, Master of Music
          • Organ, Master of Music
          • Piano, Master of Music
          • Piano: Ensemble Arts Vocal Accompanying, Master of Music
          • Wind Conducting, Master of Music
          • Voice, Master of Music
        • Master of Music: Academic Majors
          • Performance/​Pedagogy, Master of Music
          • Music Education, Master of Music
          • Musicology, Master of Music
          • Music Theory Pedagogy, Master of Music
        • Master of Music: Low Residency
      • Master of Arts (MA)
        • Acoustics, Master of Arts
          • Five-​Year BM/​MA Program Requirements: Acoustics
        • Recording Arts and Sciences, Master of Arts
          • Five-​Year BM/​MA Program Requirements: Recording Arts
      • Doctor of Musical Arts (DMA)
        • Composition, Doctor of Musical Arts
        • Guitar, Doctor of Musical Arts
        • Historical Performance Instruments, Doctor of Musical Arts
        • Orchestral Conducting, Doctor of Musical Arts
        • Orchestral Instruments, Doctor of Musical Arts
        • Organ, Doctor of Musical Arts
        • Piano, Doctor of Musical Arts
        • Voice, Doctor of Musical Arts
        • Wind Conducting, Doctor of Musical Arts
      • Performer’s Certificate (PC)
        • Guitar, Performer's Certificate
        • Orchestral Instruments, Performer's Certificate
        • Organ, Performer's Certificate
        • Piano, Performer's Certificate
        • Voice, Performer's Certificate
      • Graduate Performance Diploma (GPD)
      • Artist’s Diploma (AD)
    • Extension Study
      • Music Education Certification -​ Instrumental
      • Music Education Certification -​ Vocal
  • Nitze School of Advanced International Studies
    • Academic Policies and Resources
    • Degrees and Certificates
      • International Studies, Doctor of Philosophy
      • International Affairs, Doctor of
      • European Public Policy, Master of Arts
      • Global Policy, Master of Arts
      • Global Risk, Master of Arts (On-​site)
      • Global Risk, Master of Arts (Online)
      • International Affairs, Master of Arts
      • International Economics and Finance, Master of Arts
      • International Relations, Master of Arts
      • International Studies, Master of Arts
      • International Public Policy, Master of
      • Strategy, Cybersecurity, and Intelligence, Master of Arts
      • Sustainable Energy, Master of Arts (Online)
      • Chinese and American Studies, Hopkins-​Nanjing Center Certificate
      • Dual Degrees and Exchange Programs
      • Graduate Certificates
      • International Studies, Diploma
  • School of Education
    • Academic and Student Policies
      • Academic and Student Conduct Policies
      • Academic Standards
      • Grading System and Academic Records
      • Grievances and Complaints
    • Admission
    • Graduation
    • Programs
      • Doctoral Programs
        • Education (Online), EdD
        • Education, PhD
      • Master's Programs
        • Counseling, Master of Science
        • Education, Master of Science
        • Health Professions (Online), Master of Education
        • Special Education, Master of Science
      • Post Master's Certificates
        • Applied Behavior Analysis, Post–Master’s Certificate
        • Clinical Mental Health Counseling, Post–Master’s Certificate
        • Evidence-​Based Teaching in the Health Professions, Post–Master’s Certificate
      • Certificate of Advanced Graduate Study
        • Counseling, Certificate of Advanced Graduate Study
      • Graduate Certificates
        • Education of Students with Autism and Other Pervasive Developmental Disorders, Graduate Certificate
        • Educational Leadership for Independent Schools, Graduate Certificate
        • Gifted Education, Graduate Certificate
        • Leadership in Technology Integration (Online), Graduate Certificate
        • Mathematics/​STEM Instructional Leader (PreK-​6) (Online), Graduate Certificate
        • Mind, Brain and Teaching (Online), Graduate Certificate
        • School Administration and Supervision, Graduate Certificate
        • Urban Education, Graduate Certificate
    • Research and Development Centers
    • Scholarships
    • State Authorization of Distance Education and Higher Education Agencies in Other States
  • School of Medicine
    • General Information
      • Conduct in Teacher/​Learner Relationships (Student Mistreatment Policy)
      • Faculty Traveling Fellowship and Visiting Scholar Fellowship
      • Lectureships and Visiting Professorships
      • Loan Funds
      • Medical Student Advising
      • Named Professorships
      • Office of Medical Student Affairs
      • Scholarships
      • Student Research Scholarships and Awards
      • Tuition
      • Tuition and Other Fees
      • Young Investigators’ Day
    • Policies
    • Graduate Programs
      • Anatomy Education, MS
      • Applied Health Sciences Informatics, MS
      • Biochemistry, Cellular and Molecular Biology, PhD
      • Biological Chemistry, PhD
      • Biomedical Engineering, PhD
      • Biophysics and Biophysical Chemistry, PhD/​Molecular Biophysics, PhD
      • Cellular and Molecular Medicine, PhD
      • Cellular and Molecular Physiology, PhD
      • Clinical Anaplastology, MS
      • Clinical Informatics, Post-​Baccalaureate Certificate
