Anticipatory Networking: Negative Latency for Ubiquitous Computing

Future networks relying on models in their applications, e.g., control loops in the Tactile Internet, will exhibit a need to have model parameters available before interactions take place. This anticipatory delivery of model weights effectively results in required negative latencies for the overall services. We provide an exemplary motivation based on advertising to mobile users that is optimized by user-modeled preferences. We employ this example for our discussion of anticipatory networking in this paper, with an overall focus on the overarchlna concepts.

[1]  Marvin Minsky,et al.  The society of intelligent veillance , 2013, 2013 IEEE International Symposium on Technology and Society (ISTAS): Social Implications of Wearable Computing and Augmediated Reality in Everyday Life.

[2]  Martin Maier,et al.  Toward the Internet of No Things: The Role of O2O Communications and Extended Reality , 2019, ArXiv.

[3]  Gerhard P. Fettweis,et al.  The Tactile Internet: Applications and Challenges , 2014, IEEE Vehicular Technology Magazine.

[4]  Frank H. P. Fitzek,et al.  Softwarization and Network Coding in the Mobile Edge Cloud for the Tactile Internet , 2019, Proceedings of the IEEE.

[5]  John Seely Brown,et al.  The Origins of Ubiquitous Computing Research at PARC in the Late 1980s , 1999, IBM Syst. J..

[6]  M. Weiser.  The Computer for the Twenty-First Century , 1991 .

[7]  Bruno Sousa,et al.  A mobile follow-me cloud content caching model , 2016, NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium.

[8]  Agnar Aamodt,et al.  Different Roles and Mutual Dependencies of Data, Information, and Knowledge - An AI Perspective on their Integration , 1995, Data Knowl. Eng..

[9]  Alessandro Vinciarelli,et al.  Personality in Computational Advertising: A Benchmark , 2016, EMPIRE@RecSys.

[10]  Sami Haddadin,et al.  Tactile Robots as a Central Embodiment of the Tactile Internet , 2019, Proceedings of the IEEE.

[11]  Frank H. P. Fitzek,et al.  Remote Robot Control with Human-in-the-Loop over Long Distances Using Digital Twins , 2019, 2019 IEEE Global Communications Conference (GLOBECOM).

[12]  Avi Arampatzis,et al.  A signal-to-noise approach to score normalization , 2009, CIKM.

[13]  Mark Weiser,et al.  Designing Calm Technology , 2004 .

[14]  Steve Mann.  Can Humans Being Clerks make Clerks be Human? – Exploring the Fundamental Difference between UbiComp and WearComp (Können Menschen, die sich wie Angestellte benehmen, Angestellte zu menschlichem Verhalten bewegen? Zum fundamentalen Unterschied zwischen UbiComp und WearComp) , 2001, Informationstechnik Tech. Inform..

[15]  Yu Yuan,et al.  All Reality: Virtual, Augmented, Mixed (X), Mediated (X, Y), and Multimediated Reality , 2018, ArXiv.

[16]  Stefan Poslad,et al.  Ubiquitous Computing: Smart Devices, Environments and Interactions , 2009 .

[17]  Ray Jain,et al.  The art of computer systems performance analysis - techniques for experimental design, measurement, simulation, and modeling , 1991, Wiley professional computing.