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Interconnection Networks and Packet Buffer Architectures for Massive Data Centers
The Hong Kong University of Science and Technology
Department of Computer Science and Engineering
PhD Thesis Defence
Title: "Interconnection Networks and Packet Buffer Architectures for
Massive Data Centers"
By
Mr. Dong LIN
Abstract
Massive data centers are being built around the world to provide various
cloud computing services. As a result, data center networking has recently
been a hot research topic in both academia and industry. A fundamental
challenge in this area is the design of the data center network that
interconnects the massive number of servers, and provides an efficient and
robust platform. In response to this challenge, the research community has
begun exploring novel interconnection network topologies. One approach is
to use commodity electronic switches or servers to scale out the network,
such as Portland, VL2, DCell, BCube, FiConn, etc. The other approach is to
exploit optical devices to build high-capacity switches, such as OSA,
Helios, HyPaC, PETASW, Data Vortex, OSMOSIS, etc. Understandably, this
research is still in its infancy. For the first approach, the solutions
proposed so far either scale too slow or suffer from performance
bottlenecks, are server-location dependent, inherit poor availability, can
be too complex/expensive to be constructed. For the second approach, where
the entire interconnection network can be regarded as a “giant” switch,
its performance heavily relies on well-designed packet buffers that
support multiple queues, provide large capacity and short response time.
In this thesis, five algorithms/architectures are presented, addressing on
both of these issues respectively. Using commodity switches only, we
propose two cost-effective and gracefully scalable Data Center
Interconnection networks (DCIs) called HyperBCube and FlatNet which yield
robust performance and inherit low-time-complexity routing based on simple
network topologies. On the other hand, aiming at scalable packet buffers,
we propose three packet buffer architectures along with their memory
management algorithms based on distributed, parallel and hierarchical
memory structures respectively. Both mathematical analysis and simulation
results indicate that the proposed packet buffer architectures outperform
the traditional packet buffer architectures significantly in terms of low
time complexity, short access delay and guaranteed performance.
Date: Friday, 29 June 2012
Time: 2:30pm – 4:30pm
Venue: Room 3501
Lifts 25/26
Chairman: Prof. Huihe Qiu (MECH)
Committee Members: Prof. Mounir Hamdi (Supervisor)
Prof. Lin Gu
Prof. Qian Zhang
Prof. Danny Tsang (ECE)
Prof. Hussein Mouftah (Univ. of Ottawa)
**** ALL are Welcome ****