      • Cross-​Disciplinary Program in Biomedical Sciences, PhD
      • Functional Anatomy and Evolution, PhD
      • Health Sciences Informatics, PhD
      • Health Sciences Informatics–Research, MS
      • History of Medicine, MA (On-​site)
      • History of Medicine, MA (Online)
      • History of Medicine, PhD
      • History of Medicine, Post-​Baccalaureate Certificate (Online)
      • Human Genetics and Molecular Biology, PhD
      • Immunology, PhD
      • Medical and Biological Illustration, MA
      • Medical Physics, MS
      • Neuroscience, PhD
      • Pathobiology, PhD
      • Pharmacology, PhD
    • Medical Program
      • Doctor of Medicine, MD
      • MD-​PhD, Combined Degree
      • Subject Areas
        • Anesthesiology and Critical Care Medicine
        • Biological Chemistry
        • Biomedical Engineering
        • Biophysics and Biophysical Chemistry
        • Cell Biology
        • Dermatology
        • Emergency Medicine
        • Epidemiology
        • Functional Anatomy and Evolution
        • Gynecology and Obstetrics
        • Health Sciences Informatics
        • History of Medicine
        • Institute of Genetic Medicine
        • Medicine
        • Molecular and Comparative Pathobiology
        • Molecular Biology and Genetics
        • Multi-​Department Courses
        • Neurology
        • Neuroscience
        • Oncology
        • Ophthalmology
        • Pathology
        • Pediatrics
        • Pharmacology and Molecular Sciences
        • Physical Medicine and Rehabilitation
        • Physiology
        • Psychiatry and Behavioral Sciences
        • Public Health
        • Radiation Oncology and Molecular Radiation Sciences
        • Radiology and Radiological Science
        • Section of Surgical Sciences
    • Postdoctoral Fellows
  • School of Nursing
    • Admission
    • Advising
    • Certificates
      • Healthcare Organizational Leadership, Post-​Master’s Certificate
      • Nursing Education, Post-​Master's Certificate
      • Pediatric Acute Care Nurse Practitioner, Post-​Master's Certificate
      • Psychiatric Mental Health Nurse Practitioner, Post-​Master's Certificate
    • Doctoral Degrees
      • Doctor of Nursing Practice, Advanced Practice Track
        • Adult-​Gerontological Acute Care Nurse Practitioner, DNP Advanced Practice Track
        • Adult-​Gerontological Critical Care Clinical Nurse Specialist, DNP Advanced Practice Track
        • Adult-​Gerontological Health Clinical Nurse Specialist, DNP Advanced Practice Track
        • Adult-​Gerontological Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Family Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Nurse Anesthesia, DNP Advanced Practice Track
        • Pediatric Critical Care Clinical Nurse Specialist, DNP Advanced Practice Track
        • Pediatric Dual Primary/​Acute Care Nurse Practitioner, DNP Advanced Practice Track
        • Pediatric Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Psychiatric Mental Health Nurse Practitioner, DNP Advanced Practice Track
      • Doctor of Nursing Practice: Executive Track
      • Nursing, Doctor of Philosophy
      • Doctor of Nursing Practice (DNP): Advanced Practice Track/​Doctor of Philosophy in Nursing (PhD) Dual Degree
    • Dual Degrees
      • DNP Executive/​MBA Dual Degree
      • DNP Executive/​MPH Dual Degree
      • Healthcare Organizational Leadership, MSN/​MBA, Dual Degree
    • Financial Aid
    • Master's Degrees
      • Entry into Nursing, Master of Science in Nursing
      • Healthcare Organizational Leadership Track, Master of Science in Nursing
    • Online Prerequisites for Health Professions
    • Policies
      • Academic Integrity Policy
      • Academic Standards for Progression
      • Administrative Leave
      • Attendance Policy
      • Canvas and SON IT Help
      • Clinical Placements
      • Clinical Warnings
      • Complaint/​Grievance Policy
      • Compliance
      • Continuous Enrollment Policy
      • Course Policies
      • Criminal Conduct Policy
      • Examination Policy
      • Grading Policy
      • Health Insurance for Students
      • Incomplete Coursework
      • Independent Study Policy
      • Involuntary Leave of Absence
      • Leave of Absence or Withdrawal
      • Letters of Recommendation
      • NCLEX
      • Non-​Degree-​Seeking Students
      • Notification of Missed Clinical Time
      • Pet Guidelines
      • Printing and Copying
      • Professional Attire Policy
      • Professional Ethics Policy
      • Registration Policies and Procedures
      • Religious Observance Attendance Policy
      • Student Code of Conduct
      • Technical Standards for Admission and Graduation
      • Transcripts and Enrollment Verifications
      • Transfer of Graduate Credit
    • Tuition and Fees
  • Whiting School of Engineering
    • Full-​time, On-​campus Undergraduate and Graduate Programs (Homewood)
      • Undergraduate Policies
        • Academic Policies
          • Requirements for a Bachelor's Degree
          • Student Status
          • Registration Policies
          • Grading Policies
          • Academic Standing Policies
          • External Credit Policies
          • Study Abroad Policies
          • Graduation Policies
        • Student Life Policies
      • Graduate Policies
        • Graduate-​Specific Policies
        • Academic Policies
        • Admissions and Finances
        • Student Life
