Ali Ghodsi

17.1k total citations · 6 hit papers
140 papers, 9.8k citations indexed

About

Ali Ghodsi is a scholar working on Computer Networks and Communications, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Ali Ghodsi has authored 140 papers receiving a total of 9.8k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Computer Networks and Communications, 47 papers in Artificial Intelligence and 40 papers in Computer Vision and Pattern Recognition. Recurrent topics in Ali Ghodsi's work include Cloud Computing and Resource Management (28 papers), Peer-to-Peer Network Technologies (27 papers) and Face and Expression Recognition (23 papers). Ali Ghodsi is often cited by papers focused on Cloud Computing and Resource Management (28 papers), Peer-to-Peer Network Technologies (27 papers) and Face and Expression Recognition (23 papers). Ali Ghodsi collaborates with scholars based in Canada, United States and Sweden. Ali Ghodsi's co-authors include Ion Stoica, Scott Shenker, Matei Zaharia, Andy Konwinski, Benjamin Hindman, Michael Armbrust, Reynold Xin, Michael J. Franklin, Peter Bailis and Xiangrui Meng and has published in prestigious journals such as Nature Methods, Communications of the ACM and IEEE Transactions on Signal Processing.

In The Last Decade

Ali Ghodsi

136 papers receiving 9.3k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Apache Spark

2016 1.4k citations Matei Zaharia, Reynold Xin et al. profile →
Mesos: a platform for fine-grained resource sharing in the data center

2011 1.1k citations Benjamin Hindman, Andy Konwinski et al. Networked Systems Design and Implementation profile →
Spark SQL

2015 761 citations Michael Armbrust, Reynold Xin et al. profile →
Dominant resource fairness: fair allocation of multiple resource types

2011 716 citations Ali Ghodsi, Matei Zaharia et al. Networked Systems Design and Implementation profile →
Effective straggler mitigation: attack of the clones

2013 278 citations Ganesh Ananthanarayanan, Ali Ghodsi et al. Networked Systems Design and Implementation profile →
Less pain, most of the gain

2013 239 citations Ali Ghodsi, Scott Shenker et al. profile →

Peers

Countries citing papers authored by Ali Ghodsi

Since Specialization

Citations

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

Fields of papers citing papers by Ali Ghodsi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ali Ghodsi

This figure shows the co-authorship network connecting the top 25 collaborators of Ali Ghodsi. A scholar is included among the top collaborators of Ali Ghodsi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ali Ghodsi. Ali Ghodsi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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

20 of 20 papers shown

#	Work	Indexed citations
1	DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation 2023 ·(unknown), Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi	37
2	Elements of Dimensionality Reduction and Manifold Learning 2023 ·Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi	44
3	Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices 2021 ·Nature Machine Intelligence ·Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi	44
4	Generative locally linear embedding: A module for manifold unfolding and visualization 2021 ·Software Impacts ·Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley	2
5	Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics. 2021 ·Conference on Innovative Data Systems Research ·Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust	74
6	How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. 2021 ·Empirical Methods in Natural Language Processing ·Tianda Li, (unknown), (unknown), (unknown), Ali Ghodsi, Mehdi Rezagholizadeh	1
7	A new approach to the numerical solution of Fredholm integral equations using least squares-support vector regression 2020 ·Mathematics and Computers in Simulation ·Kourosh Parand, (unknown), (unknown), Ali Ghodsi	31
8	Discriminant component analysis via distance correlation maximization 2019 ·Pattern Recognition ·Lida Abdi, Ali Ghodsi	6
9	Provenance Analysis for Missing Answers and Integrity Repairs. 2018 ·IEEE Data(base) Engineering Bulletin ·Matei Zaharia, A. Chen, (unknown), Ali Ghodsi, (unknown), Andy Konwinski, (unknown), (unknown), Paul Ogilvie, (unknown), (unknown), (unknown)	53
10	HUG: multi-resource fairness for correlated and elastic demands 2016 ·Networked Systems Design and Implementation ·Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica	81
11	HAT, not CAP: towards highly available transactions 2013 ·Peter Bailis, Alan Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica	12
12	Why let resources idle? aggressive cloning of jobs with dolly 2012 ·Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica	33
13	PACMan: coordinated memory caching for parallel jobs 2012 ·Networked Systems Design and Implementation ·Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica	218
14	Dominant resource fairness: fair allocation of multiple resource types breakdown → 2011 ·Networked Systems Design and Implementation ·Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica	716
15	A novel greedy algorithm for Nyström approximation 2011 ·International Conference on Artificial Intelligence and Statistics ·Ahmed Farahat, Ali Ghodsi, Mohamed S. Kamel	17
16	The datacenter needs an operating system 2011 ·IEEE International Conference on Cloud Computing Technology and Science ·Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, (unknown), Randy H. Katz, Scott Shenker, Ion Stoica	22
17	Distance metric learning vs. Fisher discriminant analysis 2008 ·National Conference on Artificial Intelligence ·Babak Alipanahi, Michael Biggs, Ali Ghodsi	37
18	Improving embeddings by flexible exploitation of side information 2007 ·International Joint Conference on Artificial Intelligence ·Ali Ghodsi, (unknown), Finnegan Southey	13
19	Subjective mapping 2006 ·National Conference on Artificial Intelligence ·Michael Bowling, (unknown), Ali Ghodsi	3
20	Regularized Greedy Importance Sampling 2002 ·Neural Information Processing Systems ·Finnegan Southey, Dale Schuurmans, Ali Ghodsi	5

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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