عنوان فارسی مقاله:  شی گرایی در تقابل با بزرگ داده


عنوان انگلیسی مقاله:

Object-Orientation Meets Big Data






 

فهرست مطالب

Object-Orientation Meets Big Data

Big Data Applications

Big Data, Big Challenges

Example Performance Problems

What is Happening?

Consequences

Our Proposal 

Buffer-based Memory Management

Accessor-based Programming Model

Accessor Structure

An Initial Evaluation of Performance on PageRank

The Current Status

Why not switch back to An Unmanaged Language




بخشی از مقاله

Accessor-based Programming Model

Data are all in buffers now

We create objects only to represent accessors (not data items)

An accessor can bind itself to different data items (i.e., reuse)

For each type of data structure, we form an accessor structure, in which each accessor accesses a data item







 

کلمات کلیدی: 

Big Data: Related Technologies, Challenges and Future Prospects https://books.google.com/books?isbn=331906245X Min Chen, ‎Shiwen Mao, ‎Yin Zhang - 2014 - ‎Computers What's more, the application of big data to specific fields needs the participation of ... complex, object-oriented design methods are developed. ... appeared in the era when cloud computing meets big data applications, and SDN seems to be ... Language, compiler, and runtime system support towards highly ... https://www.researchgate.net/.../266660941_Language_compiler_and_runtime_system_... When object-orientation meets Big Data, performance problems are significantly magnified, making data-intensive computing systems fail to scale to large ... Invited Talk Abstract - ACM Digital Library dl.acm.org/ft_gateway.cfm?id=2638835 by G Xu - ‎2014 towards Highly Scalable Big Data Application ... Modern computing has entered the era of Big Data. ... When object-orientation meets Big Data, performance. Object-oriented programming - ACM Digital Library - Association for ... dl.acm.org/citation.cfm?id=2694345 by K Nguyen - ‎2015 - ‎Cited by 22 - ‎Related articles Mar 14, 2015 - A managed object-oriented programming language such as Java is ... When the managed runtime meets Big Data, this cost is significantly ... [PDF]Big Data Meets Fast Data with ThingSpan - Objectivity, Inc. www.objectivity.com/wp-content/uploads/thingspandatasheet.pdf Big Data. HDFS. Workflow Using DataFrames. Apache Spark. Hadoop. Spark Streaming ... The Object-Oriented Approach to Advanced Information Fusion.