          • International Graduate Students
      • Departments, Program Requirements, and Courses
        • Applied Mathematics and Statistics
          • Applied Mathematics and Statistics, Bachelor of Arts
          • Applied Mathematics and Statistics, Bachelor of Science
          • Applied Mathematics and Statistics, Master of Science in Engineering
          • Applied Mathematics and Statistics, Minor
          • Applied Mathematics and Statistics, PhD
          • Data Science, Master's Degree
          • Financial Mathematics, Master of Science in Engineering
        • Biomedical Engineering
          • Bioengineering Innovation and Design, Master of Science in Engineering
          • Biomedical Engineering, Bachelor of Arts
          • Biomedical Engineering, Bachelor of Science
          • Biomedical Engineering, Master of Science in Engineering
          • Biomedical Engineering, PhD through the School of Medicine
        • Center for Leadership Education
          • Accounting and Financial Management, Minor
          • Engineering Management, Master of Science
          • Entrepreneurship and Management, Minor
          • Leadership Studies, Minor
          • Marketing and Communications, Minor
          • Professional Communication Program
          • Professional Development Program
        • Chemical and Biomolecular Engineering
          • Chemical and Biomolecular Engineering, Bachelor of Science
          • Chemical and Biomolecular Engineering, Master of Science in Engineering
          • Chemical and Biomolecular Engineering, PhD
        • Civil &​ Systems Engineering
          • Civil Engineering, Bachelor of Science
          • Systems Engineering, Bachelor of Science
          • Civil Engineering, Master of Science in Engineering (MSE)
          • Civil Engineering, Minor
          • Civil and Systems Engineering, PhD
          • Systems Engineering, Master of Science in Engineering (MSE)
        • Computational Medicine
          • Computational Medicine, Minor
          • Computational Medicine, Pre-​Doctoral Training Program
        • Computer Science
          • Computer Science, Bachelor of Arts
          • Computer Science, Bachelor of Science
          • Computer Science, Master of Science in Engineering
          • Computer Science, Minor
          • Computer Science, PhD
        • Doctor of Engineering
          • Engineering, Doctor of Engineering
        • Electrical and Computer Engineering
          • Computer Engineering, Bachelor of Science
          • Electrical and Computer Engineering, Master of Science in Engineering
          • Electrical and Computer Engineering, PhD
          • Electrical Engineering, Bachelor of Arts
          • Electrical Engineering, Bachelor of Science
          • Energy, Minor
        • Environmental Health and Engineering
          • Engineering for Sustainable Development, Minor
          • Environmental Engineering, Bachelor of Science
          • Environmental Engineering, Minor
          • Environmental Sciences, Minor
          • Geography and Environmental Engineering, Master of Arts
          • Geography and Environmental Engineering, Master of Science
          • Geography and Environmental Engineering, Master of Science in Engineering
          • Geography and Environmental Engineering, PhD
          • Occupational and Environmental Hygiene, Master of Science
        • General Engineering
          • General Engineering, Bachelor of Arts
        • Information Security Institute
          • Security Informatics, Master of Science
          • Security Informatics, Master of Science/​Applied Mathematics and Statistics, Master of Science in Engineering Dual Master's Program
          • Security Informatics, Master of Science/​Computer Science, Master of Science in Engineering Dual Master's Program
        • Materials Science and Engineering
          • Materials Science and Engineering, Bachelor of Science
          • Materials Science and Engineering, Master of Science in Engineering
          • Materials Science and Engineering, PhD
        • Mechanical Engineering
          • Engineering Mechanics, Bachelor of Science
          • Mechanical Engineering, Bachelor of Science
          • Mechanical Engineering, Master of Science in Engineering
          • Mechanical Engineering, PhD
        • NanoBioTechnology
          • Nano-​Biotechnology, Certificate of Advanced Study
        • Robotics and Computational Sensing
          • Computer Integrated Surgery, Minor
          • Robotics, Master of Science in Engineering
          • Robotics, Minor
      • Multi-​School Programs of Study
        • Business, Minor
        • Peabody-​Homewood Double Degree Program
        • Space Science and Engineering
    • Part-​Time, Online Graduate Programs (Engineering for Professionals)
      • Academic Policies
        • Academic Calendar
        • Academic Regulations
        • Registration Policies
        • Tuition and Fees
      • Admission Requirements
      • Applied and Computational Mathematics
        • Applied and Computational Mathematics, Master of Science
        • Applied and Computational Mathematics, Post-​Master’s Certificate
      • Applied Biomedical Engineering
        • Applied Biomedical Engineering, Graduate Certificate
        • Applied Biomedical Engineering, Master of Science
