วศ.ม.วิศวกรรมคอมพิวเตอร์

พื้นฐานโครงข่ายคอมพิวเตอร์
Fundamentals of Computer NetworksInternet,WWW, DNS and DHCP, OSI model, LAN technologies. Network layer: IPv4, IPv6, Subnet Design. Transport layer TCP/UDP and Data multiplexing.

การจัดการระบบปฏิบัติการลีนุกซ์
Linux Operating System AdministrationLinux, Kernel and Distribution; Architecture; Installation, File Systems; Data storage and RAID; Basic Linux Commands; shells scripts, permission, interfaces and computer network on Linux; bind and bond LAN; namespaces; basic security on Linux; applying Linux for services using Cent OS or Ubuntu.

ภาษาอังกฤษขั้นกลางด้านวิศวกรรม
Intermediate English for EngineeringImprovement on techniques and skill development in reading and analyzing to enable a student to understand the context from research article and textbook; emphasis on academic article writing, slide editing, and oral presentation including questioning and answering.

สัมมนางานวิจัย 1
Research Seminar 1Methodology and process for researching are explained. Data retrieval and literature survey, Writing a report and oral presentation.

สัมมนางานวิจัย 2
Research Seminar 2Processing and compilation the knowledge, problem background, Researchable, Hypothesis testing, Writing a report and oral presentation.

สัมมนางานวิจัย 3
Research Seminar 3Focusing on progressive and correcting of student’s research, Experiment design and test, Simulation, Results and criticize, Completing on Research report and Oral presentation.

โครงข่ายคอมพิวเตอร์และอินเทอร์เน็ต
Internet and Computer NetworksLAN, WAN switching and TCP/IP protocol following to CCNA and CCNP coursewares; Ethernet switching, Spanning-tree and VLAN; IPv4 and IPv6 networks; VLSM and NAT; Routing protocols: RIP, OSPF; HRSPAN; VxLAN; DNS; DHCP; experiments with GNS3 on design, configuration and analyze.

การประมวลผลคลาวด์
Cloud ComputingSaaS, PaaS and IaaS; private, public and hybrid cloud computing; hypervisor, virtual machine and virtual network; virtual data storage systems; system scaling; clustering and migration; container and Docker; experiments on VMWare and AWS or Azure platforms.

ความมั่นคงอินเทอร์เน็ต
Cyber SecurityCyber security concepts: Integrity, Authenticity, Privacy, Authorization, Audit and Availability; Hashing: MD5, SHAs and HMAC; symmetry encryptions: block and stream, RC4, 3DES, AES and others; asymmetry encryptions: private and public keys, DH, RSA, Digital signature, ECC and others; PKI, X.509 and PKCS; SSL/TLS and HTTPS; user authentication: Oauth, JWT and SAML; EAP, IEEE802.1X and RADIUS server; OpenSSL; experiments of Internet security.

โครงข่ายเอ็นเทอร์ไพรส์
Enterprise NetworksBroadband networks: xDSL, FTTx, metro-LAN and NGN; control plane and data plane; integrated and differentiated services; MPLS, MPLS-VPNs; Real-time services: SIP, VoIP, IPTV; IMS; practical design and performance simulation of enterprise networks.

การโปรแกรมและขั้นตอนวิธี
Programming and AlgorithmsPython or Java; variables; data input and output; displaying data in graphic view; random data, searching methods, sorting algorithms, graph theories, division-conquer techniques, dynamic programming and greedy algorithms; computational complexity; implementation of problem solving.

อินเทอร์เน็ตสรรพสิ่ง
Internet of ThingsIoT, Embedded and Sensors; IEEE802.15.4, Bluetooth, Wibree, ZigBee, DASH7, 6LoWPAN, LoRaWAN; IoT over HTTP/HTTPS: Web services, REST/RESTful, CoAP, XMPP and MQTT; security of IoT; processing device: Raspberry-pi or ARM; experiments and applying of IoT.

การโปรแกรมโครงข่าย
Network ProgrammingProgramming for TCP/IP models, Socket, web socket and RTC and other APIs, blocking process, thread operation; programming and protocol controlling data transmission using TCP and UDP; client/server programming, design and programming for transmitting data over internet.

วิศวกรรมซอฟต์แวร์
Software EngineeringSoftware implementation; water-fall and RAD models, Software testing tools, Git, Jenkins, CI/CD, quality control and assurance, unit test processes and the requirement of user; the related standards such as ISO9000-3 and CMMI, documentation, software project management.

การจัดการความมั่นคง
Security ManagementComputer security standards and framework: ISO27001, NIST; Security Risk Management, policy and management techniques; incident report, analyze and defend for incident and statistical risk; monitoring and protection plan, penetration testing process; redundant and backup system, recovery plan.

ระบบความมั่นคงในพาณิชย์อิเล็กทรอนิกส์
Security in Electronics CommerceElectronics commerce, trading and online payment. Vulnerabilities and malicious codes in data service softwares, Smartcard, finger scan, and other personal authentication systems. Security Features in the JVM, cryptography for JAVA, JSA, JCE, and RMI, Certificates and PKI, Audit and tracking of data usage.

การออกแบบและจัดการโครงข่าย
Network Design and ManagementBusiness perspectives on network design; estimation of traffic demand, network cost analysis, topological design, virtual network design, capacity assesment, security design; Network management softwares, TCP/IP-based internet management: SNMP, SMI, MIB, RMON; softwares for design, management and monitoring, Distributed Network Management and Policy-Based Network Management.

