Elasticity and state migration: Part I - CS 591 K1: Data Stream Processing and Analytics Spring 2020a black-box • SISO models - MIMO too complex • Action • predictive, dataflow-wide The output signal is the delay time ??? Vasiliki Kalavri | Boston University 2020 Control theory models 10 • a black-box • SISO models - MIMO too complex • Action • predictive, dataflow-wide The output signal is the delay time Performance depends on parameter selection, e.g. poles placement, sampling externally observed coarse-grained and aggregates • CPU utilization, throughput, back- pressure signal • Policy • rule-based • If CPU utilization > 70% and back- pressure then scale up • Action0 码力 | 93 页 | 2.42 MB | 1 年前3
Flow control and load shedding - CS 591 K1: Data Stream Processing and Analytics Spring 2020first needs to establish a virtual circuit (VC) or connection. • CFC uses a credit system to signal the availability of buffer space from receivers to senders. ??? Vasiliki Kalavri | Boston University0 码力 | 43 页 | 2.42 MB | 1 年前3
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