Abstract
We believe that the next big step in the field of
Internet of Things (IoT) is to realize a virtual
computing platform that provides access to heterogeneous
group of device resources present in our living
environments. By enabling 3rd party developers to access
sensor and actuator resources present in a given
environment in a same way they can access resources of a
single mobile phone, the virtual computing platform would
open a new market for the 3rd party IoT applications like
the smart phones have done for mobile apps. To accomplish
this
vision, the virtual computing platform must be able to
manage resource sharing between applications with
differing criticality requirements for ensuring that the
whole IoT system runs
optimally. The main challenge is that the approach should
be generic and extendable for future needs. To tackle
this issue, we propose a two-level resource management
architecture, where
the necessary information about applications and
resources are represented with machine-interpretable
semantic descriptions based on the Semantic Web
technologies. At the system level, these descriptions are
used by the global resource manager for allocating
resources to the applications based on their criticality
and needs. At local level, each device is assigned with a
local resource manager that schedules the access to
resources provided by the device so that the performance
of the more critical applications could be optimized at
the expense of the less critical ones. To evaluate our
approach in practice, we have implemented a reference
implementation of the proposed architecture and
demonstrated it through several applications with
differing criticality levels. The results are very
promising for managing mixed criticality applications in
IoT.
Original language | English |
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Title of host publication | Proceedings of TRON Symposium (TRONSHOW 2014) |
Publisher | IEEE Institute of Electrical and Electronic Engineers |
Number of pages | 9 |
ISBN (Electronic) | 978-4-89362-315-7 |
ISBN (Print) | 978-4-89362-316-4 |
Publication status | Published - 2014 |
MoE publication type | A4 Article in a conference publication |
Event | 2014 TRON Symposium, TRONSHOW, 10 - 12 December 2014, Tokyo, Japan - Tokyo, Japan Duration: 10 Dec 2014 → 12 Dec 2014 |
Conference
Conference | 2014 TRON Symposium, TRONSHOW, 10 - 12 December 2014, Tokyo, Japan |
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Abbreviated title | TRONSHOW |
Country/Territory | Japan |
City | Tokyo |
Period | 10/12/14 → 12/12/14 |
Keywords
- Internet of Things
- mixed-criticality
- resource management