Tracking Chart 2002 Nike, Philippines 06015932A

This document is part of a digital collection provided by the Martin P. Catherwood Library, ILR School, Cornell University, pertaining to the effects of globalization on the workplace worldwide. Special emphasis is placed on labor rights, working conditions, labor market changes, and union organizing.FLA_2002_Nike_TC_Philippines_06025932A.pdf: 37 downloads, before Oct. 1, 2020

Performance Characterization of In-Memory Data Analytics on a Modern Cloud Server

In last decade, data analytics have rapidly progressed from traditional disk-based processing to modern in-memory processing. However, little effort has been devoted at enhancing performance at micro-architecture level. This paper characterizes the performance of in-memory data analytics using Apache Spark framework. We use a single node NUMA machine and identify the bottlenecks hampering the scalability of workloads. We also quantify the inefficiencies at micro-architecture level for various data analysis workloads. Through empirical evaluation, we show that spark workloads do not scale linearly beyond twelve threads, due to work time inflation and thread level load imbalance. Further, at the micro-architecture level, we observe memory bound latency to be the major cause of work time inflation.Comment: Accepted to The 5th IEEE International Conference on Big Data and Cloud Computing (BDCloud 2015

Tracking Chart 2005 Outdoor Cap Company, Bangladesh 38020586D

This document is part of a digital collection provided by the Martin P. Catherwood Library, ILR School, Cornell University, pertaining to the effects of globalization on the workplace worldwide. Special emphasis is placed on labor rights, working conditions, labor market changes, and union organizing.FLA_2005_Outdoor_Cap_TC_Bangladesh_38020586D.pdf: 9 downloads, before Oct. 1, 2020

Tracking Chart 2005 Top of the World, Bangladesh 38020586D

This document is part of a digital collection provided by the Martin P. Catherwood Library, ILR School, Cornell University, pertaining to the effects of globalization on the workplace worldwide. Special emphasis is placed on labor rights, working conditions, labor market changes, and union organizing.FLA_2005_Top_of_the_World_TC_Bangladesh_38020586D.pdf: 3 downloads, before Oct. 1, 2020

Tracking Chart 2006 Nordstrom, Macau 080044446E

This document is part of a digital collection provided by the Martin P. Catherwood Library, ILR School, Cornell University, pertaining to the effects of globalization on the workplace worldwide. Special emphasis is placed on labor rights, working conditions, labor market changes, and union organizing.FLA_2006_Nordstrom_TC_Macau_080044446E.pdf: 10 downloads, before Oct. 1, 2020

Science Secrets under the Ice

Lora Koenig ’99 spent a summer in Antarctica collecting data about Earth’s climate