Ali Ghodsi

Michael I. Jordan

Anthony D. Joseph

Michael W. Mahoney

Aditya G. Parameswaran

CoRR, 2022

2021

Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics.

[BibT_eX]

[DOI]

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

2018

Accelerating the Machine Learning Lifecycle with MLflow.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2018

Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

A Berkeley View of Systems Challenges for AI.

[BibT_eX]

[DOI]

CoRR, 2017

Drizzle: Fast and Adaptable Stream Processing at Scale.

[BibT_eX]

[DOI]

Shivaram Venkataraman

Proceedings of the 26th Symposium on Operating Systems Principles, 2017

2016

Scalable Atomic Visibility with RAMP Transactions.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2016

Apache Spark: a unified engine for big data processing.

[BibT_eX]

[DOI]

Shivaram Venkataraman

Commun. ACM, 2016

SparkR: Scaling R Programs with Spark.

[BibT_eX]

[DOI]

Shivaram Venkataraman

Proceedings of the 2016 International Conference on Management of Data, 2016

FairRide: Near-Optimal, Fair Cache Sharing.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

HUG: Multi-Resource Fairness for Correlated and Elastic Demands.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

2015

Scaling Spark in the Real World: Performance and Usability.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Asynchronous Complex Analytics in a Distributed Dataflow Architecture.

[BibT_eX]

[DOI]

CoRR, 2015

Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Coordination Avoidance in Database Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Coordination-Avoiding Database Systems.

[BibT_eX]

[DOI]

CoRR, 2014

Strategyproof allocation of discrete jobs on multiple machines.

[BibT_eX]

[DOI]

Eric J. Friedman

Christos-Alexandros Psomas

Proceedings of the ACM Conference on Economics and Computation, 2014

Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2014

2013

Highly Available Transactions: Virtues and Limitations.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

HAT, not CAP: Highly Available Transactions

[BibT_eX]

[DOI]

CoRR, 2013

Eventual consistency today: limitations, extensions, and beyond.

[BibT_eX]

[DOI]

Commun. ACM, 2013

Bolt-on causal consistency.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

CAP for networks.

[BibT_eX]

[DOI]

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

Less pain, most of the gain: incrementally deployable ICN.

[BibT_eX]

[DOI]

Seyed Kaveh Fayazbakhsh

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Effective Straggler Mitigation: Attack of the Clones.

[BibT_eX]

[DOI]

Scott Shenker

Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

HAT, Not CAP: Towards Highly Available Transactions.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Choosy: max-min fair sharing for datacenter jobs with constraints.

[BibT_eX]

[DOI]

Proceedings of the Eighth Eurosys Conference 2013, 2013

Hierarchical scheduling for diverse datacenter workloads.

[BibT_eX]

[DOI]

Arka Aloke Bhattacharya

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012

Multi-resource fair queueing for packet processing.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Dealing with Bootstrapping, Maintenance, and Network Partitions and Mergers in Structured Overlay Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

PACMan: Coordinated Memory Caching for Parallel Jobs.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Software-defined internet architecture: decoupling architecture from infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly.

[BibT_eX]

[DOI]

Scott Shenker

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

The potential dangers of causal consistency and an explicit solution.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

2011

Mesos: Flexible Resource Sharing for the Cloud.

[BibT_eX]

[DOI]

Architecting for innovation.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2011

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center.

[BibT_eX]

[DOI]

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Dominant Resource Fairness: Fair Allocation of Multiple Resource Types.

[BibT_eX]

[DOI]

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Disk-Locality in Datacenter Computing Considered Irrelevant.

[BibT_eX]

[DOI]

Scott Shenker

Proceedings of the 13th Workshop on Hot Topics in Operating Systems, 2011

Intelligent design enables architectural evolution.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

Information-centric networking: seeing the forest for the trees.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

The Datacenter Needs an Operating System.

[BibT_eX]

[DOI]

Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

Naming in content-oriented architectures.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM SIGCOMM Workshop on Information-Centric Networking, 2011

2010

HTTP as the narrow waist of the future internet.

[BibT_eX]

[DOI]

Lucian Popa

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.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2009

2008

A Practical Approach to Network Size Estimation for Structured Overlays.

[BibT_eX]

[DOI]

Proceedings of the Self-Organizing Systems, Third International Workshop, 2008

Key-based consistency and availability in structured overlay networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Grid Computing, 2008

On Consistency Of Data In Structured Overlay Networks.

[BibT_eX]

[DOI]

Proceedings of the Grid Computing, 2008

2007

Gossiping over storage systems is practical.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2007

Exploiting the synergy between gossiping and structured overlays.

[BibT_eX]

[DOI]

Hakim Weatherspoon

ACM SIGOPS Oper. Syst. Rev., 2007

Handling Network Partitions and Mergers in Structured Overlay Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006

Distributed k-ary System: Algorithms for Distributed Hash Tables.

[BibT_eX]

[DOI]

PhD thesis, 2006

DOH: A Content Delivery Peer-to-Peer Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Karl Aberer

Sarunas Girdzijauskas

Manfred Hauswirth

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.

[BibT_eX]

[DOI]

Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Symmetric Replication for Structured Peer-to-Peer Systems.

[BibT_eX]

[DOI]

Proceedings of the Databases, 2005

2004

A Framework for Structured Peer-to-Peer Overlay Networks.

[BibT_eX]

[DOI]