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: 10418
Venue: VLDB
Year: 2012
Pagerank: 8.4646171e-05
Overall Rank: 2,605 | 81.88%
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
1,794	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010532024
3,034	How to Fit when No One Size Fits	2013	CIDR	7.6752083e-05
6,131	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1956688e-05
7,372	Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning	2018	VLDB	4.7496881e-05
8,981	Data Stream Warehousing	2013	SIGMOD	4.4167397e-05
9,114	Data Stream Warehousing in Tidalrace	2015	CIDR	4.3935469e-05
9,217	Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing	2019	SIGMOD	4.3712054e-05
9,504	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3341665e-05
9,711	TSUBASA: Climate Network Construction on Historical and Real-Time Data	2022	SIGMOD	4.299267e-05
11,625	InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases (Extended)	2020	VLDB	4.1945683e-05
11,797	Runtime Optimization of Join Location in Parallel Data Management Systems	2017	VLDB	4.1945683e-05
11,802	Query-able Kafka: An agile data analytics pipeline for mobile wireless networks	2017	VLDB	4.1945683e-05
12,047	Execution and Optimization of Continuous Queries with Cyclops	2013	SIGMOD	4.1945683e-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	0.00072723062
142	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00041725802
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035738595
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011849864
2,476	A Platform for Scalable One-Pass Analytics using MapReduce	2011	SIGMOD	8.6960139e-05
4,425	Nova: Continuous Pig/Hadoop Workflows	2011	SIGMOD	6.198382e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,903	Building Wavelet Histograms on Large Data in MapReduce	2012	VLDB	5.2791351e-05
1,615	The Performance of MapReduce: An In-depth Study	2010	VLDB	0.00011132319
9,504	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3341665e-05
868	Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs	2011	VLDB	0.00015789681
979	Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads	2012	VLDB	0.0001488055
2,736	Online Aggregation and Continuous Query support in MapReduce	2010	SIGMOD	8.2043187e-05
3,129	Scalable Big Graph Processing in MapReduce	2014	SIGMOD	7.5008242e-05
6,131	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1956688e-05
2,674	Minimal MapReduce Algorithms	2013	SIGMOD	8.3328645e-05
2,476	A Platform for Scalable One-Pass Analytics using MapReduce	2011	SIGMOD	8.6960139e-05