Ali Ghodsi

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 14

Top Topics

Concurrency Control

Provably Near Optimal

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Michael Armbrust, Ali Ghodsi, Reynold Xin, Vuk Ercegovac, Sourav Chatterji, Eun-Gyu Kim, Paul Lappas, Yannis Papakonstantinou, Yingyi Bu, Yuhong Chen, Yijia Cui, Rahul Govind, Aakash Japi, Kiavash Kianfar, Xi Liang, Jon Mio, Mukul Murthy, Supun Nakandala, Andreas Neumann, Nitin Sharma, Yannis Sismanis, Justin Tang, Joseph Torres, Min Yang, Li Zhang, Bilal Aslam
Making Data Engineering Declarative. CIDR (2023)
Sarah Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica
The Sky Above The Clouds. CoRR (2022)
Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics. CIDR (2021)
Andrew Chen, Andy Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar
Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle. DEEM@SIGMOD (2020)
Michael Armbrust, Tathagata Das, Sameer Paranjpye, Reynold Xin, Shixiong Zhu, Ali Ghodsi, Burak Yavuz, Mukul Murthy, Joseph Torres, Liwen Sun, Peter A. Boncz, Mostafa Mokhtar, Herman Van Hovell, Adrian Ionescu, Alicja Luszczak, Michal Switakowski, Takuya Ueshin, Xiao Li, Michal Szafranski, Pieter Senster, Matei Zaharia
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores. Proc. VLDB Endow. 13 (12) (2020)
Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark. SIGMOD Conference (2018)
Matei Zaharia, Andrew Chen, Aaron Davidson, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Fen Xie, Corey Zumar
Accelerating the Machine Learning Lifecycle with MLflow. IEEE Data Eng. Bull. 41 (4) (2018)
Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel
A Berkeley View of Systems Challenges for AI. CoRR (2017)
Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica
Drizzle: Fast and Adaptable Stream Processing at Scale. SOSP (2017)
Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica
Apache Spark: a unified engine for big data processing. Commun. ACM 59 (11) (2016)
Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica
HUG: Multi-Resource Fairness for Correlated and Elastic Demands. NSDI (2016)
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Scalable Atomic Visibility with RAMP Transactions. ACM Trans. Database Syst. 41 (3) (2016)
Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia
SparkR: Scaling R Programs with Spark. SIGMOD Conference (2016)
Qifan Pu, Haoyuan Li, Matei Zaharia, Ali Ghodsi, Ion Stoica
FairRide: Near-Optimal, Fair Cache Sharing. NSDI (2016)
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. SIGMOD Conference (2015)
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
Asynchronous Complex Analytics in a Distributed Dataflow Architecture. CoRR (2015)
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox. CIDR (2015)
Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia
Scaling Spark in the Real World: Performance and Usability. Proc. VLDB Endow. 8 (12) (2015)
Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia
Spark SQL: Relational Data Processing in Spark. SIGMOD Conference (2015)
Haoyuan Li, Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica
Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks. SoCC (2014)
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Coordination-Avoiding Database Systems. CoRR (2014)
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox. CoRR (2014)
Eric J. Friedman, Ali Ghodsi, Christos-Alexandros Psomas
Strategyproof allocation of discrete jobs on multiple machines. EC (2014)
Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Coordination Avoidance in Database Systems. Proc. VLDB Endow. 8 (3) (2014)
Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
Scalable atomic visibility with RAMP transactions. SIGMOD Conference (2014)
Peter Bailis, Ali Ghodsi
Eventual consistency today: limitations, extensions, and beyond. Commun. ACM 56 (5) (2013)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Effective Straggler Mitigation: Attack of the Clones. NSDI (2013)
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
HAT, not CAP: Highly Available Transactions CoRR (2013)
Aurojit Panda, Colin Scott, Ali Ghodsi, Teemu Koponen, Scott Shenker
CAP for networks. HotSDN (2013)
Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Bolt-on causal consistency. SIGMOD Conference (2013)
Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
Highly Available Transactions: Virtues and Limitations. Proc. VLDB Endow. 7 (3) (2013)
Arka Aloke Bhattacharya, David E. Culler, Eric J. Friedman, Ali Ghodsi, Scott Shenker, Ion Stoica
Hierarchical scheduling for diverse datacenter workloads. SoCC (2013)
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
HAT, Not CAP: Towards Highly Available Transactions. HotOS (2013)
Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica
Choosy: max-min fair sharing for datacenter jobs with constraints. EuroSys (2013)
