Present and future directions in data warehousing
ACM SIGMIS Database
A cost oriented algorithm for data set allocation in storage hierarchies
Communications of the ACM
Building the Operational Data Store
Building the Operational Data Store
Introduction to Algorithms
Coordinated Placement and Replacement for Large-Scale Distributed Caches
IEEE Transactions on Knowledge and Data Engineering
Track-Aligned Extents: Matching Access Patterns to Disk Drive Characteristics
FAST '02 Proceedings of the Conference on File and Storage Technologies
Weaving Relations for Cache Performance
Proceedings of the 27th International Conference on Very Large Data Bases
Database Architecture for Data Warehousing: An Evolutionary Approach
DEXA '98 Proceedings of the 9th International Conference on Database and Expert Systems Applications
Data placement in shared-nothing parallel database systems
The VLDB Journal — The International Journal on Very Large Data Bases
Database tuning advisor for microsoft SQL server 2005: demo
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Recommending Materialized Views and Indexes with IBM DB2 Design Advisor
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Automatic physical design tuning: workload as a sequence
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
FlashDB: dynamic self-tuning database for NAND flash
Proceedings of the 6th international conference on Information processing in sensor networks
Load balancing and data placement for multi-tiered database systems
Data & Knowledge Engineering
Design of flash-based DBMS: an in-page logging approach
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
An efficient B-tree layer implementation for flash-memory storage systems
ACM Transactions on Embedded Computing Systems (TECS)
Automatic SQL tuning in oracle 10g
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
The five-minute rule twenty years later, and how flash memory changes the rules
DaMoN '07 Proceedings of the 3rd international workshop on Data management on new hardware
A case for flash memory ssd in enterprise database applications
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Proceedings of the VLDB Endowment
Modeling the performance of algorithms on flash memory devices
Proceedings of the 4th international workshop on Data management on new hardware
Fast scans and joins using flash drives
Proceedings of the 4th international workshop on Data management on new hardware
Algorithms for the database layout problem
ICDT'05 Proceedings of the 10th international conference on Database Theory
PR-join: a non-blocking join achieving higher early result rate with statistical guarantees
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
SSD bufferpool extensions for database systems
Proceedings of the VLDB Endowment
MaSM: efficient online updates in data warehouses
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Turbocharging DBMS buffer pool using SSDs
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Data management over flash memory
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Towards cost-effective storage provisioning for DBMSs
Proceedings of the VLDB Endowment
Proceedings of the VLDB Endowment
Flash-based extended cache for higher throughput and faster recovery
Proceedings of the VLDB Endowment
The impact of solid state drive on search engine cache management
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Hotness-aware buffer management for flash-based hybrid storage systems
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Making updates disk-I/O friendly using SSDs
Proceedings of the VLDB Endowment
Hybrid storage management for database systems
Proceedings of the VLDB Endowment
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Solid state disks (SSDs) provide much faster random access to data compared to conventional hard disk drives. Therefore, the response time of a database engine could be improved by moving the objects that are frequently accessed in a random fashion to the SSD. 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 most improve the performance of the system. In this paper we propose a tool called "Object Placement Advisor" for making a wise decision for the object placement problem. By collecting profile inputs from workload runs, the advisor utility provides a list of objects to be placed on the SSD by applying heuristics like the greedy knapsack technique or dynamic programming. To show that the proposed approach is effective in conventional database management systems, we have conducted experiments on IBM DB2 with queries and schemas based on the TPC-H and TPC-C benchmarks. The results indicate that using a relatively small amount of SSD storage, the response time of the system can be reduced significantly by considering the recommendation of the advisor.