Massive Open Online Courses (MOOCs) aim at transferring knowledge to thousands of learners. Usually they are based consumption-orientated online material and multiple choice tests. TU Dresden and Supinfo took next step of MOOC evolution: Providing pre-configured ERP instances to 1500 students for free and performing student assessment through ERP configuration projects with real companies. This approach comes with challenges: deploying thousands pre-configured ERPs and correcting thousands of praxis configurations. TU Dresden and Subinfo chose ERP5 and SlapOS to be the first to solve these challenges and provide the first MOOC teaching Enterprise Resource Planning.
||56 (advisory board) + >100 trainers
||10000 (on-campus & open-campus)
|Type of organization
||Private school of informatics
||1 campus in Dresden, Germany
||36 campuses in 12 countries
||1828 - Technical University since 1961
The first MOOC teaching ERP
The MOOC provided by TU Dresden and Supinfo is based on the One Student One ERP (OSOE) project: It aims at creating a new way of teaching management science through the publication of all teaching material under Creative Commons License, through the usage of the Open Source ERP System “ERP5” as a support for management lectures and through the collaboration with real companies to provide students with real world case studies. At the core of the OSOE project is the believe that in order to truly understand the management principles behind ERP Systems, it is necessary to understand how these systems are implemented in a company and to experience the implementation process oneself. The first OSOE lecture was held in May 2009 at Institut Telecom Lille 1, France. Since, then the course has been held in collaboration with universities in Brazil, China, France and Germany. During these iterations, the previous on-site only classes developed into what finally became the MOOC “ERP: Theory, Practice and Configuration”, organized in the first quarter of 2013 by TU Dresden and Supinfo. The course was attended by 1500 students from 18 countries. As formal online registration is only required for the final project part of the course, the number of attendees for the theory and practice parts might be actually higher.
||ERP - Theory, Practice and Configuration
||Theory: 10,5 h
Case Study: 3h
Project and Assessment: 26h
||> 1500, distributed over 18 countries
||28, distributed over 9 countries, different experience levels
||7 Sessions, teaching universal workflows of companies.
||16 functional-tested tutorials with automatically generated screenshots, teaching the usage of ERP5. Provided online and through VM.
||Video interview; real ERP configuration case.
||Praxis project. Attendees interview the management of a real company and create a basic ERP configuration. Interviews and configurations are evaluated online through a suggestion-base correction system using machine learning.
Providing a configured ERP5 instances to each of 1500 students thanks to SlapOS decentralized cloud
The ERP practice objective for students is to observe how workflows are implemented in an ERP system. Students should practice through tutorials each workflow the same way as company staff does everyday. To accomplish this, one customized ERP5 instance has to be delivered for free to each student. This was accomplished through the open source cloud technology SlapOS. ERP5 instances are provided both online, and pre-installed in a downloadable virtual machine. Students then customize their ERP5 instances using a particular wizard and a standard small business configuration of ERP5.
Up to date user documentation thanks to ERP5 RunMyDocs
To make sure that the practice tutorials are always in line with current ERP5 version, Nexedi's open source “RunMyDocs” software is used to include functional tests directly inside the HTML5 documents. Whenever a new version of ERP5 is released, RunMyDocs can execute the OSOE tutorials and make sure that the indications are still correct. During the test execution, RunMyDocs automatically updates screenshots used in the tutorials.
Using scalability tests to assure responsive online submission while processing 500 spreadsheets at a time
For the praxis project and assessment part of the course, students submit a spreadsheet containing an ERP configuration for a small company. Students worked in groups of three and were allowed to submit 4 iterations of their work, so the ERP5-based submission system had to be designed for 500 submissions at one time and a total of 2000 submissions during the duration of the course. After submission the system checks the Spreadsheet for syntactical errors. ERP5 oood converter engine is used to convert submitted spreadsheets so that students can use either open source libreoffice calc or proprietary spreadsheet software such as Excel.
Scalability test results before optimization: 5 concurrent submissions using synchronous spreadsheet processing.
