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Supporting Scalable Analytics with Latency Constraints

Summary: Latency-aware analytics for big- and fast-data via mini-batch compute and shuffle. Model-driven resource allocation and scheduling to meet latency with throughput; Incremental Hadoop delivers sub-second latency and 2–5× throughput, beating Storm/Spark. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h1c56c4d94469e94e
Venue
VLDB
Year
2015
Pagerank
5.1064323e-05
Overall Rank
9,857 | 33.93%
DOI
10.14778/2809974.2809984
PDF
Download (CC BY-NC-ND 3.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb15,
        title = {{Supporting Scalable Analytics with Latency Constraints}},
        author = {Li, Boduo and Diao, Yanlei and Shenoy, Prashant},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {11},
        pages = {1166--1177},
        doi = {10.14778/2809974.2809984},
        url = {https://doi.org/10.14778/2809974.2809984},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,127 UDAO: A Next-Generation Unified Data Analytics Optimizer 2019 VLDB 5.0638787e-05
11,728 Templating Shuffles 2023 CIDR 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032341214
128 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030317705
219 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.0002429959
233 Storm @Twitter 2014 SIGMOD 0.00023754096
655 Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience 2009 VLDB 0.00015076669
759 Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs 2011 VLDB 0.00014194746
973 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.00012734154
1,178 Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams 2013 SIGMOD 0.00011605998
1,308 Apache Hadoop Goes Realtime at Facebook 2011 SIGMOD 0.0001107127
1,691 ParaTimer: A Progress Indicator for MapReduce DAGs 2010 SIGMOD 9.838545e-05
2,299 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD 8.6639611e-05
2,409 Muppet: MapReduce-Style Processing of Fast Data 2012 VLDB 8.4908118e-05
2,510 Operator Scheduling in a Data Stream Manager 2003 VLDB 8.3492737e-05
5,039 Massive Scale-out of Expensive Continuous Queries 2011 VLDB 6.2905904e-05
5,667 Staying FIT: Efficient Load Shedding Techniques for Distributed Stream Processing 2007 VLDB 6.0280889e-05
5,842 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 5.9568426e-05
8,012 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 5.3911783e-05
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