Mechanisms with Monitoring for Truthful RAM Allocation
Novel algorithmic ideas for big data have not been accompanied by advances in the way central memory is allocated to concurrently running programs. Commonly, RAM is poorly managed since the programs’ trade offs between speed of execution and RAM consumption are ignored. This trade off is, however, well known to the programmers. We adopt mechanism design tools to truthfully elicit this (multidimensional) information with the aim of designing more clever RAM allocation algorithms. We introduce a novel paradigm wherein programs are bound to overbidding declarations of their running times. We show the limitations of this paradigm in the absence of transfers and prove how to leverage waiting times, as a currency, to obtain optimal money burning mechanisms for the makespan.
- 1.Auletta, V., De Prisco, R., Penna, P., Persiano, G.: How to route and tax selfish unsplittable traffic. In: SPAA, pp. 196–205 (2004)Google Scholar
- 8.Fotakis, D., Krysta, P., Ventre, C.: Combinatorial auctions without money. In: AAMAS, pp. 1029–1036 (2014)Google Scholar
- 9.Fotakis, D., Krysta, P., Ventre, C.: The power of verification for greedy mechanism design. In: AAMAS, pp. 307–315 (2015)Google Scholar
- 10.Hartline, J.D., Roughgarden,T.: Optimal mechanism design and money burning. In: STOC, pp. 75–84 (2008)Google Scholar