        • Applied Biomedical Engineering, Post-​Master’s Certificate
      • Applied Physics
        • Applied Physics, Master of Science
        • Applied Physics, Post-​Master’s Certificate
      • Artificial Intelligence
        • Artificial Intelligence, Graduate Certificate
        • Artificial Intelligence, Master of Science
      • Chemical and Biomolecular Engineering
        • Chemical and Biomolecular Engineering, Master of Chemical and Biomolecular Engineering
      • Civil Engineering
        • Civil Engineering, Graduate Certificate
        • Civil Engineering, Master of Civil Engineering
      • Computer Science
        • Computer Science, Master of Science
        • Computer Science, Post-​Master’s Certificate
      • Cybersecurity
        • Cybersecurity, Master of Science
        • Cybersecurity, Post-​Master’s Certificate
      • Data Science
        • Data Science, Master of Science
        • Data Science, Post-​Master’s Certificate
      • Electrical and Computer Engineering
        • Electrical and Computer Engineering, Graduate Certificate
        • Electrical and Computer Engineering, Master of Science
        • Electrical and Computer Engineering, Post-​Master’s Certificate
      • Engineering Management
        • Engineering Management, Master of Engineering Management
      • Environmental Engineering, Science, and Management Programs
        • Environmental Engineering
          • Environmental Engineering, Graduate Certificate
          • Environmental Engineering, Master of Environmental Engineering
          • Environmental Engineering, Post-​Master’s Certificate
        • Environmental Engineering and Science
          • Environmental Engineering and Science, Graduate Certificate
          • Environmental Engineering and Science, Master of Science
          • Environmental Engineering and Science, Post-​Master’s Certificate
        • Environmental Planning and Management
          • Environmental Planning and Management, Graduate Certificate
          • Environmental Planning and Management, Master of Science
          • Environmental Planning and Management, Post-​Master’s Certificate
        • Climate Change, Energy, and Environmental Sustainability, Graduate Certificate
      • Financial Mathematics
        • Financial Mathematics, Master of Science
        • Financial Risk Management, Graduate Certificate
        • Quantitative Portfolio Management, Graduate Certificate
        • Securitization, Graduate Certificate
      • Healthcare Systems Engineering
        • Healthcare Systems Engineering, Master of Science
      • Information Systems Engineering
        • Information Systems Engineering, Graduate Certificate
        • Information Systems Engineering, Master of Science
        • Information Systems Engineering, Post-​Master’s Certificate
      • Materials Science and Engineering
        • Materials Science and Engineering, Master of Science
      • Mechanical Engineering
        • Mechanical Engineering, Master of Science
        • Mechanical Engineering, Post-​Master’s Certificate
      • Occupational and Environmental Hygiene
        • Occupational and Environmental Hygiene, Master of Science
      • Robotics and Autonomous Systems
        • Robotics and Autonomous Systems, Master of Science
      • Space Systems Engineering
        • Space Systems Engineering, Master of Science
      • Systems Engineering
        • Systems Engineering, Graduate Certificate
        • Systems Engineering, Master of Science
        • Systems Engineering, Master of Science in Engineering (ABET-​accredited)
        • Systems Engineering, Post-​Master’s Certificate
      • Technical Management
        • Technical Management, Graduate Certificate
        • Technical Management, Post-​Master’s Certificate
  • Zanvyl Krieger School of Arts and Sciences
    • Full-​time, On-​campus Undergraduate and Graduate Programs (Homewood)
      • Undergraduate Policies
        • Academic Policies
          • Requirements for a Bachelor's Degree
          • Student Status
          • Registration Policies
          • Grading Policies
          • Academic Standing Policies
          • External Credit Policies
          • Study Abroad Policies
          • Graduation Policies
        • Student Life Policies
      • Graduate Policies
        • Academic Policies
        • Admissions and Finances
        • Graduate-​Specific Policies
        • Student Life
          • International Graduate Students
      • Departments, Program Requirements, and Courses
        • Anthropology
          • Anthropology, Bachelor of Arts
          • Anthropology, Minor
          • Anthropology, PhD
        • Archaeology
          • Archaeology, Bachelor of Arts
        • Behavioral Biology Program
          • Behavioral Biology, Bachelor of Arts
        • Bioethics
          • Bioethics, Minor
        • Biology
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          • Science Writing, Certificate
        • Teaching Writing, Master of Arts
          • Teaching Writing, Certificate
        • Writing, Master of Arts
        • Office of Summer and Intersession Programs
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  • Home›
  • Whiting School of Engineering›
  • Part-Time, Online Graduate Programs (Engineering for Professionals)›
  • Information Systems Engineering
  • Overview
  • Programs
  • Courses