To assure that the submission system could handle the processing of this amount of spreadsheets from day one, the implementation of a scalability test was mandatory. The test immediately showed that the synchronous processing of spreadsheets was the bottleneck of the whole submission system. After performing all middleware level optimizations such as solving conflict errors and load balancing, the main performance boost was gained by making the conversion and automatic checking of the spreadsheet asynchronous using ERP5 Activities and by putting heavily used form data into ERP5 Catalog for fast indexation. In the end the system performed well with 30 simultaneous submissions even on a standard 4CPU+SSD server, with the responsiveness of the upload step under 0.4 seconds in average and under 0.8 seconds maximum. The results clearly show the importance of preventive scalability testing to identify and solve possible bottlenecks before going live.
Scalability test results after optimization: 30 concurrent submissions using asynchronous spreadsheet processing.
Assuring efficient and objective assessment of 1500 praxis projects through machine learning integration
The ERP consulting project objective is to teach students how to perform an initial consulting process for an ERP implementation. It uses an online questionnaire with the 90 most important questions to ask to a company during this process. The objective of the questionnaire is to identify those business processes which are not successful enough and which can be improved using an ERP. The goal is to understand how to set the priorities for an ERP implementation. Course participants must find a real company to interview its management. During the project they experience the difficulty to make the management express the successful and unsuccessful business processes and to decide on three priorities for the ERP implementation. For an acceptable result, usually up to four interview iterations are necessary. The correction takes up to two hours with decreasing correction time in later iterations. The MOOC challenge was to assure an efficient online review process and objective corrections of all interviews in all iterations with 28 tutors with differing experience levels working from nine different countries on four continents.
The correction suggestion fast-input dialogue.
To solve this challenge, a correction suggestion system was designed based on ERP5. The idea is to propose some corrections based on machine learning, so that the tutor can choose the valid corrections more quickly. The training data for the machine learning algorithm was taken from correction of previous OSOE courses. A customized fast-input dialogue was implemented in ERP5. Tutors used this dialogue to quickly correct an answer from the interview by selecting one of the suggested corrections:
Solving web service unreliability and increasing flexibility with ERP5 SQL Methods
The first approach to interface ERP5 with specialized machine learning software was based on a web service. This "fashionable" approach resulted not to be flexible and reliable enough for providing machine learning based correction suggestions for thousands of interviews. Since the web service approach was based on method invocation through XMLRPC, every time one part of the system changed, the web service also had to be adapted. This hurts flexibility which is required for developing a software that implements machine learning approaches which were never tried before. XMLRPC Method invocation also requires both of the interfaced systems to be available at the same time which hurts reliability which is needed when providing a correction system to 28 trainers to correct 500 interviews as fast as possible.
To improve flexibility and reliability, eventually a simple and robust approach based on SQL tables was chosen for the final machine learning interface. It relies on transaction safety of MariaDB for proper queue management. The machine learning software checks periodically, if there is new data in the export table filled by ERP5 SQL Methods. As soon as it finds new data, it processes it and writes the output to a second table which is again checked periodically by ERP5. This way it is not needed to trigger either ERP5 or the machine learning system which makes the interface simpler and more reliable. Both systems can communicate asynchronously through two MariaDB tables. Flexibility is improved because both systems can change and still talk to each other since the common interface is defined though the SQL table structure.
From open research system to restrictive production system in one day thanks to ERP5's 5A security model
The ERP5-based MOOC system started as a research project to implement novel machine-learning approaches for teaching and assessing ERP configuration. A such in the prototyping phase of the system it was important to foster knowledge sharing between professors, students and developers in an open research system with few restrictions. For driving the 2013 MOOC at TU Dresden and Supinfo, however high protection of the interviews given by companies during the praxis part of the MOOC was required. Thanks to well defined category configuration from the beginning, it was possible to setup a restrictive yet flexible security system in only one day. It consists of three access levels: students can only view their own interview. Tutors see and correct interviews of their assigned classes. Supervisors review the corrections of less experienced tutors.
- Every user documentation must include automatic functional testing to be maintainable in an ever evolving ERP environment.
- Scalability tests assure high performance from day one by identifying bottlenecks early so that they can be resolved before going live.
- Interfaces should be as simple as possible. Instead of complex API, the use of simple transactional SQL tables and periodical checking increases flexibility and assures reliability.
- Defining categories well from the beginning increases flexibility to later modify the security model.