Wise words from Tom on approaching performance optimization projects for busy multi-tasking developers. Here’s to an optimized 2012!
Wise words from Tom on approaching performance optimization projects for busy multi-tasking developers. Here’s to an optimized 2012!
LSH Algorithm and Implementation (E2LSH) Locality-Sensitive Hashing (LSH) is an algorithm for solving the approximate or exact Near Neighbor Search in high dimensional spaces. This webpage links to the newest LSH algorithms in Euclidean and Hamming spaces, as well as the E2LSH package, an implementation of an early practical LSH algorithm. Check out also the 2015--2016 FALCONN package, which is a
TU München - Fakultät für Informatik Lehrstuhl III: Datenbanksysteme Summary The HyPer prototype demonstrates that it is indeed possible to build a main-memory database system that achieves world-record transaction processing throughput and best-of-breed OLAP query response times in one system in parallel on the same database state. The two workloads of online transaction processing (OLTP) and onl
Conference full papers and full proceedings are available to conference registrants immediately and to everyone beginning Wednesday, February 15. Everyone can view the abstracts and the proceedings front matter immediately. Proceedings Front Matter: Title Page and List of Organizers | Table of Contents | Message from the Program Co-Chairs| Errata Slip Complete Proceedings (PDF) NEW! E-Book Proceed
A hash function maps a bit vector onto another, usually shorter, bit vector. The result is uniformly distributed, which means that for an input vector chosen at random, each out bit is equally likely to be 0 or 1 and is not correlated with the other bits (unless the size of the range is not a power of 2 in which case the high bits will show correlations). Typically, m > n and this is why hash func
2011年6月に世界最速として認定されたスーパーコンピュータ「京」。Linuxを搭載したスパコンでどうやって最速を実現したのか――。OSやミドルウエアを改良し、独自ハードウエアの性能を最大限にまで引き出せるようにしたシステムの内部を徹底解説する。 目次
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Advances in Neural Information Processing Systems 24 (NIPS 2011) The papers below appear in Advances in Neural Information Processing Systems 24 edited by J. Shawe-Taylor and R.S. Zemel and P.L. Bartlett and F. Pereira and K.Q. Weinberger. They are proceedings from the conference, "Neural Information Processing Systems 2011." Maximum Margin Multi-Instance Learning Hua Wang, Heng Huang, Farhad Kama
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"aka motsu-nabe" by chatani 概要 冬の寒さも一段と厳しくなってまいりました。おでんや鍋が恋しくなる季節です。 さて、最近ようやっと一仕事が終わりまして、長ったらしい記事が書けるようになりました。ですので、今回は2011年にTPAMIで発表された、近似最近傍探索についての論文『Product quantization for nearest neighbor search』について簡単に紹介したいと思います。 この論文は2011年に発表された、最近傍探索アルゴリズムの決定打です。シンプルな理論でありながら既存手法を打ち破るほどの強力な性能を有し、速度も非常に高速、かつ省メモリなのでスマートフォンに載せ、リアルタイムで動作させることも可能です。 以前この手法はCV勉強会@関東で紹介されたらしいのですが、具体的に紹介しているページは(最近すぎるので当たり前ですが)現在
Cdrtools ist eine Reihe von Befehlszeilenprogrammen, die es ermöglichen, CD/DVD/BluRay-Medien zu beschreiben. Es stammt von Jörg Schilling, der auch Schillix entwickelt hat. Die Suite enthält die folgenden Programme: cdrecord – Ein CD/DVD/BD-Brennprogramm readcd – Ein Programm zum Lesen von CD/DVD/BD-Medien mit CD-Klonfunktionen. cdda2wav – Das am weitesten entwickelte CD-Audio-Extraktionsprogramm
Efficient Similarity Query Processing (Previously Efficient Exact Similarity Join) Given a similarity function and two sets of objects, a similarity join returns all pairs of objects (from each set respectively) such that their similarity value satisifies a given criterion. A typical example is to find pairs of documents such that their cosine similarity is above a constant threshold (say, 0.95),
Zipf’s law, named after the Harvard linguistic professor George Kingsley Zipf (1902-1950), is the observation that the frequency of occurrence of some event ( P ), as a function of the rank ( i) when the rank is determined by the above frequency of occurrence, is a power-law function Pi ~ 1/ia with the exponent a close to unity (1). Zipf’s law is a statistical observation that describes the freque
TIPC is implemented as a kernel module, present in all major Linux distributions. It can be configured to transmit messages either on UDP or directly across Ethernet. Message delivery is sequence guaranteed, loss free and flow controlled. Latency times are shorter than with any other known protocol, while maximal throughput is comparable to that of TCP. Learn more
Home > Windows > Microsoft Kernel Engineers Talk About Windows 7’s Kernel Microsoft’s Professional Developers Conference is currently under way, and as usual, the technical fellows at Microsoft gave speeches about the deep architecture of Windows – in this case, Windows 7 of course. As it turns out, quite some seriously impressive changes have been made to the very core of Windows – all without br
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