The part-time Information Systems Engineering program balances theory with practice by offering traditional and cutting-edge courses that accommodate working professionals with various backgrounds. The program appeals to engineers, scientists, and analysts by providing them with the opportunity to design large-scale information systems, create business analytics, conduct complex systems analyses, and create sophisticated distributed and secure systems.

Courses are offered at the Applied Physics Laboratory and online.

Program Committee

David Silberberg, Program Chair
Principal Professional Staff
JHU Applied Physics Laboratory

Anthony N. Johnson, Program Manager
Senior Professional Staff
JHU Applied Physics Laboratory

Yair Amir
Professor, Department of Computer Science
JHU Whiting School of Engineering

Matt Bishop
Professor, Department of Computer Science
University of California, Davis

Joel Coffman
Associate Professor
United States Air Force Academy

Eleanor Boyle Chlan
Senior Professional Staff (retired)
JHU Applied Physics Laboratory

Anton Dahbura
Co-Director, Institute for Assured Autonomy
Johns Hopkins University

Deborah Dunie
Board Director
SAIC

Deborah Frincke
Associate Labs Director, National Security Programs
Sandia National Laboratories

J. Miller Whisnant
Principal Professional Staff
JHU Applied Physics Laboratory

Programs

  • Information Systems Engineering, Graduate Certificate
  • Information Systems Engineering, Master of Science
  • Information Systems Engineering, Post-Master’s Certificate

Courses

EN.635.601.  Foundations of Information Systems Engineering.  3 Credits.  

Creating and operating large-scale information systems requires a holistic approach that manages the blending of software, hardware, networks, and security inherent in modern systems. This course introduces key elements and processes required for designing, analyzing, developing, and integrating complex information systems. The course focuses on the systems engineering approach with specific emphasis on design, development, and deployment. Topics covered include requirements engineering, architecture development, security engineering, cost-benefit analysis, information and networking technologies, and operations. Course Note(s): The required foundation courses may be taken in any order but must be taken before other courses in the degree.

EN.635.611.  Principles of Network Engineering.  3 Credits.  

This course provides a introductory technical overview of networking and telecommunications for the engineering practitioner. Topics include voice, data, and video communication system fundamentals, including signaling, frequency concepts, transmission media, multiplexing, spread spectrum, signal encoding, error control, switching, and basic terminology. The OSI and TCP/IP reference models are examined along with the basic concepts of protocols, service interfaces, encapsulation, and layering. The course also covers networking and telecommunication techniques, applications technology, and networking topologies and Internetworking architectures. Specific areas discussed include LAN system fundamentals, such as IEEE 802.3 Ethernet, IEEE 802.11 wireless LANs and IEEE 802.15/Bluetooth; and wide-area systems such as cellular and satellite networks. TCP/IP infrastructure and protocols are extensively covered including IP routing, transport layer protocols, and applications including web, email, and real-time applications such as Voice over IP (VoIP). The course also covers the basic principles and protocols for Network Security (IPsec, SSL/TLS) and Management (SNMP).

EN.635.621.  Principles of Decision Support Systems.  3 Credits.  

Businesses and organizations are flooded with a variety of data from a vast number of sources. Data analysis and use of data analytics in data-driven decision-making processes has become the go-to strategy for business success and for gaining sustainable competitive advantage.This course will introduce students to the technologies that are generally and collectively called “analytics” used to support effective decision-making processes for business. Course topics will cover the latest trends in analytics, including scalable AI, machine learning, IoT, and smart/robo-collaborative assisting systems, composable data and analytics, data fabric, small data models, and XOps. This course will enable students to apply deep knowledge of predictive, descriptive analytics, big data, and web analytics to the development of the best business solutions for their organizations. They will also know which kinds of analytics to apply to specific decision contexts.

EN.635.627.  Intelligent Decision Support Systems.  3 Credits.  

