Results 1 - 10
of
25
Barcelona Supercomputing
"... This article presents ALOJA-Machine Learning (ALOJA-ML) an extension to the ALOJA project that uses ma-chine learning techniques to interpret Hadoop benchmark performance data and performance tuning; here we detail the approach, efficacy of the model and initial results. The ALOJA-ML project is the ..."
Abstract
- Add to MetaCart
is the latest phase of a long-term col-laboration between BSC and Microsoft, to automate the characterization of cost-effectiveness on Big Data deploy-ments, focusing on Hadoop. Hadoop presents a complex ex-ecution environment, where costs and performance depends on a large number of software (SW
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-parallel Cluster Computing
"... Abstract—Data-parallel computing frameworks (DCF) such as MapReduce, Spark, and Dryad etc. have tremendous applications in big data and cloud computing, and throw tons of flows into data center networks. In this paper, we design and implement FLOWPROPHET, a general framework to predict traffic flows ..."
Abstract
- Add to MetaCart
Abstract—Data-parallel computing frameworks (DCF) such as MapReduce, Spark, and Dryad etc. have tremendous applications in big data and cloud computing, and throw tons of flows into data center networks. In this paper, we design and implement FLOWPROPHET, a general framework to predict traffic
HPGMG 1.0: A Benchmark for Ranking High Performance Computing Systems
"... Abstract This document provides an overview of the benchmark -HPGMG -for ranking large scale general purpose computers for use on the Top500 list Summary The High Performance Linpack (HPL) benchmark ) has been a successful metric for ranking high performance computing systems. HPL became a broadly ..."
Abstract
- Add to MetaCart
is composed of computations and data access patterns more commonly found in contemporary applications. Using HPGMG, we aim to create a benchmark for ranking systems that will promote system design improvements that are better aligned to real scientific application performance. Introduction The High
Software and Systems Modeling The final publication is available at www.springerlink.com Performance Modeling and Analysis of Message-oriented Event-driven Systems
"... Abstract Message-oriented event-driven systems are becoming increasingly ubiquitous in many industry do-mains including telecommunications, transportation and supply chain management. Applications in these areas typically have stringent requirements for performance and scalability. To guarantee adeq ..."
Abstract
- Add to MetaCart
-plication in the supply chain management domain. The methodology, which is based on queueing Petri nets, pro-vides a basis for performance analysis and capacity plan-ning. We study a deployment of the SPECjms2007 stan-dard benchmark on a leading commercial middleware platform. A detailed system model is built in a step
Saskatoon By
"... In presenting this thesis in partial fulfilment of the requirements for a Postgraduate degree ..."
Abstract
- Add to MetaCart
In presenting this thesis in partial fulfilment of the requirements for a Postgraduate degree
CORRECTING FOR PRECIPITATION EFFECTS IN SATELLITE-BASED PASSIVE MICROWAVE TROPICAL CYCLONE INTENSITY ESTIMATES
, 2005
"... Public reporting burden for this collection of Information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments ..."
Abstract
- Add to MetaCart
Public reporting burden for this collection of Information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send
Results 1 - 10
of
25