ENGINEERING RESEARCH PAPERS

APACHE SPARK IEEE PAPER 2018




Transparent Avoidance of Redundant Data Transfer on GPU-enabled Apache Spark
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ABSTRACT This paper presents an extension to IBMSparkGPU, which is an Apache Spark framework capable of compute-or memoryintensive tasks on a graphics processing unit (GPU). The key contribution of this extension is an automated runtime that implicitly avoids

Example of Log Analysis with Apache Spark
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ABSTRACT With todays technology and the widespread use of the Internet, data is generated instantaneously. With the proliferation of these data, the process of extracting information becomes important and the information to be extracted from the data can be valuable for the

Data Model Optimization for Reducing Computational Cost at Apache Spark
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ABSTRACT As the performance of distributed parallel processing on big data is considered as a main concern, Apache Spark the most prevalent open source based distributed processing engine has triggering much interest for performance optimization. According to

RDF Query Answering Using Apache Spark : Review and Assessment
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ABSTRACT The explosion of the web and the abundance of linked data demand for effective and efficient methods for storage, management and querying. More specifically, the everincreasing size and number of RDF data collections raises the need for efficient query

Transparent Avoidance of Redundant Data Transfer on GPU-enabled Apache Spark
free download

ABSTRACT This paper presents an extension to IBMSparkGPU, which is an Apache Spark framework capable of compute-or memoryintensive tasks on a graphics processing unit (GPU). The key contribution of this extension is an automated runtime that implicitly avoids

A Distributed Online Learning Approach for Pattern Prediction over Movement Event Streams with Apache Flink
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ABSTRACT In this paper, we present a distributed online prediction system for user-defined patterns over multiple massive streams of movement events, built using the general purpose stream processing framework Apache Flink. The proposed approach is based on combining

Expert Apache Cassandra Administration
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This chapter provides a quick summary of the Cassandra Query Language (CQL). Understanding how to perform various types of DML (data manipulation language) operations such as selecting, inserting, and updating data is critical, and youll learn the

How do developers fix issues and pay back technical debt in the Apache ecosystem
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ABSTRACT During software evolution technical debt (TD) follows a constant ebb and flow, being incurred and paid back, sometimes in the same day and sometimes ten years later. There have been several studies in the literature investigating how technical debt in source

Supporting Similarity Queries in Apache AsterixDB
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ABSTRACT Many applications require similarity query processing. Most existing work took an algorithmic approach, developing indexing structures, algorithms, and/or various optimizations. In this work, we choose to take a different, systems-oriented approach. We

Cloak Encryption in Apache
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ABSTRACT The tremendous growth of mobile devices has pro-generated new form of security flaws. The manifest based permission in android devices is one of the hefty security threats among all. We propose cloak protocol based encryption. We use exterior apache

Example of Log Analysis with Apache Spark
free download

ABSTRACT With todays technology and the widespread use of the Internet, data is generated instantaneously. With the proliferation of these data, the process of extracting information becomes important and the information to be extracted from the data can be valuable for the

RDF Query Answering Using Apache Spark: Review and Assessment
free download

ABSTRACT The explosion of the web and the abundance of linked data demand for effective and efficient methods for storage, management and querying. More specifically, the everincreasing size and number of RDF data collections raises the need for efficient query

A COMPARATIVE STUDY BETWEEN APACHE II AND RANSON SCORING SYSTEMS IN PREDICTING THE SEVERITY OF ACUTE PANCREATITIS
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BACKGROUND Acute pancreatitis is a condition which involves a wide variety of clinical signs and symptom. The course of which ranges from a mild self-limiting inflammatory process to a more fulminant course which could involve multiorgan dysfunction and lead to

Apache Samza
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Apache Samza is an open source framework for distributed processing of highvolume event streams. Its primary design goal is to support high throughput for a wide range of processing patterns, while providing operational robustness at the massive scale required by Internet

ONLINE BIOMETRIC VERIFICATION USING APACHE STORM ON PUBLIC CLOUD
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ABSTRACT Biometric is one of the human trait which is being used for the identification and verification purpose. This paper entitles the importance of online Biometric recognition system in realtime application. It covers how this Biometric recognition system is

Data Model Optimization for Reducing Computational Cost at Apache Spark
free download

ABSTRACT As the performance of distributed parallel processing on big data is considered as a main concern, Apache Spark the most prevalent open source based distributed processing engine has triggering much interest for performance optimization. According to
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