Seyed Kaveh Fayazbakhsh, Yin Lin, Amin Tootoonchian, Ali Ghodsi, Teemu Koponen, Bruce M. Maggs, K. C. Ng, Vyas Sekar, Scott Shenker
Less pain, most of the gain: incrementally deployable ICN. SIGCOMM (2013)
Barath Raghavan, Martín Casado, Teemu Koponen, Sylvia Ratnasamy, Ali Ghodsi, Scott Shenker
Software-defined internet architecture: decoupling architecture from infrastructure. HotNets (2012)
Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI (2012)
Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
The potential dangers of causal consistency and an explicit solution. SoCC (2012)
Tallat M. Shafaat, Ali Ghodsi, Seif Haridi
Dealing with Bootstrapping, Maintenance, and Network Partitions and Mergers in Structured Overlay Networks. SASO (2012)
Ali Ghodsi, Vyas Sekar, Matei Zaharia, Ion Stoica
Multi-resource fair queueing for packet processing. SIGCOMM (2012)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. HotCloud (2012)
Teemu Koponen, Scott Shenker, Hari Balakrishnan, Nick Feamster, Igor Ganichev, Ali Ghodsi, Brighten Godfrey, Nick McKeown, Guru M. Parulkar, Barath Raghavan, Jennifer Rexford, Somaya Arianfar, Dmitriy Kuptsov
Architecting for innovation. Comput. Commun. Rev. 41 (3) (2011)
Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types. NSDI (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center. NSDI (2011)
Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica
Disk-Locality in Datacenter Computing Considered Irrelevant. HotOS (2011)
Ali Ghodsi, Teemu Koponen, Jarno Rajahalme, Pasi Sarolahti, Scott Shenker
Naming in content-oriented architectures. ICN (2011)
Ali Ghodsi, Scott Shenker, Teemu Koponen, Ankit Singla, Barath Raghavan, James Wilcox
Information-centric networking: seeing the forest for the trees. HotNets (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: Flexible Resource Sharing for the Cloud. login Usenix Mag. 36 (4) (2011)
Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
The Datacenter Needs an Operating System. HotCloud (2011)
Ali Ghodsi, Scott Shenker, Teemu Koponen, Ankit Singla, Barath Raghavan, James Wilcox
Intelligent design enables architectural evolution. HotNets (2011)
Lucian Popa, Ali Ghodsi, Ion Stoica
HTTP as the narrow waist of the future internet. HotNets (2010)
Tallat M. Shafaat, Ali Ghodsi, Seif Haridi
Dealing with network partitions in structured overlay networks. Peer-to-Peer Netw. Appl. 2 (4) (2009)
Paolo Trunfio, Domenico Talia, Ali Ghodsi, Seif Haridi
Implementing Dynamic Querying Search in k-ary DHT-based Overlays. CoreGRID Integration Workshop (2008)
Tallat M. Shafaat, Monika Moser, Ali Ghodsi, Thorsten Schütt, Seif Haridi, Alexander Reinefeld
On Consistency Of Data In Structured Overlay Networks. CoreGRID Integration Workshop (2008)
Tallat M. Shafaat, Monika Moser, Thorsten Schütt, Alexander Reinefeld, Ali Ghodsi, Seif Haridi
Key-based consistency and availability in structured overlay networks. Infoscale (2008)
Tallat M. Shafaat, Thorsten Schütt, Monika Moser, Seif Haridi, Ali Ghodsi, Alexander Reinefeld
Key-based consistency and availability in structured overlay networks. HPDC (2008)
Tallat M. Shafaat, Ali Ghodsi, Seif Haridi
A Practical Approach to Network Size Estimation for Structured Overlays. IWSOS (2008)
Tallat M. Shafaat, Ali Ghodsi, Seif Haridi
Handling Network Partitions and Mergers in Structured Overlay Networks. Peer-to-Peer Computing (2007)
Hakim Weatherspoon, Hugo Miranda, Konrad Iwanicki, Ali Ghodsi, Yann Busnel
Gossiping over storage systems is practical. ACM SIGOPS Oper. Syst. Rev. 41 (5) (2007)
Ali Ghodsi, Seif Haridi, Hakim Weatherspoon
Exploiting the synergy between gossiping and structured overlays. ACM SIGOPS Oper. Syst. Rev. 41 (5) (2007)
Roberto Roverso, Cosmin Arad, Ali Ghodsi, Seif Haridi
DKS: Distributed K-Ary System. A Middleware for Building Large Scale Dynamic Distributed Applications. CoreGRID Workshop - Making Grids Work (2007)
Jimmy Jernberg, Vladimir Vlassov, Ali Ghodsi, Seif Haridi
DOH: A Content Delivery Peer-to-Peer Network. Euro-Par (2006)
Karl Aberer, Luc Onana Alima, Ali Ghodsi, Sarunas Girdzijauskas, Seif Haridi, Manfred Hauswirth
The Essence of P2P: A Reference Architecture for Overlay Networks. Peer-to-Peer Computing (2005)
Ali Ghodsi, Luc Onana Alima, Seif Haridi
Low-Bandwidth Topology Maintenance for Robustness in Structured Overlay Networks. HICSS (2005)
Ali Ghodsi, Luc Onana Alima, Seif Haridi
Symmetric Replication for Structured Peer-to-Peer Systems. DBISP2P (2005)
Luc Onana Alima, Ali Ghodsi, Seif Haridi
A Framework for Structured Peer-to-Peer Overlay Networks. Global Computing (2004)
Luc Onana Alima, Ali Ghodsi, Sameh El-Ansary, Per Brand, Seif Haridi
Multicast in DKS(N, k, f) Overlay Networks. Peer-to-Peer Computing (2003)
Luc Onana Alima, Ali Ghodsi, Per Brand, Seif Haridi
Multicast in DKS(N, k, f) Overlay Networks. OPODIS (2003)