เว็บเซอร์วิสและสถาปัตยกรรมเชิงบริการ
Web Service and Service-Oriented ArchitectureWEB2.0 and beyond; metadata: XML and JSON, web service standard: SOAP, WSDL, REST/RESTful, CoAP, web services interoperability; web service security: OWASP, threat and protection; Practical developments of web services.

การออกแบบฐานข้อมูลขั้นสูง
Advanced Database DesignDatabase design, management and security, backup and recovery plan, Distributed databases, clustering database system and synchronization; in-memory database system; design and apply NoSQL; extracting information from the huge data.

วิศวกรรมเว็บและคลาวด์
Web and Cloud EngineeringWeb server, CI/CD framework and DevOps, Infrastructure automation: Ansible or Puppet or Chef, Implement web on public cloud AWS or GCP or Azure.

หัวข้อพิเศษด้านโครงข่ายคอมพิวเตอร์
Special Topics in Computer NetworksSelected topics of current interest in Computer Networks taken from recent research topics or technical publications.

หัวข้อพิเศษด้านโครงข่ายไร้สายและการสื่อสารเคลื่อนที่
Special Topics in Wireless Networks and Mobile CommunicationsSelected topics of current interest in Wireless Networks and Mobile Communications taken from recent research topics or technical publications.

หัวข้อพิเศษด้านความมั่นคงคอมพิวเตอร์
Special Topics in Cyber SecuritySelected topics of current interest in Cyber Security taken from recent research topics or technical publications.

หัวข้อพิเศษด้านคอมพิวเตอร์สารสนเทศ
Special Topics in Information ComputerSelected topics of current interest in Information Computer taken from recent research topics or technical publications.

การจัดการอินเทอร์เน็ตขั้นสูง
Advanced Internet AdministrationSPAN and RSPAN; Aggregrate: LACP and PAgP; DHCP, DHCP relay and DHCPv6; Advanced ACL and QoS: traffic shaping, priority and load balancing; Tunneling and IPv6-Tunneling; L2VPN and Ipsec-VPN; UDP services: voice and video services, multicast services, IPv6-multicast, IGMP, PIMs, SDN and SDWAN; experiments on design, configuration and analyze.

แมชีนเลิร์นนิง
Machine LearningCluster, Classification and Regression; K-mean, SOM, K-neighbor, Naive Bays, SVM, Neural Network, Deep Learnning; experiments on machine learnning.

วิศวกรรมข้อมูลขนาดใหญ่
Big Data EngineeringData engineer; Real-time or streaming big data; ETL; Data warehouse and data lake; Hadoop, Cloudera and Hortonworks; Apache Spark and Kafka; Python for data engineering; experiments on public cloud or on premise.

คูเบอร์เนเทสและเซิร์ฟเวอร์เลส
Kubernetes and ServerlessDigital enterprise services, information system orchestration: auto-scaling, auto-healing and auto-version; micro services; Docker and Docker swarm; Kubernetes; Ingress and load balancer; Serverless concept, experiment K8s on public cloud or on premise.

การเสริมความมั่นคงคอมพิวเตอร์
Computer Securtiy HardeningVulnerability assessment and hardening; web authenticity: cookie, JWT, OAuth, SAML; applying security infrastructure: IPS/IDS and UTM or nextgen-firewall; web server and web-app firewall, server load balance with reverse proxy; availability and disaster recovery.

การประเมินภาวะเสี่ยงและทดสอบเจาะ
Vulnerability Assessment and Penetration TestingThreat, vulnerability, risk and attack; vulnerability and risk assessments; blue and red teams; penetration testing; report and analyse on vulnerability and risk; experiment on Pen-test.

วิศวกรรมอินเทอร์เน็ตขั้นสูง
Advanced Internet EngineeringTCP congestion controls: Tahoe, Reno, new Reno, Vegas, SACK; multipath transmission and multi-home network: MPTCP; UDP and multicast protocols: IGMP, PIM-SM, PIM-DM and DVMRP; ad-hoc routing protocols; performance experiments using NS2/NS3.

ปัญญาประดิษฐ์ประยุกต์
Applied AIApplying machine learning and deep learning, data classification, face recognition, knowledge base system, AI applying using Tensor-flow or Pytorch.

โครงข่ายไร้สายและโทรศัพท์เคลื่อนที่
Mobile Phone and Wireless NetworksWireless LAN: Wifi: IEEE802.11 standards, Wifi5, Wifi6 and beyond; mobile networks: core and radio networks; 5G and beyond; important technologies for wireless and mobile communications, Mobile adhoc and IP routing protocols.

กฎหมายที่เกี่ยวกับคอมพิวเตอร์
Laws Related to ComputerLaws related to computer usages: Electronic Transactions Act, Computer Traffic Log Act, Computer Offense Act, Personal Data Protection Act, Cyber Security Act; Forensics for Computer and Cyber.

การทำเหมืองข้อมูลและเหมืองเว็บ
Data and Web MiningAssociation rule, descriptive and predictive models, classification; data preparation and input from data source or database; data analysis: classification, cluster and regression; using machine learning; data noise manipulation; data interpolation; data warehousing; business intelligence; big data analytics; R programming or RapidMiner or Python; case studies and experiments.

วิทยานิพนธ์
ThesisResearch proposal and thesis defense, required at least 1 national conference paper.

สารนิพนธ์
Independent StudyResearch defense, required 1 internal conference paper.