Businesses and organizations are flooded with a variety of data from a vast number of sources. Data analysis and use of data analytics in data-driven decision-making processes has become the go-to strategy for business success and for gaining sustainable competitive advantage.This course will introduce students to the technologies that are generally and collectively called “analytics” used to support effective decision-making processes for business. Course topics will cover the latest trends in analytics, including scalable AI, machine learning, IoT, and smart/robo-collaborative assisting systems, composable data and analytics, data fabric, small data models, and XOps. This course will enable students to apply deep knowledge of predictive, descriptive analytics, big data, and web analytics to the development of the best business solutions for their organizations. They will also know which kinds of analytics to apply to specific decision contexts.

EN.635.631.  Foundations of Data Analytics.  3 Credits.  

This foundation course provides an overview of data analysis process, and introduces students to common techniques for data preprocessing, feature extraction, and the creation of statistical models. In particular, students will develop competence in areas of high importance for data scientists and engineers, such as: exploring the trade-off between bias and variance, selecting and creating features, regularizing models, determining optimal hyperparameters, and evaluating model performance. Multiple datasets and data types (e.g., unstructured text, imagery, and time-varying signals) will be considered with the goal of building student confidence across a spectrum of analysis challenges. Particular topics include linear and non-linear regression, decision trees, various approaches to dimensionality reduction, clustering, topic modeling, Bayesian methods, and neural networks. Prerequisite(s): Programming experience in Python, introductory linear algebra, and probability theory recommended.

EN.635.632.  Engineering Data Intensive Systems.  3 Credits.  

This course provides students with a solid understanding of the data engineering concepts needed to implement reliable data intensive systems. With the emergence of data science as a new field of study, data engineering has gained prominence as a discipline in its own right. Designing and deploying data intensive applications for production environments require skills and experience beyond data science. We start with the basic building blocks of data models, query languages, storage, retrieval, encoding, and schema evolution. Then we move on to distributed data where we examine the unique challenges faced with implementing distributed data systems and some approaches for mitigating these challenges. Throughout the course we consider reliability, scalability, and performance aspects of data stores, batch processing and streaming systems. To deepen our understanding of these concepts, students will implement data systems on their own personal computers using Docker. The technologies you will be working with include Jupyter Notebook, SQL engines, Apache Avro, Elasticsearch (and Kibana), Apache Spark, and Apache Kafka.

Prerequisite(s): EN.635.601 Foundation of Information Systems Engineering. Prior experience with databases, SQL, and Python is recommended.

EN.635.661.  Principles of Human Computer Interaction.  3 Credits.  

Well-designed human-computer interaction (HCI) is critical to the success of computer and information systems. This course focuses on the HCI design process and covers the underlying scientific principles, HCI design methodology, and the user-interface technology used to implement HCI. Topics include human cognition, HCI theories, user observation and task analysis, prototyping and evaluation techniques, user interface modalities and graphical user interface components, and accessibility. Selected additional topics may include HCI in website design, support of collaborative work, human interaction with automation, and ubiquitous computing. Student design projects are an integral part of the course. Reading the current HCI research literature is also required.

EN.635.671.  Data Recovery & Continuing Operations.  3 Credits.  

Data recovery and continuing operations refers to the processes, plans, and technologies required for an enterprise to achieve resiliency given unexpected events that may disrupt IT operations. This course provides an overview of the storage technologies to address backup, disaster recovery, and business continuity. Technologies that address auditing, redundancy, and resiliency in the infrastructure (e.g., networks, power, cooling, etc.) are described. Beyond the technologies, processes and plans for continuing operations are covered, including issues such as business continuity, disaster recovery, and risk management.

Prerequisite(s): EN.635.621 Principles of Decision Support Systems is recommended and may be taken concurrently.

EN.635.672.  Privacy Engineering.  3 Credits.  

Personal information has become a new class of digital property with immense value in commerce and of intense importance to national security and intelligence. Engineering any information system now requires a professional to protect privacy, preserve the information’s functional value, and navigate complex domestic and international legal and engineering rules Students will use new visual modeling and analysis tools for designing and executing privacy solutions in both the commercial and governmental sectors. Students will build a final specification for a privacy solution involving regulated personal information.

EN.635.673.  Protecting Critical Infrastructure Against Cyber Attacks.  3 Credits.  

Cybersecurity is one of the most critical national issues of our time. The trend for cyber-attacks is rapidly increasing in enterprise networks and is extending into other domains like the Internet of Things (IoT) and Industrial Control Systems (ICS). Our 16 Critical Infrastructures are the powerhouses for our military might and our huge economy, and thus protecting these assets is paramount. This class will: (1) introduce students to the history of the problem of Cybersecurity, (2) introduce students to the 16 Critical Infrastructures, and (3) provide students hands-on experience with developing Cybersecurity technology to assess, defend, and monitor enterprise, IoT, and ICS networks.

EN.635.676.  Cybersecurity in Information Systems.  3 Credits.  

