Society has reached a point of no return, one that leaves us completely reliant on omnipresent ICT-mediated communication. Mobile and sensor-rich portable devices connect millions of humans with Petabytes of data and numerous on-line services. However, tearing down the physical-digital barrier in a scalable fashion requires both radically novel algorithmic knowledge and in-depth understanding of humans and societies. We will deliver major theoretical advances in real-time intelligent information management of large datasets including online social networks, mobile devices and humans in physical space by delivering three functions: “alert”, by real-time location-aware knowledge acquisition, analysis and visualization; “response”, through on-demand composition and coordination of large teams; and effective “communication”, through recommendation and personalization.
In: 33rd Symposium on Theoretical Aspects of Computer Science, STACS 2016 Leibniz International Proceedings in Informatics, LIPIcs (47) Schloss Dagstuhl Leibniz-Zentrum für Informatik, Dagstuhl, pp. 22:1-22:14. ISSN 1868-8969
Time-approximation trade-offs for inapproximable problems
In: 48th Annual ACM SIGACT Symposium on Theory of Computing, STOC 2016 Association for Computing Machinery, Cambridge (MA), pp. 570-583. ISSN 0737-8017
A PTAS for planar group Steiner tree via spanner bootstrapping and prize collecting