Data Management on New Hardware: 7th International Workshop by Spyros Blanas,Rajesh Bordawekar,Tirthankar Lahiri,Justin

By Spyros Blanas,Rajesh Bordawekar,Tirthankar Lahiri,Justin Levandoski,Andrew Pavlo

This e-book includes chosen papers from the seventh overseas Workshop on Accelerating Analytics and information administration platforms utilizing glossy Processor and garage Architectures, ADMS 2016, and the 4th foreign Workshop on In-Memory facts administration and Analytics, IMDM 2016, held in New Dehli, India, in September 2016. The joint Workshops have been co-located with VLDB 2016. The nine papers awarded have been conscientiously reviewed and chosen from 18 submissions. They examine possibilities in accelerating analytics/data administration platforms and workloads (including conventional OLTP, facts warehousing/OLAP, ETL streaming/real-time, company analytics, and XML/RDF processing) working memory-only environments, utilizing processors (e.g. commodity and really good multi-core, GPUs and FPGAs, garage structures (e.g. storage-class stories like SSDs and phase-change memory), and hybrid programming versions like CUDA, OpenCL, and Open ACC. The papers additionally discover the interaction among total procedure layout, middle algorithms, question optimization recommendations, programming techniques, functionality modeling and review, from the viewpoint of information administration applications.

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Distributed Hash Table: Theory, Platforms and Applications by Hao Zhang,Yonggang Wen,Haiyong Xie,Nenghai Yu

By Hao Zhang,Yonggang Wen,Haiyong Xie,Nenghai Yu

This SpringerBrief summarizes the improvement of dispensed Hash desk in either educational and commercial fields. It covers the most idea, systems and functions of this key half in allotted structures and purposes, specifically in large-scale dispensed environments. The authors educate the foundations of numerous well known DHT systems which may clear up sensible difficulties corresponding to load stability, a number of replicas, consistency and latency. in addition they suggest DHT-based purposes together with multicast, anycast, disbursed dossier structures, seek, garage, content material supply community, dossier sharing and communique. those structures and purposes are utilized in either educational and advertisements fields, making allotted Hash desk a beneficial source for researchers and professionals.

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Teaching and Learning in Information Retrieval: 31 (The by Efthimis Efthimiadis,Juan M. Fernández-Luna,Juan F.

By Efthimis Efthimiadis,Juan M. Fernández-Luna,Juan F. Huete,Andrew MacFarlane

Information Retrieval has turn into a truly energetic study box within the twenty first century. Many from academia and current their concepts within the box in a wide selection of meetings and journals. businesses move this new wisdom on to most of the people through prone akin to net se's on the way to enhance their info looking experience.

In parallel, educating IR is popping into an immense element of IR mostly, not just since it is important to impart powerful seek options to utilize the IR instruments to be had, but in addition simply because we needs to supply a very good origin for these scholars who turns into the driver of destiny IR technologies.

There are only a few assets for educating and studying in IR, the foremost challenge which this booklet is designed to unravel. the target is to supply principles and functional adventure of training and studying IR, for these whose activity calls for them to coach in a single shape or one other, and the place supplying IR classes is an incredible a part of their operating lives.

In this context of offering a better profile for instructing and  studying as utilized to IR, the co-editor of this ebook, Efthimis Efthimiathis, had maintained a number one position in educating and studying in the area of IR for a couple of years. This ebook represents a posthumous instance of his efforts within the zone, as he passed on to the great beyond in April 2011. This e-book, his e-book, is devoted to his memory.

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Proactive Data Mining with Decision Trees (SpringerBriefs in by Haim Dahan,Shahar Cohen,Lior Rokach,Oded Maimon

By Haim Dahan,Shahar Cohen,Lior Rokach,Oded Maimon

This ebook explores a proactive and domain-driven way to type projects. This novel proactive method of information mining not just induces a version for predicting or explaining a phenomenon, but additionally makes use of particular problem/domain wisdom to signify particular activities to accomplish optimum alterations within the worth of the objective characteristic. particularly, the authors recommend a selected implementation of the domain-driven proactive strategy for type bushes. The publication facilities at the center proposal of relocating observations from one department of the tree to a different. It introduces a unique splitting criterion for determination bushes, termed maximal-utility, which maximizes the possibility of bettering profitability within the output tree. real-world case experiences, one among a number one instant operator and the opposite of an important protection corporation, also are incorporated and display how employing the proactive method of category initiatives can clear up company difficulties. Proactive info Mining with determination bushes is meant for researchers, practitioners and advanced-level students.

