| Vol-1018 urn:nbn:de:0074-1018-1 Copyright © 2013 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# BD3 2013
Big Dynamic Distributed Data

### Proceedings of the First International Workshop on Big Dynamic Distributed Data
co-located with International Conference on Very Large Databases (VLDB 2013)

### Riva del Garda, Italy, August 30, 2013.

Edited by

### Graham Cormode *
Ke Yi **
Antonios Deligiannakis ***
Minos Garofalakis ***

* University of Warwick, Department of Computer Science, Coventry, UK
** HKUST, Department of Computer Science and Engineering, Hong Kong, China
*** Technical University of Crete, School of Electronic and Computer Engineering, Chania, Greece

The complete proceedings can be downloaded as a single pdf-file

## Table of Contents

- Preface

- Safe-Zones for Monitoring Distributed Streams 7-12
  Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Izchak Sharfman, Assaf Schuster
- Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations 13-18
  Mario Boley, Michael Kamp, Daniel Keren, Assaf Schuster, Izchak Sharfman
- Communication-efficient Outlier Detection for Scale-out Systems 19-24
  Moshe Gabel, Daniel Keren, Assaf Schuster
- Elastic Complex Event Processing under Varying Query Load 25-30
  Thomas Heinze, Yuanzhen Ji, Yinying Pan, Franz Josef Grueneberger, Zbigniew Jerzak, Christof Fetzer
- Adaptive Selective Replication for Complex Event Processing Systems 31-36
  Franz Josef Grünberger, Thomas Heinze, Pascal Felber
- Dynamic Partitioning of Big Hierarchical Graphs 37-42
  Vasilis Spyropoulos, Yannis Kotidis
- Scalable and Robust Management of Dynamic Graph Data 43-48
  Alan G. Labouseur, Paul W. Olsen Jr., Jeong-Hyon Hwang
- Towards Elastic Stream Processing: Patterns and Infrastructure 49-54
  Kai-Uwe Sattler, Felix Beier
- Task Graphs of Stream Mining Algorithms 55-60
  Sayaka Akioka
- Large-scale Online Mobility Monitoring with Exponential Histograms 61-66
  Christine Kopp, Michael Mock, Odysseas Papapetrou, Michael May
- Multi-Stage Malicious Click Detection on Large Scale Web Advertising Data 67-72
  Leyi Song, Xueqing Gong, Xiaofeng He, Rong Zhang, Aoying Zhou

2013-08-06: submitted by Graham Cormode
2013-08-06: published on CEUR-WS.org