Muppet: MapReduce-Style Processing of Fast Data

Summary: Proposes MapUpdate/Muppet, a MapReduce-like framework for fast data enabling low-latency, scalable cluster processing. Shows MapReduce misses streaming workloads; outlines MapUpdate primitives and deployment lessons from Kosmix/Walmart Labs across social media and e-commerce. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10419
Venue: VLDB
Year: 2012
Pagerank: 8.4566845e-05
Overall Rank: 2,612 | 81.85%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,793	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010522029
3,040	How to Fit when No One Size Fits	2013	CIDR	7.6672864e-05
6,135	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1908958e-05
7,366	Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning	2018	VLDB	4.7459576e-05
8,987	Data Stream Warehousing	2013	SIGMOD	4.4127555e-05
9,112	Data Stream Warehousing in Tidalrace	2015	CIDR	4.3893358e-05
9,220	Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing	2019	SIGMOD	4.3670162e-05
9,505	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3300131e-05
9,710	TSUBASA: Climate Network Construction on Historical and Real-Time Data	2022	SIGMOD	4.2951473e-05
11,629	InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases (Extended)	2020	VLDB	4.1905499e-05
11,805	Runtime Optimization of Join Location in Parallel Data Management Systems	2017	VLDB	4.1905499e-05
11,810	Query-able Kafka: An agile data analytics pipeline for mobile wireless networks	2017	VLDB	4.1905499e-05
12,055	Execution and Optimization of Continuous Queries with Cyclops	2013	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072660894
143	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00041688468
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035714897
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011838188
2,476	A Platform for Scalable One-Pass Analytics using MapReduce	2011	SIGMOD	8.6907971e-05
4,424	Nova: Continuous Pig/Hadoop Workflows	2011	SIGMOD	6.19243e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,908	Building Wavelet Histograms on Large Data in MapReduce	2012	VLDB	5.2731311e-05
1,615	The Performance of MapReduce: An In-depth Study	2010	VLDB	0.00011137225
9,505	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3300131e-05
981	Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads	2012	VLDB	0.00014866268
866	Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs	2011	VLDB	0.00015771189
2,735	Online Aggregation and Continuous Query support in MapReduce	2010	SIGMOD	8.2058004e-05
6,135	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1908958e-05
3,188	Scalable Big Graph Processing in MapReduce	2014	SIGMOD	7.4142307e-05
2,714	Minimal MapReduce Algorithms	2013	SIGMOD	8.2426646e-05
2,476	A Platform for Scalable One-Pass Analytics using MapReduce	2011	SIGMOD	8.6907971e-05