Note: this is a personal blog post, and doesnât reflect the views of my employers at Cloudera Map-Reduce is on its way out. But we shouldnât measure its importance in the number of bytes it crunches, but the fundamental shift in data processing architectures it helped popularise. This morning, at their I/O Conference, Google revealed that theyâre not using Map-Reduce to process data internally at
pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language. Install pandas now!
Summary Information Systems researchers and technologists have built and investigated computerized Decision Support Systems (DSS) for approximately 40 years. This article chronicles and explores the developments related to building and deploying DSS. The journey begins with building model-driven DSS in the late 1960s, theory developments in the 1970s, and implementation of financial planning syste
Kazuki Ohta @kzk_mover MPP DBã¨ãã¦å¤åã®SybaseIQã¯15年以ä¸åå¨ãã¦ãããå¤æ®µæãæé ãªå¥´ãããã対ãã¦Hadoopã使ã£ã¦ã人ã¯çç±ãããããå®ãã¦æ軽ãªMPPãã¼ã¿ãã¼ã¹ãåºã¦ããããå®æã«Hadoopãããã¡ãã«ç§»ãã®ã¯ã·ã¹ãã ã®Pros/Consãæ£ããç解ãã¦ããªãã£ãã±ã¼ã¹ã Kazuki Ohta @kzk_mover Twitter/Evernote/Netflixãè¦ã¦ããã¨ãçã®éæ§é åãã¼ã¿ãã¨ã«ããHadoopã«è²¯ããMRã§æ§é åãããã¼ã¿ãã¥ã¼ããMPPDBã«å ¥ãä½ã¬ã¤ãã³ã·ã§è§£æããã®ãåã¡ãã¿ã¼ã³ã大ä¼æ¥ã§ã¯å ¨ãã¼ã¿ã½ã¼ã¹ã®ã¹ãã¼ããITé¨éã管çããã®ã¯å°é£ãããã¯ä¸å¯è½ã
ãã¼ã¿ãã¼ã¹ãã¾ããã¨ã¡ã¤ã³ã¡ã¢ãªä¸ã§å¦çãããã¨ã«ãããå¾æ¥ã®ãã¼ããã£ã¹ã¯ãã¼ã¹ã®ãªã¬ã¼ã·ã§ãã«ãã¼ã¿ãã¼ã¹ãããåçãªé«éåãå®ç¾ããã¤ã³ã¡ã¢ãªãã¼ã¿ãã¼ã¹ã§ããMemSQLã®ææ°çãMemSQL 2.0ããå ¬éããã¾ããã MemSQL 2.0ã¯ã¤ã³ã¡ã¢ãªã®ã¹ãã¼ãã¨SQLã§ã®åãåãããã¹ã±ã¼ã«ã¢ã¦ãæ©è½ãããã¦ã¨ã³ã¿ã¼ãã©ã¤ãºå¯¾å¿ã®å¯ç¨æ§ãªã©ã4ã¤ã®ç¹å¾´ãæã¤ã¨èª¬æããã¦ãã¾ãã In-memory architecture Ad hoc SQL-based analytics Horizontal scale-out on commodity hardware Enterprise-grade durability and high availability ã¹ã±ã¼ã«ã¢ã¦ãã§ãã¼ã¿ã¦ã§ã¢ãã¦ã¹ã«å¯¾å¿ MemSQL 2.0ã¯ã¤ã³ã¡ã¢ãªãã¼ã¿ãã¼ã¹ã®ç¹å¾´ã§ããé«éãªå¦çã«å ãã¦ã
From the best-known companies in enterprise software to start-ups, everyone is jumping on the big data bandwagon. The potential of big data to bring insights and intelligence into enterprises is a strong motivator, where managers are constantly looking for the competitive edge to win in their chosen  markets. With so much potential to provide enterprises with enhanced analytics, insights and inte
This document discusses GMO Internet's data analytics system for analyzing social game data from over 500 game titles across multiple data centers in Japan and the US. It summarizes the system's architecture, which uses Hadoop/Hive to process logging data from game servers into hourly, daily, weekly, and monthly reports on key performance indicators. The system partitions and stores large volumes
The market for business analytics software grew 14 percent in 2011 and will hit $50.7 billion in revenue by 2016, according to market research firm IDC. And, that segment will grow at a 9.8-percent-a-year clip until then, IDC predicts, driven in part by the current hype around big data. The renewed importance of analytics software comes as the idea of  big data has opened companiesâ eyes as to the
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Trends and Information on AI, Big Data, New Data Management Technologies, Data Science and Innovation. âHow much more complexity can human developers and organizations deal with?ââ Tom Fastner, eBay. Much has already been written about analytics at eBay. But what is the current status? Which data platforms and data management technologies do they currently use? I asked a few questions to Tom Fastn
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