This paper investigates the benefits of network awareness when processing queries in widelydistributed environments such as the Internet. We present algorithms that leverage knowledge of network characteristics (e.g., topology, bandwidth, etc.) when deciding on the network locations where the query operators are executed. Using a detailed emulation study based on realistic network models, we analyse and experimentally evaluate the proposed approaches for distributed stream processing. Our results quantify the significant benefits of the network-aware approaches and reveal the fundamental trade-off between bandwidth efficiency and result latency that arises in networked query processing.
The work in REF incorporates knowledge of network characteristics such as bandwidth and topology into operator placement algorithms.
Network-Aware Query Processing for Stream-based Applications
VLDB
Computer Science