This course describes the systems security engineering process, focusing on security during the design and implementation of information systems. Topics include architecture and design principles, risk assessment, resiliency, and security metrics. The course addresses emerging topics in cybersecurity including wireless security, cloud security, cross domains and the government standards and processes for secure information systems; surveys many aspects of cybersecurity and its impact on the enterprise; and lays the groundwork to architect and build a natively more secure system that can withstand hacking attacks and continue to deliver basic functionality to the enterprise. We will address the federal government standards and recommendations as well as industry’s best practices. Students will cover the basic concepts of information security and research the latest security incidents including external attacks and internal leaks to assess and analyze the exploited vulnerabilities. By learning from current incidents, students can build systems that adapt quickly to emerging threats and potentially continue to serve the enterprise, even while under attack. Additionally, the course addresses the assessment of emerging technologies to determine the potential threats to the enterprise as well as the usability to secure the enterprise. Finally, we will address the subject of legal and ethical access control and the balance between privacy and security.

EN.635.682.  Website Development.  3 Credits.  

This course covers the design and implementation of websites. Various web standards, as developed by the World Wide Web Consortium and browser manufacturers are studied. HTML5 specifications are covered, including topics such as text control, images, hypertext links, forms, and embedded objects (e.g., video and audio). Cascading style sheets (CSS3), a client-side language (such as JavaScript), and server-side programming are also covered. Design and development topics include ease of use/navigation, download time, maintaining a consistent look and feel across multiple pages, building mobile-friendly websites, and Web server selection and configuration. Additional topics include web tools, privacy and security, XML, JSON, and AJAX.

EN.635.683.  E-Business: Models, Architecture, Technologies, and Infrastructure.  3 Credits.  

This course explores fundamental aspects of the e-Business (electronic business) phenomenon that is currently sweeping through the global economy, as well as design principles and technology used to build computer-based systems in order to support the notion of e-Business. E-Business (electronic business) is an umbrella term, an interdisciplinary topic encompassing both business and technology. This topic addresses a variety of business activities, business processes, and strategic business functions conducted over the Internet in order to service customers, to collaborate with business partners, and to maintain and sustain competitive advantage in the networking economy. The course introduces contemporary management philosophies as they have come to be used for the marketing, selling, and distribution of goods and services through the Internet and other electronic media. The course explores approaches of defining drivers and use cases of conducting electronic business. This course provides an overview of principles and analysis of different models of electronic business. It enables students to design effective e-Business models built on a foundation of business concepts, knowledge of the e-Business environment, and an understanding of the influence of the Internet on business stakeholders, including customers, suppliers, manufacturers, service makers, regulators, managers, and employees. In this course students undertake value analysis and learn to describe value propositions. Business architecture and software infrastructure used to engineer and build e-Business systems will be explained. The modern information technologies associated with the delivery of business capabilities over the Internet will be discussed. The course content will be reinforced by a variety of assignments.

EN.635.711.  Advanced Topics in Network Engineering.  3 Credits.  

This course is designed to provide an advanced treatment of key topic areas in networking and telecommunications for students who have mastered the basic principles of network engineering. Key operational systems, protocols, and technologies are explored in local, wide, metro-area, storage, and wireless networking. Major topic areas include advanced LAN/WLAN technologies (Power over Ethernet, IEEE 802.1x authentication, VLANs, link aggregation, etc.), Storage Area Network technologies, Virtualized/Cloud networking, Optical Networking, IPv6, Spanning Tree and Dynamic IP routing protocols, “LastMile” Networking (DSL, Cable Modems, etc.), Label Switching, Multicasting, and Multicast routing, real-time application support mechanisms, Quality of Service protocols, Advanced Transport Layer topics (Congestion Notification, TCP options, etc.), and Network Security (address translation, VPNs, stateful inspection, etc.). A major component of the course will be a design project on one of the topic areas covered in the class.

Prerequisite(s): EN.635.611 Principles of Network Engineering or EN.605.671 Principles of Data Communications Networks or equivalent.

EN.635.775.  Cyber Operations, Risk, and Compliance.  3 Credits.  

