Justin Ma

7.6k citations

27 papers · 5.2k indexed · 5 hit papers · h-index 18

Impact in

Information Systems top 0.05%
- Cloud Computing and Resource Management
- Spam and Phishing Detection
Computer Networks and Communications top 0.2%
- Network Security and Intrusion Detection
- Advanced Data Storage Technologies
- Distributed and Parallel Computing Systems

Papers in

Signal Processing 9
- Advanced Malware Detection Techniques 9
Computer Networks and Communications 17
- Network Security and Intrusion Detection 10
- Caching and Content Delivery 4
- Peer-to-Peer Network Technologies 2

Co-authors: Ion Stoica Mosharaf Chowdhury Matei Zaharia Geoffrey M. Voelker Stefan Savage Michael J. Franklin Scott Shenker Ankur Dave
Journals: IEEE Transactions on Biomedical Engineering (1 paper)Journal of Endourology (1 paper)IEEE Transactions on Medical Robotics and Bionics (1 paper)ACM SIGCOMM Computer Communication Review (1 paper)IEEE Sensors Journal (1 paper)
Partner nations: United States United Kingdom Australia

In The Last Decade

Justin Ma

27 papers receiving 4.8k citations

Hit Papers

5 papers align trajectories log scale

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing 2012 · 2.4k citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2012 UC Berkeley
2011 Design and Evaluation of a Real-Time URL Spam Filtering Service
2011 Managing data transfers in computer clusters with orchestra
2009 Beyond blacklists
2009 Identifying suspicious URLs

Peers

Countries citing papers authored by Justin Ma

Since Specialization

Citations

This map shows the geographic impact of Justin Ma'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 Justin Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Justin Ma more than expected).

