This paper aims at solving a problem, cloud computing would
face in the future, where there would be a lot of devices with computational
intensive tasks. An edge cloud framework is presented and the architectural
details are discussed. The framework integrates two complementary technologies;
SDN and NFV, to enable an open and efficient application delivery in edge
computing.
Summary:
The foresee the challenges that will be faced by the
conventional centralized cloud computing solutions.
1.
Networking among a massive (much more than that
exists today) number of devices would require transferring huge data volumes
from the edge to remote data centers.
2.
The latency issues surrounding the transfer of
this data, between edge devices and remote data centers.
3.
Applications today are usually not portable
across platforms, obscuring innovation and leading to a monopoly.
The
following points are discussed in the paper:
1.
The paper claims that an open edge cloud
framework is necessary to break monopoly and handle the IoT paradigm shift.
2.
The most important challenge in this being
enhancements in edge cloud orchestration and application delivery approaches.
3.
Integrate two emerging and complementary
technologies –
a.
Network function virtualization(NFV)
b.
Software-defined networking(SDN)
4.The proposed framework –
HomeCloud – is discussed with primary focus on orchestration and application
delivery framework.
5.A particularly new and
innovative technique to use NFV and SDN to enable this framework.
6.Two use cases to show the necessity for such a
framework.
A proof-of-concept demonstrating the entire process
of cloud orchestration and application delivery.
Strengths
1.
The paper provides a very neat and concise
presentation of the proposed framework.
2.
The idea of having an open source framework will
encourage the smaller ASPs and help in advancements in research in this area.
3.
The paper foresees a very realistic future of
the increasing volume of data transfer and network latency issues, and provides
a low-cost and flexible solution to add more devices to the network.
4.
HomeCloud utilizes SDN and NFV to implement
orchestration and improve efficiency, and talks about how these complementary
technologies can be utilized to benefit edge computing.
5.
A fair idea of the positives of the framework is
demonstrated using the chat application, and the use cases discuss the
implementation of the framework at a higher level along with the application
portability.
Weakness
1.
The test results are not backed up by
performance or cost details.
2.
There is no comparison done between the existing
centralized cloud platform and the proposed framework.
3.
Securing the network is an area not addressed by
the paper.
4.
The chat application, although being a good
example to demonstrate that the framework works, does not help in answering
questions of scalability and handling computationally intensive tasks.
Discussion
1.
The cost of replacing the existing
infrastructure with this new framework and the time that it would take to
implement this.
2.
Many other use cases need to be discussed.
3.
How far can this idea break the existing
monopoly that the large corporations enjoy today, and would these corporations even be interested
in this?
Forgot to comment on this one. Good description of a short vision paper. We agree on D#2.
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