Michael J. Franklin

38.4k citations
213 papers · 22.4k · 13 hit papers · h-index 69

Impact in

    • Advanced Database Systems and Queries
    • Advanced Data Storage Technologies
    • Distributed systems and fault tolerance
    • Distributed and Parallel Computing Systems
    • Energy Efficient Wireless Sensor Networks
    • Data Management and Algorithms

Papers in

Michael J. Franklin

209 papers receiving 20.6k citations

Michael J. Franklin's Hit Papers

Ernest: efficient performance prediction for large-scale advanced analytics 2016 · 230 citations
2300+7+15Years since publication50010001.5k2.0k2.5k

Peers

Michael J. Franklin
Comparison fields: 5 of 163
  • Computer Networks and Communications 15.1k
  • Signal Processing 4.9k
  • Information Systems 7.9k
  • Computer Science Applications 1.3k
  • Hardware and Architecture 1.5k
Replace Samuel Madden with:
Samuel Madden United States
Héctor García-Molina United States
Jennifer Widom United States
Joseph M. Hellerstein United States
Elisa Bertino United States
Matei Zaharia United States
Laurence T. Yang Canada
Johannes Gehrke United States
Raghu Ramakrishnan United States
David J. DeWitt United States
Michael J. Franklin relative to Samuel Madden United States Samuel Madden's profile →
Citations per field
00.5×1.5×
Samuel Madden · 1×
Citations per year

Countries citing papers authored by Michael J. Franklin

Since Specialization
Citations

This map shows the geographic impact of Michael J. Franklin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael J. Franklin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael J. Franklin more than expected).

Fields of papers citing papers by Michael J. Franklin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael J. Franklin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael J. Franklin. The network helps show where Michael J. Franklin may publish in the future.

Co-authors

The 25 scholars most cited alongside Michael J. Franklin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Michael J. Franklin Line = papers co-authored together Michael J. Franklin links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 213 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Spark: cluster computing with working sets
Hit paper breakdown →
20102745
2
Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing
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20122411
3
Apache Spark
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20161371
4
TinyDB: an acquisitional query processing system for sensor networks
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20051170
5
Spark SQL
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2015761
6
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.
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2003649
7
The design of an acquisitional query processor for sensor networks
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2003594
8
TelegraphCQ
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2003480
9
CrowdDB
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2011433
10
From databases to dataspaces
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2005432
11
GraphX
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2013352
12
CrowdER
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2012344
13
Efficient Filtering of XML Documents for Selective Dissemination of Information
2000340
14
Semantic Data Caching and Replacement
1996315
15 2003312
16 2006295
17 2003278
18 1997249
19 2013240
20
Ernest: efficient performance prediction for large-scale advanced analytics
Hit paper breakdown →
2016230

About Michael J. Franklin

Michael J. Franklin is a scholar working on Computer Networks and Communications, Artificial Intelligence, Signal Processing, Information Systems and Management Science and Operations Research, having authored 213 papers that have together received 22.4k indexed citations. Recurring topics across this work include Advanced Database Systems and Queries (80 papers), Distributed systems and fault tolerance (56 papers), Data Management and Algorithms (50 papers), Cloud Computing and Resource Management (46 papers), Advanced Data Storage Technologies (35 papers), Data Quality and Management (29 papers), Data Stream Mining Techniques (23 papers) and Mobile Crowdsensing and Crowdsourcing (22 papers). The work is most often cited by research in Computer Networks and Communications (15.1k citations), Signal Processing (4.9k citations), Information Systems (7.9k citations), Computer Science Applications (1.3k citations) and Hardware and Architecture (1.5k citations). Michael J. Franklin has collaborated with scholars based in United States, Australia and France. Frequent co-authors include Ion Stoica, Matei Zaharia, Scott Shenker, Samuel Madden, Mosharaf Chowdhury, Joseph M. Hellerstein, Wei Hong, Reynold Xin, Tathagata Das and Ankur Dave. Their work appears in journals such as Proceedings of the VLDB Endowment, ACM SIGMOD Record, Communications of the ACM, The VLDB Journal and ACM Transactions on Database Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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