Ali Ghodsi

According to our database1, Ali Ghodsi authored at least 62 papers between 2003 and 2020.

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Bibliography

2020
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores.
Proc. VLDB Endow., 2020

Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle.
Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

2018
Accelerating the Machine Learning Lifecycle with MLflow.
IEEE Data Eng. Bull., 2018

Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
A Berkeley View of Systems Challenges for AI.
CoRR, 2017

Drizzle: Fast and Adaptable Stream Processing at Scale.
Proceedings of the 26th Symposium on Operating Systems Principles, 2017

2016
Scalable Atomic Visibility with RAMP Transactions.
ACM Trans. Database Syst., 2016

Apache Spark: a unified engine for big data processing.
Commun. ACM, 2016

SparkR: Scaling R Programs with Spark.
Proceedings of the 2016 International Conference on Management of Data, 2016

FairRide: Near-Optimal, Fair Cache Sharing.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

HUG: Multi-Resource Fairness for Correlated and Elastic Demands.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

2015
Scaling Spark in the Real World: Performance and Usability.
Proc. VLDB Endow., 2015

Asynchronous Complex Analytics in a Distributed Dataflow Architecture.
CoRR, 2015

Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Spark SQL: Relational Data Processing in Spark.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox.
Proceedings of the CIDR 2015, 2015

2014
Coordination Avoidance in Database Systems.
Proc. VLDB Endow., 2014

Coordination-Avoiding Database Systems.
CoRR, 2014

Strategyproof allocation of discrete jobs on multiple machines.
Proceedings of the ACM Conference on Economics and Computation, 2014

Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks.
Proceedings of the ACM Symposium on Cloud Computing, 2014

2013
Highly Available Transactions: Virtues and Limitations.
Proc. VLDB Endow., 2013

HAT, not CAP: Highly Available Transactions
CoRR, 2013

Eventual consistency today: limitations, extensions, and beyond.
Commun. ACM, 2013

Bolt-on causal consistency.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

CAP for networks.
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013

Less pain, most of the gain: incrementally deployable ICN.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Effective Straggler Mitigation: Attack of the Clones.
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

HAT, Not CAP: Towards Highly Available Transactions.
Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Choosy: max-min fair sharing for datacenter jobs with constraints.
Proceedings of the Eighth Eurosys Conference 2013, 2013

Hierarchical scheduling for diverse datacenter workloads.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012
Multi-resource fair queueing for packet processing.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Dealing with Bootstrapping, Maintenance, and Network Partitions and Mergers in Structured Overlay Networks.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

PACMan: Coordinated Memory Caching for Parallel Jobs.
Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Software-defined internet architecture: decoupling architecture from infrastructure.
Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly.
Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

The potential dangers of causal consistency and an explicit solution.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

2011
Mesos: Flexible Resource Sharing for the Cloud.
login Usenix Mag., 2011

Architecting for innovation.
Comput. Commun. Rev., 2011

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center.
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Dominant Resource Fairness: Fair Allocation of Multiple Resource Types.
Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Disk-Locality in Datacenter Computing Considered Irrelevant.
Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Intelligent design enables architectural evolution.
Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

Information-centric networking: seeing the forest for the trees.
Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

The Datacenter Needs an Operating System.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

Naming in content-oriented architectures.
Proceedings of the 2011 ACM SIGCOMM Workshop on Information-Centric Networking, 2011

2010
HTTP as the narrow waist of the future internet.
Proceedings of the 9th ACM Workshop on Hot Topics in Networks. HotNets 2010, Monterey, CA, USA - October 20, 2010

2009
Dealing with network partitions in structured overlay networks.
Peer Peer Netw. Appl., 2009

2008
A Practical Approach to Network Size Estimation for Structured Overlays.
Proceedings of the Self-Organizing Systems, Third International Workshop, 2008

Key-based consistency and availability in structured overlay networks.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

Implementing Dynamic Querying Search in k-ary DHT-based Overlays.
Proceedings of the Grid Computing, 2008

On Consistency Of Data In Structured Overlay Networks.
Proceedings of the Grid Computing, 2008

2007
Gossiping over storage systems is practical.
ACM SIGOPS Oper. Syst. Rev., 2007

Exploiting the synergy between gossiping and structured overlays.
ACM SIGOPS Oper. Syst. Rev., 2007

Handling Network Partitions and Mergers in Structured Overlay Networks.
Proceedings of the Seventh IEEE International Conference on Peer-to-Peer Computing (P2P 2007), 2007

DKS: Distributed K-Ary System. A Middleware for Building Large Scale Dynamic Distributed Applications.
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006
DOH: A Content Delivery Peer-to-Peer Network.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005
The Essence of P2P: A Reference Architecture for Overlay Networks.
Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing (P2P 2005), 31 August, 2005

Low-Bandwidth Topology Maintenance for Robustness in Structured Overlay Networks.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Symmetric Replication for Structured Peer-to-Peer Systems.
Proceedings of the Databases, 2005

2004
A Framework for Structured Peer-to-Peer Overlay Networks.
Proceedings of the Global Computing, IST/FET International Workshop, 2004

2003
Multicast in DKS(N, k, f) Overlay Networks.
Proceedings of the 3rd International Conference on Peer-to-Peer Computing (P2P 2003), 2003

Multicast in DKS(N, k, f) Overlay Networks.
Proceedings of the Principles of Distributed Systems, 7th International Conference, 2003


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