This course provides a solid foundation of potential civil and criminal areas of liability, and certain areas in which compliance and risk management are critical. The overarching theme is detection and reduction of potential legal/cybersecurity risks. We start by exploring the legal and regulatory environment that influences and supports cyber-based activities and programs, focusing on multidisciplinary or integrated views of enterprise risk management. We will address key risk management issues from the legal and cybersecurity aspects and analyze legal/ cybersecurity issues in several of the critical infrastructure sectors, such as the financial services, healthcare and public health, and transportation systems sectors. We also review legal and regulatory compliance issues to address cybersecurity risk management for systems development, acquisition, and operation. This includes material impacting the manner in which the cyber community operates, for example, FITARA (Federal Information Technology Acquisition Reform Act) Enhancement Act of 2017. We then review the authoritative guidance provided by the National Institute of Standards and Technology (NIST) Cybersecurity Framework. The Framework is voluntary for the sixteen critical information sectors and mandatory for the federal government, hence the focus on NIST. Risk management threat detection and avoidance is analyzed from an integrated legal/cybersecurity perspective, including system objectives to avert legal liability and minimize enterprise and human loss. Examples address financial services, healthcare and public health, and transportation (mobile devices and autonomous vehicles) systems, and cyber-physical systems (CPS) or Internet of Things (IoT). The overall constitutional and statutory basis within which all cyber law and policy operates is identified and reviewed.

EN.635.776.  Building Information Governance.  3 Credits.  

Businesses and government agencies confront increasingly complex rules and standards establishing the requirements for how digital information assets are to be created, stored, maintained, accessed, transmitted, received, and disposed. Information system engineers face enormous compliance risks, functional inefficiencies, and remediation costs if they are unprepared to navigate and master all of the technology, business, and legal rules against which digital information must be governed. All of these variables have become more complex as governments and industry partner more closely in counterterrorism investigations and defenses. This course enables engineers to explore and understand these rules and to develop better leadership skills across teams engaged in designing and managing complex governance projects. Assignments will expose engineers to, and teach them to navigate, the traps that global, cloud-based services present. Students completing the course will be able to contribute effectively to the cutting-edge, demanding projects ahead—“big data” transactions, real-time reporting to official agencies, electronic discovery, privacy, and compliance. Students will be expected to actively participate in class exercises, complete written assignments, and develop and present a final written governance proposal.

EN.635.782.  Ethics in Intelligent Systems.  3 Credits.  

This course is to fortify and enrich the values-assessment and critical thinking skills of engineers as they grapple with the numerous ethical challenges in their professional and personal lives. To that end, the course will define and delineate some global, macro-level concepts and approaches to ethics; move on to review some ethical issues unique to engineers as they apply intelligent technologies such as artificial intelligence and machine learning to developing complex systems; and finally present some finite cases studies and concrete situations by which to apply these ethical principles. This class will stimulate students to help identify a critical thinking zeitgeist and framework by which to filter, absorb and resolve complex ethical problems and questions in both their professions and at the personal level. This class will be completely value-neutral and hence devoid of any one overarching governing ethical school of thought; thus, we are ecumenical in our approaches. Having said that, the IEEE ethically aligned design standards are noteworthy and very salutary to any exploration. This course will make use of a variety of current, recent historical and classical materials to illustrate major themes.

EN.635.792.  Management of Innovation.  3 Credits.  

A critical issue for entrepreneurs and technical managers is how to translate opportunity into competitive advantage. This course explores the management of innovation, including the technical transition of applied R&D into products, the planning and launching of new products, and product management. Management of discontinuous technologies will be explored. The impact of competition by the introduction of new discontinuous technology will be addressed. Managing engineers through the creative process, as well as innovation and technological evolution, will be covered. The course includes both formal and guest lectures. Case studies will be used as an important learning vehicle.

EN.635.795.  Information Systems Engineering Capstone Project.  3 Credits.  

This course is designed for students who would like to conduct a major independent project involving a substantial enterprise information system design that builds upon elements of the ISE curriculum. The project includes requirements analysis, IT architecture design, network design, software integration, decision support applications, and deployment planning. Interim deliverables include presentations to the course advisors. Project proposals are required and a mentor will be assigned to the student. Prerequisite(s): Completion of eight courses in the ISE curriculum, including all ISE foundation courses. Course Note(s): Students may not receive graduate credit for both EN.635.795 and EN.635.802 Independent Study in Information Systems Engineering II.

EN.635.801.  Independent Study in Information Systems Engineering I.  3 Credits.  

This course permits graduate students in Information Systems Engineering to work with a faculty mentor to explore a topic in depth or conduct research in selected areas. Requirements for completion include submission of a significant paper. Prerequisite(s): Seven ISE graduate courses including the foundation courses, three concentration area courses, and two courses numbered 635.7xx; or admission to the Post-Master’s Certificate. Students must also have permission of a faculty mentor, the student’s academic advisor, and the program chair.

EN.635.802.  Independent Study in Information Systems and Technology II.  3 Credits.  

Students wishing to take a second independent study in information systems engineering should sign up for this course. Prerequisite(s): EN.635.801 Independent Study in Information Systems Engineering I and permission of a faculty mentor, the student’s academic advisor, and the program chair. Course Note(s): Students may not receive graduate credit for both EN.635.802 and EN.635.795 Information Systems Engineering Capstone Project.

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