Parallel and Streaming Truth Discovery in Large-Scale Quantitative Crowdsourcing

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Relay discovery and selection for large-scale P2P streaming

In peer-to-peer networks, application relays have been commonly used to provide various networking services. The service performance often improves significantly if a relay is selected appropriately based on its network location. In this paper, we studied the location-aware relay discovery and selection problem for large-scale P2P streaming networks. In these large-scale and dynamic overlays, i...

متن کامل

Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective

In the era of Big Data, data entries, even describing the same objects or events, can come from a variety of sources, where a data source can be a web page, a database or a person. Consequently, conflicts among sources become inevitable. To resolve the conflicts and achieve high quality data, truth discovery and crowdsourcing aggregation have been studied intensively. However, although these tw...

متن کامل

Large-Scale Data Visualization Using Parallel Data Streaming

Effective large-scale data visualization remains a significant and important challenge with analysis codes already producing terabyte results on clusters with thousands of processors. Frequently the analysis codes produce distributed data and consume a significant portion of the available memory per node. This paper presents an architectural approach to handling these visualization problems bas...

متن کامل

Exploring Scientific Discovery with Large-Scale Parallel Scripting

Scientists and the organizations that fund scientific research frequently face difficult questions about how to allocate scarce resources. Should they pursue safe avenues of investigation that incrementally extend current knowledge? Or should they pursue ideas that are far off the beaten track, which are less likely to bear fruit, but more likely to provide revolutionary insights? One group at ...

متن کامل

Visualizing large-scale streaming applications

Stream processing is a new and important computing paradigm. Innovative streaming applications are being developed in areas ranging from scientific applications (for example, environment monitoring), to business intelligence (for example, fraud detection and trend analysis), to financial markets (for example, algorithmic trading systems). In this paper we describe Streamsight, a new visualizati...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Parallel and Distributed Systems

سال: 2016

ISSN: 1045-9219,1558-2183,2161-9883

DOI: 10.1109/tpds.2016.2515092