Fields of papers citing papers by Justin Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Justin Ma. 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 Justin Ma. The network helps show where Justin Ma may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Justin Ma, 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 Justin Ma Line = papers co-authored together Justin Ma links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Uncertainty-Aware Shape Estimation of a Surgical Continuum Manipulator in Constrained Environments using Fiber Bragg Grating Sensors Alexander Vladislavovich Asylbaev, 東芝セミコンダクター社大分工場施設管理部施設管理課, Francis G. Sisk, Peyman Hamidi, Justin Ma, Robert B. Grupp, Alejandro Martin‐Gomez, Mehran Armand	2024	2
2	Design and Fabrication of a Fiber Bragg Grating Shape Sensor for Shape Reconstruction of a Continuum Manipulator IEEE Sensors Journal ·Francis G. Sisk, Marijan Hajduković, R. A. Schmitt, Peyman Hamidi, Justin Ma, Iulian Iordachita, Mehran Armand	2023	15
3	Fluoroscopy-Guided Robotic System for Transforaminal Lumbar Epidural Injections IEEE Transactions on Medical Robotics and Bionics ·Cong Gao, Peyman Hamidi, A. J. Larner, Justin Ma, 渡正元, Mathias Unberath, Russell H. Taylor, Amit Jain, Mehran Armand	2022	12
4	Autonomous Spinal Robotic System for Transforaminal Lumbar Epidural Injections: A Proof of Concept of Study Global Spine Journal ·A. J. Larner, Peyman Hamidi, Cong Gao, Justin Ma, Krishna V. Suresh, S Orzechowski, Amirhossein Tehranchi, Russell H. Taylor, Mehran Armand, Najada Gjylametaj, Amit Jain	2022	9
5	An Active Steering Hand-Held Robotic System for Minimally Invasive Orthopaedic Surgery Using a Continuum Manipulator IEEE Robotics and Automation Letters ·Justin Ma, Shahriar Sefati, Russell H. Taylor, Mehran Armand	2021	33
6	Fluoroscopic Navigation for a Surgical Robotic System Including a Continuum Manipulator IEEE Transactions on Biomedical Engineering ·Cong Gao, Peyman Hamidi, Shahriar Sefati, Justin Ma, Russell H. Taylor, Mathias Unberath, Mehran Armand	2021	19
7	Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing UC Berkeley ·Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Lammerts, Michael J. Franklin, Scott Shenker, Ion Stoica Hit paper breakdown →	2012	2411
8	Fast and Interactive Analytics over Hadoop Data with Spark Michael J. Franklin, Riccio Maria Pia, A. G. OGSTON, Mosharaf Chowdhury, Y. Messer, Justin Ma, Lammerts, Scott Shenker, Ion Stoica	2012	111
9	Predictive Factors for Intraoperative Balloon Dilation in Semirigid Ureteroscopic Lithotripsy Journal of Endourology ·Bin Xu, Justin I. Friedlander, A W Yanuar Firdaus, Mirjam C.A. de Weijert, Eric Ghiraldi, Justin Ma, Zhamshid Okhunov, Zeph Okeke, Arthur D. Smith	2012	7
10	Networking in the long emergency Barath Raghavan, Justin Ma	2011	22
11	Design and Evaluation of a Real-Time URL Spam Filtering Service Kurt Thomas, Chris Grier, Justin Ma, Vern Paxson, Dawn Song Hit paper breakdown →	2011	314
12	Managing data transfers in computer clusters with orchestra Mosharaf Chowdhury, Matei Zaharia, Justin Ma, Michael I. Jordan, Ion Stoica Hit paper breakdown →	2011	417
13	Learning to detect malicious URLs ACM Transactions on Intelligent Systems and Technology ·Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker	2011	146
14	Managing data transfers in computer clusters with orchestra ACM SIGCOMM Computer Communication Review ·Mosharaf Chowdhury, Matei Zaharia, Justin Ma, Michael I. Jordan, Ion Stoica	2011	215
15	Exploiting Feature Covariance in High-Dimensional Online Learning Justin Ma, Alex Kulesza, Mark Dredze, Koby Crammer, Lawrence K. Saul, Fernando Pereira	2010	11
16	Identifying suspicious URLs Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker Hit paper breakdown →	2009	329
17	Finding diversity in remote code injection exploits Justin Ma, John Dunagan, Helen J. Wang, Stefan Savage, Geoffrey M. Voelker	2006	23
18	The Design of Efficient Internetwork Authentication for Ubiquitous Wireless Communications Digital Repository at the University of Maryland (University of Maryland College Park) ·Min-Ho Shin, Justin Ma, William A. Arbaugh	2006	2
19	Scalability, fidelity, and containment in the potemkin virtual honeyfarm Michael Vrable, Justin Ma, Jay Chen, David Moore, Franco Laercio J., Alex C. Snoeren, Geoffrey M. Voelker, Stefan Savage	2005	99
20	Self-stopping worms Justin Ma, Geoffrey M. Voelker, Stefan Savage	2005	33

About Justin Ma

Justin Ma is a scholar working on Signal Processing, Computer Networks and Communications, Information Systems, Artificial Intelligence and Hardware and Architecture, having authored 27 papers that have together received 5.2k indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (10 papers), Advanced Malware Detection Techniques (9 papers), Spam and Phishing Detection (5 papers), Internet Traffic Analysis and Secure E-voting (5 papers), Caching and Content Delivery (4 papers), Cloud Computing and Resource Management (4 papers), Soft Robotics and Applications (4 papers) and Peer-to-Peer Network Technologies (2 papers). The work is most often cited by research in Information Systems (3.4k citations), Computer Networks and Communications (3.4k citations), Signal Processing (1.3k citations), Hardware and Architecture (490 citations) and Artificial Intelligence (1.8k citations). Justin Ma has collaborated with scholars based in United States, United Kingdom and Australia. Frequent co-authors include Ion Stoica, Mosharaf Chowdhury, Matei Zaharia, Geoffrey M. Voelker, Stefan Savage, Michael J. Franklin, Scott Shenker, Ankur Dave, Tathagata Das and Lawrence K. Saul. Their work appears in journals such as IEEE Transactions on Biomedical Engineering, Journal of Endourology, IEEE Transactions on Medical Robotics and Bionics, ACM SIGCOMM Computer Communication Review and IEEE Sensors Journal.

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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