Work capacity of freelance markets: Fundamental limits and decentralized schemes

Avhishek Chatterjee, Lav R Varshney, Sriram Vishwanath

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Crowdsourcing of jobs to online freelance markets is rapidly gaining popularity. Most crowdsourcing platforms are uncontrolled and offer freedom to customers and freelancers to choose each other. This works well for unskilled jobs (e.g., image classification) with no specific quality requirement since freelancers are functionally identical. For skilled jobs (e.g., software development) with specific requirements, however, this does not ensure the maximum number of job requests is satisfied. In this work we determine the capacity of freelance markets, in terms of maximum satisfied job requests, and propose centralized schemes that achieve capacity. To ensure decentralized operation and freedom of choice for customers and freelancers, we propose simple schemes compatible with the operation of current crowd-sourcing platforms that approximately achieve capacity. Further, for settings where job requests exceed capacity, we propose an optimal and fair scheme for declining jobs without wait.

Original languageEnglish (US)
Title of host publication2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1769-1777
Number of pages9
ISBN (Electronic)9781479983810
DOIs
StatePublished - Aug 21 2015
Event34th IEEE Annual Conference on Computer Communications and Networks, IEEE INFOCOM 2015 - Hong Kong, Hong Kong
Duration: Apr 26 2015May 1 2015

Publication series

NameProceedings - IEEE INFOCOM
Volume26
ISSN (Print)0743-166X

Other

Other34th IEEE Annual Conference on Computer Communications and Networks, IEEE INFOCOM 2015
CountryHong Kong
CityHong Kong
Period4/26/155/1/15

Fingerprint

Image classification
Software engineering

ASJC Scopus subject areas

  • Computer Science(all)
  • Electrical and Electronic Engineering

Cite this

Chatterjee, A., Varshney, L. R., & Vishwanath, S. (2015). Work capacity of freelance markets: Fundamental limits and decentralized schemes. In 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015 (pp. 1769-1777). [7218558] (Proceedings - IEEE INFOCOM; Vol. 26). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INFOCOM.2015.7218558

Work capacity of freelance markets : Fundamental limits and decentralized schemes. / Chatterjee, Avhishek; Varshney, Lav R; Vishwanath, Sriram.

2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1769-1777 7218558 (Proceedings - IEEE INFOCOM; Vol. 26).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chatterjee, A, Varshney, LR & Vishwanath, S 2015, Work capacity of freelance markets: Fundamental limits and decentralized schemes. in 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015., 7218558, Proceedings - IEEE INFOCOM, vol. 26, Institute of Electrical and Electronics Engineers Inc., pp. 1769-1777, 34th IEEE Annual Conference on Computer Communications and Networks, IEEE INFOCOM 2015, Hong Kong, Hong Kong, 4/26/15. https://doi.org/10.1109/INFOCOM.2015.7218558
Chatterjee A, Varshney LR, Vishwanath S. Work capacity of freelance markets: Fundamental limits and decentralized schemes. In 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1769-1777. 7218558. (Proceedings - IEEE INFOCOM). https://doi.org/10.1109/INFOCOM.2015.7218558
Chatterjee, Avhishek ; Varshney, Lav R ; Vishwanath, Sriram. / Work capacity of freelance markets : Fundamental limits and decentralized schemes. 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 1769-1777 (Proceedings - IEEE INFOCOM).
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