TY - GEN
T1 - Multi-layer trust reasoning on open provenance model for e-Science environment
AU - Jung, Im Y.
AU - Eom, Hyeonsang
AU - Yeom, Heon Y.
PY - 2011
Y1 - 2011
N2 - Trust for the data created and processed on e-Science environment can be estimated with provenance. The information to form provenance, which says how the data was created and reached its current state, increases as data evolves. It is a heavy burden to trace and verify the massive provenance along the history of data in order to trust data. On the other hand, it is another issue how to trust the verification of data with provenance assuming that the provenance is believable. This paper proposes the property-based trust reasoning which cuts down the overhead to track the history and the origin of data with provenance by semantic path on Open Provenance Model(OPM). Also, the domain-based trust reasoning is adopted, which uses the domain specialty of e-Science environment. The two trust reasonings form the multi-layer trust reasoning. The effectiveness of the proposal is shown by quantitative analysis of overhead reduction as well as by qualitative analysis of trust reasoning.
AB - Trust for the data created and processed on e-Science environment can be estimated with provenance. The information to form provenance, which says how the data was created and reached its current state, increases as data evolves. It is a heavy burden to trace and verify the massive provenance along the history of data in order to trust data. On the other hand, it is another issue how to trust the verification of data with provenance assuming that the provenance is believable. This paper proposes the property-based trust reasoning which cuts down the overhead to track the history and the origin of data with provenance by semantic path on Open Provenance Model(OPM). Also, the domain-based trust reasoning is adopted, which uses the domain specialty of e-Science environment. The two trust reasonings form the multi-layer trust reasoning. The effectiveness of the proposal is shown by quantitative analysis of overhead reduction as well as by qualitative analysis of trust reasoning.
UR - http://www.scopus.com/inward/record.url?scp=80051616012&partnerID=8YFLogxK
U2 - 10.1109/ISPA.2011.37
DO - 10.1109/ISPA.2011.37
M3 - Conference contribution
AN - SCOPUS:80051616012
SN - 9780769544281
T3 - Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2011
SP - 294
EP - 299
BT - Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2011
T2 - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2011
Y2 - 26 May 2011 through 28 May 2011
ER -