Skew mitigation - CS 591 K1: Data Stream Processing and Analytics Spring 2020??? Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 4/16: Skew mitigation ??? Vasiliki Kalavri |0 码力 | 31 页 | 1.47 MB | 1 年前3- State management - CS 591 K1: Data Stream Processing and Analytics Spring 2020Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 2/25: State Management Vasiliki Kalavri | Boston0 码力 | 24 页 | 914.13 KB | 1 年前3
- Streaming optimizations - CS 591 K1: Data Stream Processing and Analytics Spring 2020??? Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 4/14: Stream processing optimizations ??? Vasiliki0 码力 | 54 页 | 2.83 MB | 1 年前3
- Windows and triggers - CS 591 K1: Data Stream Processing and Analytics Spring 2020Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 2/11: Windows and Triggers Vasiliki Kalavri | Boston0 码力 | 35 页 | 444.84 KB | 1 年前3
- Course introduction - CS 591 K1: Data Stream Processing and Analytics Spring 2020Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 1/21: Introduction Vasiliki Kalavri | Boston University • Class schedule: /lectures.html • including today’s slides • Piazza: piazza.com/bu/spring2020/cs591k1/home • For questions & discussions • Blackboard: learn.bu.edu/... • For quizzes, assignment Boston University 2020 Optional reading • The 8 Requirements of Real-Time Stream Processing http://cs.brown.edu/~ugur/8rulesSigRec.pdf • Streaming 101: The world beyond batch www.oreilly.com/ideas0 码力 | 34 页 | 2.53 MB | 1 年前3
- Notions of time and progress - CS 591 K1: Data Stream Processing and Analytics Spring 2020University 2020 Vasiliki Kalavri | Boston University 2020 Vasiliki (Vasia) Kalavri vkalavri@bu.edu CS 591 K1: Data Stream Processing and Analytics Spring 2020 2/06: Notions of time and progress Vasiliki0 码力 | 22 页 | 2.22 MB | 1 年前3
- Stream processing fundamentals - CS 591 K1: Data Stream Processing and Analytics Spring 2020Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 1/23: Stream Processing Fundamentals Vasiliki Kalavri0 码力 | 45 页 | 1.22 MB | 1 年前3
- Cardinality and frequency estimation - CS 591 K1: Data Stream Processing and Analytics Spring 2020??? Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 4/23: Cardinality and frequency estimation0 码力 | 69 页 | 630.01 KB | 1 年前3
- Graph streaming algorithms - CS 591 K1: Data Stream Processing and Analytics Spring 2020??? Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 4/28: Graph Streaming ??? Vasiliki Kalavri |0 码力 | 72 页 | 7.77 MB | 1 年前3
- Filtering and sampling streams - CS 591 K1: Data Stream Processing and Analytics Spring 2020??? Vasiliki Kalavri | Boston University 2020 CS 591 K1: Data Stream Processing and Analytics Vasiliki (Vasia) Kalavri vkalavri@bu.edu Spring 2020 4/21: Sampling and filtering streams ??? Vasiliki Jermaine. Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches. https://dsf.berkeley.edu/cs286/papers/synopses- fntdb2012.pdf • Jure Lescovec, Anand Rajaraman and Jeffrey David Ullman. Mining0 码力 | 74 页 | 1.06 MB | 1 年前3
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