WANalytics: Analytics for a Geo-Distributed Data-Intensive World

Summary: WABD: running DAG analytics over geo-distributed data; centralizing raw data infeasible due to WAN cost, bandwidth limits, and data‑sovereignty. WANalytics pushes computation to edge DCs, optimizes DAG execution and selective replication; prototype yields 257× WAN reduction. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 267
Venue: CIDR
Year: 2015
Pagerank: 7.8812874e-05
Overall Rank: 2,928 | 79.64%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,122	SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle	2020	CIDR	9.4989076e-05
4,046	WANalytics: Geo-Distributed Analytics for a Data Intensive World	2015	SIGMOD	6.4979392e-05
4,188	Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications	2015	SIGMOD	6.3753681e-05
5,185	Yugong: Geo-Distributed Data and Job Placement at Scale	2019	VLDB	5.6405374e-05
6,109	Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics	2016	VLDB	5.2059441e-05
7,324	Compliant Geo-distributed Query Processing	2021	SIGMOD	4.762032e-05
7,704	ExDRa: Exploratory Data Science on Federated Raw Data	2021	SIGMOD	4.6733838e-05
11,216	Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet	2023	SIGMOD	4.1945683e-05
11,525	Compliant Geo-distributed Data Processing in Action	2021	VLDB	4.1945683e-05
11,849	The Challenges of Global-scale Data Management	2016	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
3	Pig Latin: A Not-So-Foreign Language for Data Processing	2008	SIGMOD	0.0024183614
53	PNUTS: Yahoo!'s Hosted Data Serving Platform	2008	VLDB	0.00066144767
83	Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis	2009	SIGMOD	0.00053933811
196	R* Optimizer Validation and Performance Evaluation for Distributed Queries	1986	VLDB	0.00035261496
542	Shark: SQL and Rich Analytics at Scale	2013	SIGMOD	0.00020595648
868	Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs	2011	VLDB	0.00015789681
1,727	BigBench: Towards an Industry Standard Benchmark for Big Data Analytics	2013	SIGMOD	0.00010740936
1,814	Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing	2014	VLDB	0.00010458107
2,658	Data Warehousing and Analytics Infrastructure at Facebook	2010	SIGMOD	8.3607429e-05
2,747	Stubby: A Transformation-based Optimizer for MapReduce Workflows	2012	VLDB	8.1828918e-05
2,925	Shared Workload Optimization	2014	VLDB	7.888494e-05
4,572	The Unified Logging Infrastructure for Data Analytics at Twitter	2012	VLDB	6.0760183e-05
5,014	Dynamically Optimizing Queries over Large Scale Data Platforms	2014	SIGMOD	5.7586174e-05

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