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An object placement advisor for DB2 using solid state storage

Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang
2009 Proceedings of the VLDB Endowment  
In this paper we propose a tool called "Object Placement Advisor" for making a wise decision for the object placement problem.  ...  Considering the price and limited storage capacity of solid state disks, the database administrator needs to determine which objects (tables, indexes, materialized views, etc.), if placed on the SSD, would  ...  INTRODUCTION Solid state disks (SSDs) have been introduced by a number of vendors in the last few years. SSDs provide persistent data storage using a form of solid-state flash memory.  ... 
doi:10.14778/1687553.1687557 fatcat:i6xshaaxhvhlnauepsk3nvehd4

Making updates disk-I/O friendly using SSDs

Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee
2013 Proceedings of the VLDB Endowment  
To achieve this end, we re-design persistent index data structures in the storage hierarchy to employ an extra level of indirection.  ...  The indirection level is stored on solid state disks that can support very fast random I/Os, so that traversing the extra level of indirection incurs a relatively small overhead.  ...  To address this dilemma, we utilize a solid state storage layer.  ... 
doi:10.14778/2536222.2536226 fatcat:jjmrhlyb4rdndmn355nuybbqdu

Welcome Message from the General Chair

2006 International Conference on Dependable Systems and Networks (DSN'06)  
We are grateful to all members of these committees for their time and efforts.  ...  In all three occasions, the Canadian Databases community served as backbone for the organizing and the programme committees.  ...  contents presented in this document would not have been available to the attendees of the VLDB conference without the contributions of Mike Godfrey (MG) and Dave Wortman (DW), who compiled similar guides for  ... 
doi:10.1109/dsn.2006.75 dblp:conf/dsn/X06 fatcat:k4duddvbk5glboxkqxkkfsh4p4

Hybrid storage management for database systems

Xin Liu, Kenneth Salem
2013 Proceedings of the VLDB Endowment  
The use of flash-based solid state drives (SSDs) in storage systems is growing.  ...  We are interested in the use of hybrid storage systems, consisting of SSDs and hard disk drives (HDDs), for database management.  ...  They design an algorithm to place read-intensive pages on the SSD and write-intensive pages on the HDD. Canim, et al. [1] introduce an object placement advisor for DB2.  ... 
doi:10.14778/2536354.2536355 fatcat:6w3pwzqmznehvdnbn5iiefsxjq

Virtualization for Data Management Services [chapter]

Wolfgang Lehner, Kai-Uwe Sattler
2013 Web-Scale Data Management for the Cloud  
Heterogeneous storage systems can be tiered to benefit from different characteristics of, e.g., magnetic or solid state disk based systems.  ...  For instance, IBM DB2 supports XML columns [9, 28] , which can be directly queried with XQuery [39] .  ... 
doi:10.1007/978-1-4614-6856-1_2 fatcat:6gah3pe5pffrfk2nm22nvcavlm

Online Tuning of Aggregation Tables for OLAP

Katja Hose, Daniel Klan, Kai-Uwe Sattler
2009 Proceedings / International Conference on Data Engineering  
In this paper we present an online approach for adjusting the configuration dynamically to the current workload.  ...  This problem is known as the view selection problem: choosing the optimal set of aggregation tables (called configuration) for a given workload.  ...  Some of these tools work also at the OLAP level, e.g., the IBM DB2 Cube View Optimization Advisor. Even Mondrian offers an Aggregation Designer, but this tool is not workload-aware.  ... 
doi:10.1109/icde.2009.155 dblp:conf/icde/HoseKS09 fatcat:wqykbyghnjchzfg2jdldyhdqwq

Turbocharging DBMS buffer pool using SSDs

Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson
2011 Proceedings of the 2011 international conference on Management of data - SIGMOD '11  
Flash solid-state drives (SSDs) are changing the I/O landscape, which has largely been dominated by traditional hard disk drives (HDDs) for the last 50 years.  ...  In this paper we propose and systematically explore designs for using an SSD to improve the performance of a DBMS buffer manager.  ...  [6] describes an object placement advisor that collects I/O statistics for a workload and uses a greedy algorithm and dynamic programming to calculate the optimal set of tables or indexes to migrate  ... 
doi:10.1145/1989323.1989442 dblp:conf/sigmod/DoZPDNH11 fatcat:32ztev7u3zhb3dibpmgppjdgeq

Towards Polyglot Data Stores – Overview and Open Research Questions [article]

Daniel Glake, Felix Kiehn, Mareike Schmidt, Fabian Panse, Norbert Ritter
2022 arXiv   pre-print
This paper describes representative real-world use cases for data-intensive applications (OLTP and OLAP). It derives a set of requirements for polyglot data stores.  ...  Since no single platform copes everything, various stores (RDBMS, NewSQL, NoSQL) for different workloads and use-cases have been developed.  ...  The Storage Advisor module splits each data set into fragments and chooses the backend system for each fragment based on the underlying data model, where to store them accordingly.  ... 
arXiv:2204.05779v1 fatcat:gshjmm6lnrev3m2anzhnk6gaoi

