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SIGMETRICS
2009
ACM
151views Hardware» more  SIGMETRICS 2009»
14 years 4 months ago
MapReduce optimization using regulated dynamic prioritization
We present a system for allocating resources in shared data and compute clusters that improves MapReduce job scheduling in three ways. First, the system uses regulated and user-as...
Thomas Sandholm, Kevin Lai
CCGRID
2008
IEEE
14 years 4 months ago
Grid Differentiated Services: A Reinforcement Learning Approach
—Large scale production grids are a major case for autonomic computing. Following the classical definition of Kephart, an autonomic computing system should optimize its own beha...
Julien Perez, Cécile Germain-Renaud, Bal&aa...
CCGRID
2008
IEEE
14 years 4 months ago
A Proactive Non-Cooperative Game-Theoretic Framework for Data Replication in Data Grids
— Data grids and its cost effective nature has taken on a new level of interest in recent years; amalgamation of different providers results in increased capacity as well as lowe...
Ali Elghirani, Riky Subrata, Albert Y. Zomaya
CCGRID
2008
IEEE
14 years 4 months ago
Pastel: Bridging the Gap between Structured and Large-State Overlays
Peer-to-peer overlays envision a single overlay substrate that can be used (possibly simultaneously) by many applications, but current overlays either target fast, few-hop lookups...
Nuno Cruces, Rodrigo Rodrigues, Paulo Ferreira
CCGRID
2008
IEEE
14 years 4 months ago
Managing Cancellations and No-Shows of Reservations with Overbooking to Increase Resource Revenue
Advance reservation allows users to request available nodes in the future, whereas economy provides an incentive for resource owners to be part of the Grid, and encourages users t...
Anthony Sulistio, Kyong Hoon Kim, Rajkumar Buyya