KMi Seminars
Some challenges for large-scale data management
This event took place on Wednesday 13 March 2013 at 11:30

Dr. Jose Manuel Gomez-Perez Intelligent Software Components (iSOCO)


The digital universe is booming, especially in terms of the amount of

metadata and user-generated data available. This raises serious data

management challenges, including the identification, amongst all such

data, of the particular data pieces relevant to a specific purpose and

the observation of the lifecycle of those data entities. Finer grain

challenges include evolution and versioning and the impact that change

and non availability of resources may have on depending applications,

causing decay and eventually malfunction. In this talk, we focus on

these challenges with special emphasis on the preservation and reuse

of scientific workflows in data-intensive research. We introduce the

concept of workflow-centric Research Object (RO) as the means to

identify and structure the relevant resources for the execution of

workflows and to ensure the replicability of their results, addressing

data as first-class citizens. We also analyze the main reasons for

workflow (and therefore RO) decay in this particular domain and

propose methods and tools for its prevention. Finally, we reflect on

the lessons learnt and the potential use of these concepts in other

data-intensive domains.



 
KMi Seminars Event | SSSW 2013, The 10th Summer School on Ontology Engineering and the Semantic Web Journal | 25 years of knowledge acquisition
 

Future Internet is...


Future Internet
With over a billion users, today's Internet is arguably the most successful human artifact ever created. The Internet's physical infrastructure, software, and content now play an integral part of the lives of everyone on the planet, whether they interact with it directly or not. Now nearing its fifth decade, the Internet has shown remarkable resilience and flexibility in the face of ever increasing numbers of users, data volume, and changing usage patterns, but faces growing challenges in meetings the needs of our knowledge society. Globally, many major initiatives are underway to address the need for more scientific research, physical infrastructure investment, better education, and better utilisation of the Internet. Within Japan, USA and Europe major new initiatives have begun in the area.

To succeed the Future Internet will need to address a number of cross-cutting challenges including:

  • Scalability in the face of peer-to-peer traffic, decentralisation, and increased openness

  • Trust when government, medical, financial, personal data are increasingly trusted to the cloud, and middleware will increasingly use dynamic service selection

  • Interoperability of semantic data and metadata, and of services which will be dynamically orchestrated

  • Pervasive usability for users of mobile devices, different languages, cultures and physical abilities

  • Mobility for users who expect a seamless experience across spaces, devices, and velocities