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Information Retrieval Architecture and Algorithms by Gerald Kowalski

By Gerald Kowalski

This textual content provides a theoretical and functional exam of the most recent advancements in details Retrieval and their program to present platforms. via beginning with a useful dialogue of what's wanted for a knowledge process, the reader can seize the scope of data retrieval difficulties and realize the instruments to unravel them. The booklet takes a approach method of discover each practical processing step in a process from ingest of an merchandise to be listed to exhibiting effects, exhibiting how implementation judgements upload to the knowledge retrieval aim, and hence delivering the person with the wanted end result, whereas minimizing their assets to acquire these results.

The textual content stresses the present migration of data retrieval from simply textual to multimedia, expounding upon multimedia seek, retrieval and exhibit, in addition to vintage and new textual innovations. It additionally introduces advancements in undefined, and extra importantly, seek architectures, equivalent to these brought through Google, which will process scalability issues.

About this textbook:

  • A first direction textual content for complex point classes, supplying a survey of data retrieval process idea and structure, entire with tough exercises
  • Approaches info retrieval from a realistic platforms view to ensure that the reader to understand either scope and solutions
  • Features what's plausible utilizing current applied sciences and investigates what deficiencies warrant extra exploration

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White Space Communication: Advances, Developments and by Amit Kumar Mishra,David Lloyd Johnson

By Amit Kumar Mishra,David Lloyd Johnson

This monograph offers a suite of significant advancements prime towards the implementation of white area expertise - an rising instant normal for utilizing instant spectrum in destinations the place it's unused by means of authorized clients. the various key examine components within the box are lined. those comprise rising criteria, technical insights from early pilots and simulations, software program outlined radio systems, geo-location spectrum databases and present white area spectrum utilization in India and South Africa.

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Computational Collective Intelligence: 8th International by Ngoc-Thanh Nguyen,Lazaros Iliadis,Yannis Manolopoulos,Bogdan

By Ngoc-Thanh Nguyen,Lazaros Iliadis,Yannis Manolopoulos,Bogdan Trawiński

This two-volume  set (LNAI 9875 and LNAI 9876) constitutes the refereed complaints of the eighth foreign convention on Collective Intelligence, ICCCI 2016, held in Halkidiki, Greece, in September 2016.

The 108 complete papers provided have been rigorously reviewed and chosen from 277 submissions. 

The objective of this convention is to supply an across the world revered discussion board for clinical examine within the computer-based tools of collective intelligence and their purposes in (but no longer constrained to) such fields as crew determination making, consensus computing, wisdom integration, semantic net, social networks and multi-agent systems. 

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OpenStack Cloud Computing Cookbook by Kevin Jackson

By Kevin Jackson

A Cookbook filled with useful and appropriate recipes that may enable you use the complete features of OpenStack like by no means prior to. This ebook is aimed toward procedure directors and technical architects relocating from a virtualized atmosphere to cloud environments with familiarity of cloud computing systems. wisdom of virtualization and handling linux environments is expected.

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Oracle Database Upgrade, Migration & Transformation Tips & by Edward Whalen,Jim Czuprynski

By Edward Whalen,Jim Czuprynski

A functional roadmap for database improve, migration, and transformation

This Oracle Press advisor presents most sensible practices for migrating among varied working platforms and systems, reworking current databases to take advantage of diversified garage or company platforms, and upgrading databases from one unencumber to the following. in response to the specialist authors’ real-world event, Oracle Database improve, Migration & Transformation counsel & Techniques might help you decide the simplest migration direction in your undertaking and strengthen a good method. Code examples and specific checklists are incorporated during this accomplished resource.

  • Leverage the good points of Oracle facts defend emigrate an Oracle Database
  • Use Oracle restoration supervisor, moveable tablespace units, and conveyable database toolsets emigrate among platforms
  • Migrate databases with export/import
  • Use Oracle GoldenGate for 0 or near-zero downtime migrations
  • Take good thing about the Cross-Platform moveable Tablespace Set utility
  • Migrate to new garage systems utilizing the positive aspects of Oracle automated garage Management
  • Upgrade to Oracle Database 12c with the Database improve Assistant tool
  • Move seamlessly to Oracle's engineered systems
  • Migrate to the cloud

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Future Data and Security Engineering: Second International by Tran Khanh Dang,Roland Wagner,Josef Küng,Nam Thoai,Makoto

By Tran Khanh Dang,Roland Wagner,Josef Küng,Nam Thoai,Makoto Takizawa,Erich Neuhold

This booklet constitutes the refereed court cases of the second one overseas
Conference on destiny facts and safeguard Engineering, FDSE 2015, held in Ho Chi
Minh urban, Vietnam, in November 2015. The 20 revised complete papers and three brief papers awarded have been
carefully reviewed and chosen from 88 submissions. they've been prepared in
the following topical sections: mammoth facts analytics and big dataset mining; defense
and privateness engineering; crowdsourcing and social community information analytics;
sensor databases and purposes in shrewdpermanent domestic and town; rising information administration platforms and purposes; context-based research and purposes; and knowledge versions and advances in question processing.

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