83 citations · 343 across the 46 of their papers we have counts for
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Cache-based Multi-query Optimization for Data-intensive Scalable Computing Frameworks
Pietro Michiardi, Damiano Carra, Sara Migliorini
In modern large-scale distributed systems, analytics jobs submitted by various users often share similar work, for example scanning and processing the same subset of data. Instead…
Bleach: A Distributed Stream Data Cleaning System
Yongchao Tian, Pietro Michiardi, Marko Vukolic
In this paper we address the problem of rule-based stream data cleaning, which sets stringent requirements on latency, rule dynamics and ability to cope with the unbounded nature o…
DiNoDB: an Interactive-speed Query Engine for Ad-hoc Queries on Temporary Data
Yongchao Tian, Ioannis Alagiannis, Erietta Liarou +3
As data sets grow in size, analytics applications struggle to get instant insight into large datasets. Modern applications involve heavy batch processing jobs over large volumes of…