Mahout: Low-overhead datacenter traffic management using end-host-based elephant detection

By Andrew R. Curtis, Wonho Kim, Praveen Yalagandula. 2011 Proceedings IEEE INFOCOM, 2011

424 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Information Systems

View Paper: https://www.semanticscholar.org/paper/806d30b34d2f0f20980ddc4dd6eb8ff88cbb3138

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Networks and Communications

1. Haopei Wang
2. Lei Xu
3. Guofei Gu
4. Danda B. Rawat
5. S. Reddy
6. Mourad Debbabi
7. Yosr Jarraya
8. Taous Madi

In Information Systems

1. Guofei Gu
2. Haopei Wang
3. Lei Xu
4. Arjun Guha
5. Rolf Stadler
6. Rodrigo Fonseca
7. Shriram Krishnamurthi
8. Praveen Yalagandula

Citations in the corpus

• DevoFlow: scaling flow management for high-performance networks (2011, background): “Another alternative, Mahout [17], performs elephant flow clas-sifications at the end-hosts, by looking at the TCP buffer of outgoing flows, avoiding the need to invoke the controller for mice.”
• Participatory networking: an API for application control of SDNs (2013, methodology): “PANE can use flow size information to spread large flows across multiple paths of equal-cost, as in Mahout [12] or Hedera [1].”
• Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks (2012, background): “In the academia, related research has recently heated up on a variety of topics [4]–[7].”
• On the impact of packet spraying in data center networks (2013, background): “Mahout [6] is a recent scheme that uses end-host mechanisms to identify elephants, and uses flow scheduling 2013 Proceedings IEEE INFOCOM”
• FloodGuard: A DoS Attack Prevention Extension in Software-Defined Networks (2015, methodology): “Some papers such as Mahout [13] use traditional statistic based aggregation solutions to prevent flooding attacks in OpenFlow networks.”
• A Survey and a Layered Taxonomy of Software-Defined Networking (2014, background): “Mahout [130] is a new traffic management system proposed to eliminate the need of per-flow monitoring in the switches using”
• Resource Management in Clouds: Survey and Research Challenges (2015, background): “[57] outlineMahout, a solution inwhich elephant flows are detected at the PMand a central, OpenFlow-like, controller provides traffic management functions to optimize the network to transfer these high-bandwidth flows.”
• Software Defined Networking Architecture, Security and Energy Efficiency: A Survey (2017, background): “Mahout [141], a load balancing scheme, has been implemented in data centers to enhance network performance and reduce energy consumption.”
• Planck (2014, background): “Mahout [5] gets low-latency measurements by modifying endhosts to detect elephant flows in 1.”