Papers Papers/2020



Paper Unlock

Authors: Till Kolditz ; Dirk Habich ; Patrick Damme ; Wolfgang Lehner ; Dmitrii Kuvaiskii ; Oleksii Oleksenko and Christof Fetzer

Affiliation: Technische Universität Dresden, Germany

Keyword(s): In-memory Database Systems, Data Integrity, Lightweight Data Compression, AN Encoding.

Related Ontology Subjects/Areas/Topics: Data Engineering ; Data Integrity ; Data Management and Quality ; Data Structures and Data Management Algorithms ; Databases and Data Security ; Information and Systems Security

Abstract: Nowadays, database systems pursuit a main memory-centric architecture, where the entire business-related data is stored and processed in a compressed form in main memory. In this case, the performance gain is massive because database operations can benefit from its higher bandwidth and lower latency. However, current main memory-centric database systems utilize general-purpose error detection and correction solutions to address the emerging problem of increasing dynamic error rate of main memory. The costs of these generalpurpose methods dramatically increases with increasing error rates. To reduce these costs, we have to exploit context knowledge of database systems for resiliency. Therefore, we introduce our vision of resiliency-aware data compression in this paper, where we want to exploit the benefits of both fields in an integrated approach with low performance and memory overhead. In detail, we present and evaluate a first approach using AN encoding and two different compressio n schemes to show the potentials and challenges of our vision. (More)


Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Kolditz, T.; Habich, D.; Damme, P.; Lehner, W.; Kuvaiskii, D.; Oleksenko, O. and Fetzer, C. (2015). Resiliency-aware Data Compression for In-memory Database Systems. In Proceedings of 4th International Conference on Data Management Technologies and Applications - DATA, ISBN 978-989-758-103-8; ISSN 2184-285X, pages 326-331. DOI: 10.5220/0005557303260331

author={Till Kolditz. and Dirk Habich. and Patrick Damme. and Wolfgang Lehner. and Dmitrii Kuvaiskii. and Oleksii Oleksenko. and Christof Fetzer.},
title={Resiliency-aware Data Compression for In-memory Database Systems},
booktitle={Proceedings of 4th International Conference on Data Management Technologies and Applications - DATA,},


JO - Proceedings of 4th International Conference on Data Management Technologies and Applications - DATA,
TI - Resiliency-aware Data Compression for In-memory Database Systems
SN - 978-989-758-103-8
IS - 2184-285X
AU - Kolditz, T.
AU - Habich, D.
AU - Damme, P.
AU - Lehner, W.
AU - Kuvaiskii, D.
AU - Oleksenko, O.
AU - Fetzer, C.
PY - 2015
SP - 326
EP - 331
DO - 10.5220/0005557303260331