Adaptive quality of service management for enterprise services

Daniel Gmach, Stefan Krompass, Andreas Scholz, Martin Wimmer, Alfons Kemper
2008 ACM Transactions on the Web  
These service oriented architectures (SOAs) require advanced automatic and adaptive management concepts in order to achieve a high quality of service level in terms of, for example, availability, responsiveness  ...  service-to-server allocation based on automatically detected service utilization patterns, -adaptive service management based on a fuzzy controller that remedies exceptional situations by automatically initiating, for  ...  We thank Stefan Seltzsam for the development of ServiceGlobe and his support in AutoGlobe.  ... 
doi:10.1145/1326561.1326569 fatcat:ufu3nqm6rndanmhnh6batu6xx4

Fusion insight librA

Le Cai, Jacques Hebert, Kamini Jagtiani, Suzhen Lin, Ye Liu, Demai Ni, Chunfeng Pei, Jason Sun, Yongyan Wang, Li Zhang, Mingyi Zhang, Jianjun Chen (+8 others)
2018 Proceedings of the VLDB Endowment  
It started as a prototype more than five years ago, and is now being used by many enterprise customers over the globe, including some of the world's largest financial institutions.  ...  requirements from our customers related to data analytics on the cloud: system availability, auto tuning, query over heterogeneous data models on the cloud, and the ability to utilize powerful modern hardware for  ...  First, cloud storage service such as AWS S3, Microsoft Azure Storage, as well as Huawei cloud's OBS (Object Block Storage) have been widely used.  ... 
doi:10.14778/3229863.3229870 fatcat:zwxgz2se5fcehmnvyliwmktoey

Throughput improvements for BPEL engines : implementation techniques and measurements applied to SWoM [article]

Dieter Roller, Universität Stuttgart, Universität Stuttgart
optimal resource exploitation, where the infrastructure, IBM WebSphere for the application server and IBM DB2 as the database environment, provides for the necessary robustness, and (4) a flow optimizer  ...  In the thesis, a set of optimization techniques for a state-of-the-art WfMS have been developed that delivers the required robustness with the best achievable performance.  ...  Data Placement An important task is the proper placement of the different files that hold the data that IBM DB2, IBM WebSphere, and the SWoM use.  ... 
doi:10.18419/opus-3093 fatcat:4enaep6ds5gspbixgmtu5akr4u

Flash-aware Database Management Systems

Sergej Hardock
Flash SSDs are becoming the primary storage technology for single servers and large data centers.  ...  Besides these advantages, an important role in establishment and quick proliferation of Flash storage was played by the black-box design of SSDs, which guaranteed their backwards compatibility with the  ...  ., SDHC, miniSD) and USB Flash drives; (ii) embedded storage, e.g., Flash memory chips in smartphones, routers, etc; (iii) Flash Solid State Disks (Flash SSDs, or just SSDs hereafter) -mass storage devices  ... 
doi:10.25534/tuprints-00014476 fatcat:bhbbyleitnb6vhywjbf7khdp7q

Biometric template security

Abhishek Nagar
2009 SPIE Newsroom  
Biometric Template Security By Abhishek Nagar With the proliferation of biometric recognition systems, an attacker's benefit in staging a system compromise is also increasing and thus is the need to ensure  ...  See, for example, [41] where minutia descriptors were used to design a state of the art fingerprint matcher.  ...  He has been a great advisor and an unrelenting source of motivation and support throughout the course of my PhD.  ... 
doi:10.1117/2.1200911.001590 fatcat:3uykbccxwnfcpcodymfook557y

Biometric Template Security

Anil K Jain, Karthik Nandakumar, Abhishek Nagar
2008 EURASIP Journal on Advances in Signal Processing  
Biometric Template Security By Abhishek Nagar With the proliferation of biometric recognition systems, an attacker's benefit in staging a system compromise is also increasing and thus is the need to ensure  ...  See, for example, [41] where minutia descriptors were used to design a state of the art fingerprint matcher.  ...  He has been a great advisor and an unrelenting source of motivation and support throughout the course of my PhD.  ... 
doi:10.1155/2008/579416 fatcat:rrogtu2eh5d3dpyftnwm5dd2m4

Linear Scalability of Distributed Applications

Nicolas Bonvin
an object in order to optimize its placement.  ...  to improve the first placement of an object extra computing costs.  ... 
doi:10.5075/epfl-thesis-5278 fatcat:cqwluzkzojgozb362zlaxt3z4e
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