Abstract: In the area of network monitoring and measurement a number of good tools are already available. However, most mature tools do not account for changes in network management brought about through Software Defined Networking (SDN). New tools developed to address the SDN paradigm often lack both observation scope and…
An Edge-Focused Model for Distributed Streaming Data Applications
Abstract: This paper presents techniques for the description and management of distributed streaming data applications. The proposed solution provides an abstract description language and operational graph model for supporting collections of autonomous components functioning as distributed systems. Using our approach, applications supporting millions of devices can be easily modeled using…
Constellation: A secure self-optimizing framework for genomic processing
Abstract: The Constellation framework is designed for process automation, secure workload distribution, and performance optimization for genomic processing. The goal of Constellation is to provide a flexible platform for the processing of custom ”write once run anywhere” genomic pipelines, across a range of computational resources and environments, through the agent-based…
Encyclopedia of Cloud Computing : Educational Applications of the Cloud
Encyclopedia of Cloud Computing Editor(s): San Murugesan Irena Bojanova First published:13 May 2016 Print ISBN:9781118821978 |Online ISBN:9781118821930 |DOI:10.1002/9781118821930 Copyright © 2016 John Wiley & Sons, Ltd. Chapter 41: Educational Applications of the Cloud This chapter covers a broad range of cloud computing concepts, technologies, and challenges related to education. We…
Collating time-series resource data for system-wide job profiling
Abstract: Through the collection and association of discrete time-series resource metrics and workloads, we can both provide benchmark and intra-job resource collations, along with system-wide job profiling. Traditional RDBMSes are not designed to store and process long-term discrete time-series metrics and the commonly used resolution-reducing round robin databases (RRDB), make…
OpenStack in Action
ACM Link Publisher Link Amazon Link Citation: Bumgardner, VK Cody. OpenStack in Action. Manning Publications Company, 2016. Summary OpenStack in Action offers the real world use cases and step-by-step instructions you can take to develop your own cloud platform from from inception to deployment. This book guides you through the…
Scalable hybrid stream and hadoop network analysis system
Collections of network traces have long been used in network traffic analysis. Flow analysis can be used in network anomaly discovery, intrusion detection and more generally, discovery of actionable events on the network. The data collected during processing may be also used for prediction and avoidance of traffic congestion, network…