Conference paper Open Access

How many planet-wide leaders should there be?

Liu, Shengyun; Vukolic, Marko


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{
  "DOI": "10.1145/2847220.2847222", 
  "author": [
    {
      "family": "Liu, Shengyun"
    }, 
    {
      "family": "Vukolic, Marko"
    }
  ], 
  "issued": {
    "date-parts": [
      [
        2015, 
        6, 
        3
      ]
    ]
  }, 
  "abstract": "<p>Geo-replication becomes increasingly important for modern planetary scale distributed systems, yet it comes with a specific challenge: latency, bounded by the speed of light. In particular, clients of a geo-replicated system must communicate with a leader which must in turn communicate with other replicas: wrong selection of a leader may result in unnecessary round-trips across the globe. Classical protocols such as celebrated Paxos, have a single leader making them unsuitable for serving widely dispersed clients. To address this issue, several all-leader geo-replication protocols have been proposed recently, in which every replica acts as a leader. However, because these protocols require coordination among all replicas, commiting a client's request at some replica may incure the so-called \"delayed commit\" problem, which can introduce even a higher latency than a classical single-leader majority-based protocol such as Paxos.<br>\nIn this paper, we argue that the \"right\" choice of the number of leaders in a geo-replication protocol depends on a given replica configuration and propose Droopy, an optimization for state machine replication protocols that explores the space between single-leader and all-leader by dynamically reconfiguring the leader set. We implement Droopy on top of Clock-RSM, a state-of-the-art all-leader protocol. Our evaluation on Amazon EC2 shows that, under typical imbalanced workloads, Droopy-enabled Clock-RSM efficiently reduces latency compared to native Clock-RSM, whereas in other cases the latency is the same as that of the native Clock-RSM.</p>", 
  "title": "How many planet-wide leaders should there be?", 
  "type": "paper-conference", 
  "id": "55067"
}
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