Welcome to the website of the "Enterprise Platform and Integration Concepts" (EPIC) group.
Our activities are focused on the following research topics:

In-Memory Data Management for Enterprise Applications
Human-Centered Software Design and Engineering
In-Memory Data Management for Life Sciences

Our group includes PostDocs, PhD students, and student assistants, and is headed by Prof. Dr. Hasso Plattner. If you are interested in our work or want to join our team, please contact Dr. Matthias Uflacker.

Our team is giving a series of lectures and seminars with a focus on enterprise systems design and in-memory data management. Strong links to the industry ensure a close connection between theory and its implementation in the real world.

Our research focuses on the principles of in-memory data management on modern hardware and the integration of different hard- and software systems to meet business requirements. This involves studying the conceptual and technological aspects of modern enterprise applications as well as tools and methods for enterprise systems design.

We continually strive to translate our research into practical outputs that improve the quality of enterprise applications. A close link to industry partners ensures relevance and impact of our work. Get here an overview of our current and previous projects.

Here you can find all the publications made by our research group.

Jan Kossmann, M.Sc.

Research Assistant, PhD Candidate

	Phone:	+49 (331) 5509-1323
	Fax:	+49 (331) 5509-579
	Email:	jan.kossmann(at)hpi.de
	Room:	V-2.02 (Campus II)
	LinkedIn:
	Xing:	Profile

Research Topics

In-Memory Databases
Self-Adaptive Database Systems

Publications

Dreseler, M., Kossmann, J., Frohnhofen, J., Uflacker, M., Plattner, H.: Fused Table Scans: Combining AVX-512 and JIT to Double the Performance of Multi-Predicate Scans. Joint Workshop of HardBD (International Workshop on Big Data Management on Emerging Hardware) and Active (Workshop on Data Management on Virtualized Active Systems), in conjunction with ICDE (2018).

[ BibTeX ]

@conference{dreseler2018fused, author = {Dreseler, Markus and Kossmann, Jan and Frohnhofen, Johannes and Uflacker, Matthias and Plattner, Hasso}, booktitle = {Joint Workshop of HardBD (International Workshop on Big Data Management on Emerging Hardware) and Active (Workshop on Data Management on Virtualized Active Systems), in conjunction with ICDE}, title = {Fused Table Scans: Combining AVX-512 and JIT to Double the Performance of Multi-Predicate Scans}, year = 2018 }
Kossmann, J., Dreseler, M., Gasda, T., Uflacker, M., Plattner, H.: Visual Evaluation of SQL Plan Cache Algorithms. Australasian Database Conference (ADC) (2018).

[ BibTeX ]

@conference{kossmann2018visual, author = {Kossmann, Jan and Dreseler, Markus and Gasda, Timo and Uflacker, Matthias and Plattner, Hasso}, booktitle = {Australasian Database Conference (ADC)}, title = {Visual Evaluation of SQL Plan Cache Algorithms}, year = 2018 }
Dreseler, M., Gasda, T., Kossmann, J., Uflacker, M., Plattner, H.: Adaptive Access Path Selection for Hardware-Accelerated DRAM Loads. Australasian Database Conference (ADC) (2018).

[ BibTeX ]

@conference{dreseler2018adaptive, author = {Dreseler, Markus and Gasda, Timo and Kossmann, Jan and Uflacker, Matthias and Plattner, Hasso}, booktitle = {Australasian Database Conference (ADC)}, title = {Adaptive Access Path Selection for Hardware-Accelerated DRAM Loads}, year = 2018 }
Mueller, S., Fritzsche, M., Kossmann, J., Schneider, M., Striebel, J., Baudisch, P.: Scotty: Relocating Physical Objects Across Distances Using Destructive Scanning, Encryption, and 3D Printing. TEI '15 Proceedings of the Ninth International Conference on Tangible, Embedded, and Embodied Interaction. pp. 233-240 (2015).

[ BibTeX ]

@inproceedings{Stefanie2015a, author = {Mueller, Stefanie and Fritzsche, Martin and Kossmann, Jan and Schneider, Maximilian and Striebel, Jonathan and Baudisch, Patrick}, journal = {TEI '15 Proceedings of the Ninth International Conference on Tangible, Embedded, and Embodied Interaction}, pages = {233-240}, title = {Scotty: Relocating Physical Objects Across Distances Using Destructive Scanning, Encryption, and 3D Printing}, year = 2015 }
Schwalb, D., Kossmann, J., Faust, M., Klauck, S., Uflacker, M., Plattner, H.: Hyrise-R: Scale-out and Hot-Standby through Lazy Master Replication for Enterprise Applications. Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics (IMDM), in conjunction with VLDB 2015 Kohala Coast, Hawaii (2015).

[ BibTeX ]

@conference{David2015d, author = {Schwalb, David and Kossmann, Jan and Faust, Martin and Klauck, Stefan and Uflacker, Matthias and Plattner, Hasso}, booktitle = {Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics (IMDM), in conjunction with VLDB 2015 Kohala Coast, Hawaii}, title = {Hyrise-R: Scale-out and Hot-Standby through Lazy Master Replication for Enterprise Applications}, year = 2015 }

Teaching Activities

Summer Term 2018

Winter Term 2017/2018

Build your own Database

Summer Term 2017

Winter Term 2016/2017

Supervised Master's Theses

Current

Query Plan Reevaluation
Leveraging Probabilistic Index Data Structures for In-Memory Databases

Completed

JIT Compilation for Hyrise
Heterogenous Index Distribution in Multi-Node In-Memory Database Systems
Building an SQL Interface and Leveraging Query Plan Caching for a Relational Database

Master's Thesis

Self-Tuned Index Selection for the Columnar In-Memory Database Hyrise

Chair of Prof. Hasso Plattner

Contact:

Dr. Matthias Uflacker

Chair Representative

Tel.: +49 (331) 5509-566

E-Mail: matthias.uflacker(at)hpi.de

Office:

Room: V-2.12

Tel.: +49 (331) 5509-560

Fax: +49 (331) 5509-579

E-Mail: office-epic(at)hpi.de

Contact Details

News

16.05.2018 | Top ranks at Fifth BioASQ Challenge

Our NLP team took outstanding 1st and 2nd positions at the Fifth BioASQ Challenge for large-scale … > more

09.05.2018 | Paper accepted at SSDBM 2018

Our paper "Order-Independent Constraint-Based Causal Structure Learning for Gaussian Distribution … > more

09.04.2018 | SORMAS technical paper published in Frontiers in ICT

Our paper "Ebola Outbreak Containment: Real-Time Task and Resource Coordination with SORMAS" … > more

28.02.2018 | Paper accepted at ICDE 2018

Our paper "Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements" … > more

28.01.2018 | Best Paper Award received at ICORES'18

We are happy to announce that our paper "Dynamic Pricing Strategies in a Finite Horizon Duopoly … > more

Open Positions

We are accepting applications for Ph.D. and post-doc positions from exceptional candidates
We welcome highly motivated Bachelor and Master students to join our research projects

We are proud to announce " A Course in In-Memory Data Management" by Prof. Dr. h.c. Hasso Plattner. This book is the culmination of six years work of in-memory research. As such, it provides the technical foundation for combined transactional and analytical workloads inside one single database as well as examples of new applications that are now possible given the availability of the new technology. The book is available at Springer.