Abstract
For decades, randomized exponential backoff has provided a critical algorithmic building block in situations where multiple devices seek access to a shared resource. Despite this history, the performance of standard exponential backoff is poor under worst-case scheduling of demands on the resource: (i) subconstant throughput can occur under plausible scenarios, and (ii) each of N devices requires Ω(log N) access attempts before obtaining the resource. In this paper, we address these shortcomings by offering a new backoff protocol for a shared communication channel that guarantees expected constant throughput with only O(log(log∗ N)) channel accesses in expectation, even when packet arrivals are scheduled by an adversary. Central to this result are new algorithms for approximate counting and leader election with the same performance guarantees.
Original language | English |
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Pages (from-to) | 1735-1754 |
Number of pages | 20 |
Journal | SIAM Journal on Computing |
Volume | 47 |
Issue number | 5 |
DOIs | |
State | Published - 2018 |
Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2018 Society for Industrial and Applied Mathematics
Funding
∗Received by the editors November 29, 2017; accepted for publication (in revised form) August 6, 2018; published electronically October 2, 2018. A preliminary version of our results appeared as an extended abstract at STOC’16, ACM, New York, pp. 499–508 [14]. http://www.siam.org/journals/sicomp/47-5/M115860.html Funding: This research was partially supported by National Science Foundation grants CCF-1217708, IIS-1247726, IIS-1251137, CNS-1408695, CCF-1439084, CCF-1217338, CNS-1318294, CCF-1514383, CNS-1318294, CCF-1613772, CCF-1815316, CCF-1617618, CCF-1763680, CCF-1716252, CCF-1725543, and CNS-1755615. Support is also provided by Sandia National Laboratories, NetApp, and a research gift from C Spire. This research was partially supported by National Science Foundation grants CCF-1217708, IIS-1247726, IIS-1251137, CNS-1408695, CCF-1439084, CCF-1217338, CNS-1318294, CCF-1514383, CNS-1318294, CCF-1613772, CCF-1815316, CCF-1617618, CCF-1763680, CCF-1716252, CCF-1725543, and CNS-1755615. Support is also provided by Sandia National Laboratories, NetApp, and a research gift from C Spire.
Funders | Funder number |
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National Science Foundation | CNS-1755615, CCF-1217338, CCF-1613772, CCF-1725543, CCF-1439084, CCF-1617618, CCF-1514383, CCF-1716252, CCF-1815316, IIS-1251137, CNS-1408695, 1637546, CNS-1318294, IIS-1247726, CCF-1217708, CCF-1763680 |
Sandia National Laboratories | |
National Science Foundation |
Keywords
- Adversarial scheduling
- Algorithms
- Contention resolution
- Distributed computing
- Throughput
- Wireless networks