Encapsulation of parallelism in the Volcano query processing system
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Parallel database systems: the future of high performance database systems
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The Gamma Database Machine Project
IEEE Transactions on Knowledge and Data Engineering
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
On efficient wear leveling for large-scale flash-memory storage systems
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Map-reduce-merge: simplified relational data processing on large clusters
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MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Dryad: distributed data-parallel programs from sequential building blocks
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MRPSO: MapReduce particle swarm optimization
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A group-based wear-leveling algorithm for large-capacity flash memory storage systems
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
Evaluating MapReduce for Multi-core and Multiprocessor Systems
HPCA '07 Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture
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FlashLogging: exploiting flash devices for synchronous logging performance
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
A buffer replacement algorithm exploiting multi-chip parallelism in solid state disks
CASES '09 Proceedings of the 2009 international conference on Compilers, architecture, and synthesis for embedded systems
FAWN: a fast array of wimpy nodes
Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles
Characterizing flash memory: anomalies, observations, and applications
Proceedings of the 42nd Annual IEEE/ACM International Symposium on Microarchitecture
Nonvolatile memristor memory: device characteristics and design implications
Proceedings of the 2009 International Conference on Computer-Aided Design
Energy-efficient cluster computing with FAWN: workloads and implications
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Robust and flexible power-proportional storage
Proceedings of the 1st ACM symposium on Cloud computing
SieveStore: a highly-selective, ensemble-level disk cache for cost-performance
Proceedings of the 37th annual international symposium on Computer architecture
DASH-IO: an empirical study of flash-based IO for HPC
Proceedings of the 2010 TeraGrid Conference
Cheap and large CAMs for high performance data-intensive networked systems
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
ChunkStash: speeding up inline storage deduplication using flash memory
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
FlashPower: a detailed power model for NAND flash memory
Proceedings of the Conference on Design, Automation and Test in Europe
SSD-HDD-hybrid virtual disk in consolidated environments
Euro-Par'09 Proceedings of the 2009 international conference on Parallel processing
FlashStore: high throughput persistent key-value store
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Green server design: beyond operational energy to sustainability
HotPower'10 Proceedings of the 2010 international conference on Power aware computing and systems
Architectures and optimization methods of flash memory based storage systems
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ACM SIGOPS Operating Systems Review
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Allocating inverted index into flash memory for search engines
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FAWN: a fast array of wimpy nodes
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DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
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Performance improvement of I/O subsystems exploiting the characteristics of solid state drives
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part III
Power-efficient networking for balanced system designs: early experiences with PCIe
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As our society becomes more information-driven, we have begun to amass data at an astounding and accelerating rate. At the same time, power concerns have made it difficult to bring the necessary processing power to bear on querying, processing, and understanding this data. We describe Gordon, a system architecture for data-centric applications that combines low-power processors, flash memory, and data-centric programming systems to improve performance for data-centric applications while reducing power consumption. The paper presents an exhaustive analysis of the design space of Gordon systems, focusing on the trade-offs between power, energy, and performance that Gordon must make. It analyzes the impact of flash-storage and the Gordon architecture on the performance and power efficiency of data-centric applications. It also describes a novel flash translation layer tailored to data intensive workloads and large flash storage arrays. Our data show that, using technologies available in the near future, Gordon systems can out-perform disk-based clusters by 1.5× and deliver up to 2.5× more performance per Watt.