Srikanth Kandula

Laurel J. Orr

VLDB J., 2022

Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts.

[BibT_eX]

[DOI]

Beibin Li

Yao Lu

Vaishnavi Nattar Ranganathan

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Minding the gap between fast heuristics and their optimal counterparts.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2021

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Energy-Proportional Data Center Network Architecture Through OS, Switch and Laser Co-design.

[BibT_eX]

[DOI]

Haiyang Han

Nikos Terzenidis

Dimitris Syrivelis

Arash Farhadi Beldachi

CoRR, 2021

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP.

[BibT_eX]

[DOI]

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks.

[BibT_eX]

[DOI]

Nofel Yaseen

Behnaz Arzani

Krishna Chintalapudi

Felipe Vieira Frujeri

Proceedings of the HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, 2021

2020

Approximate Partition Selection for Big-Data Workloads using Summary Statistics.

[BibT_eX]

[DOI]

Philip Alexander Levis

Proc. VLDB Endow., 2020

2019

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters.

[BibT_eX]

[DOI]

Laurel J. Orr

Proc. VLDB Endow., 2019

Experiences with Approximating Queries in Microsoft's Production Big-Data Clusters.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Selectivity Estimation for Range Predicates using Lightweight Models.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Efficient inter-datacenter bulk transfers with mixed completion time objectives.

[BibT_eX]

[DOI]

Comput. Networks, 2019

Cracking Open the Black Box: What Observations Can Tell Us About Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Arnaud Dethise

Marco Canini

Proceedings of the 2019 Workshop on Network Meets AI & ML, 2019

2018

Fast and Efficient Bulk Multicasting over Dedicated Inter-Datacenter Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Interactive Demonstration of Probabilistic Predicates.

[BibT_eX]

[DOI]

Yao Lu

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

Accelerating Machine Learning Inference with Probabilistic Predicates.

[BibT_eX]

[DOI]

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

QuickCast: Fast and Efficient Inter-Datacenter Transfers Using Forwarding Tree Cohorts.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Netco: Cache and I/O Management for Analytics over Disaggregated Stores.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Approximate Query Processing: No Silver Bullet.

[BibT_eX]

[DOI]

Bolin Ding

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

DCCast: Efficient Point to Multipoint Transfers Across Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Workshop on Hot Topics in Cloud Computing, 2017

2016

Do the Hard Stuff First: Scheduling Dependent Computations in Data-Analytics Clusters.

[BibT_eX]

[DOI]

CoRR, 2016

Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters.

[BibT_eX]

[DOI]

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

Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

GRAPHENE: Packing and Dependency-Aware Scheduling for Data-Parallel Clusters.

[BibT_eX]

[DOI]

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

CloudBuild: Microsoft's distributed and caching build service.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Software Engineering, 2016

Resource Management with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Efficient queue management for cluster scheduling.

[BibT_eX]

[DOI]

Jeff Rasley

Konstantinos Karanasos

Proceedings of the Eleventh European Conference on Computer Systems, 2016

Optasia: A Relational Platform for Efficient Large-Scale Video Analytics.

[BibT_eX]

[DOI]

Yao Lu

Aakanksha Chowdhery

Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015

Low Latency Geo-distributed Data Analytics.

[BibT_eX]

[DOI]

Qifan Pu

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

2014

Traffic engineering with forward fault correction.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Calendaring for wide area networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Dynamic scheduling of network updates.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Multi-resource packing for cluster schedulers.

[BibT_eX]

[DOI]

Robert Grandl

Aditya Akella

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

2013

Speeding up distributed request-response workflows.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Achieving high utilization with software-driven WAN.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Leveraging endpoint flexibility in data-intensive clusters.

[BibT_eX]

[DOI]

Mosharaf Chowdhury

Ion Stoica

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Virtualizing Traffic Shapers for Practical Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 5th USENIX Workshop on Hot Topics in Cloud Computing, 2013

2012

Recurring job optimization in scope.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

PACMan: Coordinated Memory Caching for Parallel Jobs.

[BibT_eX]

[DOI]

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

Reoptimizing Data Parallel Computing.

[BibT_eX]

[DOI]

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

Act for affordable data care.

[BibT_eX]

[DOI]

Saikat Guha

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

Jockey: guaranteed job latency in data parallel clusters.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Computer Systems, 2012

2011

Comparing Public-Cloud Providers.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2011

VL2: a scalable and flexible data center network.

[BibT_eX]

[DOI]

Commun. ACM, 2011

CloudProphet: towards application performance prediction in cloud.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Augmenting data center networks with multi-gigabit wireless links.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Profiling Network Performance for Multi-tier Data Center Applications.

[BibT_eX]

[DOI]

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

Sharing the Data Center Network.

[BibT_eX]

[DOI]

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

Scarlett: coping with skewed content popularity in mapreduce clusters.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Computer Systems, 2011

2010

Reining in the Outliers in Map-Reduce Clusters using Mantri.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

Diversity in smartphone usage.

[BibT_eX]

[DOI]

Hossein Falaki

Ratul Mahajan

Dimitrios Lymberopoulos

Ramesh Govindan

Deborah Estrin

Proceedings of the 8th International Conference on Mobile Systems, 2010

CloudCmp: comparing public cloud providers.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010

A first look at traffic on smartphones.

[BibT_eX]

[DOI]

Hossein Falaki

Dimitrios Lymberopoulos

Ratul Mahajan

Deborah Estrin

Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010

NetClinic: Interactive visualization to enhance automated fault diagnosis in enterprise networks.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

SideCar: building programmable datacenter networks without programmable switches.

[BibT_eX]

[DOI]

Alan Shieh

Emin Gün Sirer

Proceedings of the 9th ACM Workshop on Hot Topics in Networks. HotNets 2010, Monterey, CA, USA - October 20, 2010

Seawall: Performance Isolation for Cloud Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

2009

Increasing the robustness of networked systems.

[BibT_eX]

[DOI]

PhD thesis, 2009

Detailed diagnosis in enterprise networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009

The nature of data center traffic: measurements & analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGCOMM Internet Measurement Conference, IMC 2009, Chicago, 2009

Sampling biases in network path measurements and what to do about it.

[BibT_eX]

[DOI]

Ratul Mahajan

Proceedings of the 9th ACM SIGCOMM Internet Measurement Conference, IMC 2009, Chicago, 2009

Flyways To De-Congest Data Center Networks.

[BibT_eX]

[DOI]

Jitendra Padhye

Paramvir Bahl

Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

2008

What's going on?: learning communication rules in edge networks.

[BibT_eX]

[DOI]

Ranveer Chandra

Dina Katabi

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput.

[BibT_eX]

[DOI]

Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

2007

Can you hear me now?!: it must be BGP.

[BibT_eX]

[DOI]

Nate Kushman

Dina Katabi

Comput. Commun. Rev., 2007

Dynamic load balancing without packet reordering.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2007

Towards highly reliable enterprise network services via inference of multi-level dependencies.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

R-BGP: Staying Connected in a Connected World.

[BibT_eX]

[DOI]

Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

2006

Discovering Dependencies for Network Management.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM Workshop on Hot Topics in Networks, 2006

2005

Surviving DDoS Attacks.

[BibT_eX]

[DOI]

Walking the tightrope: responsive yet stable traffic engineering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2005 Conference on Applications, 2005

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds (Awarded Best Student Paper).

[BibT_eX]

[DOI]

Proceedings of the 2nd Symposium on Networked Systems Design and Implementation (NSDI 2005), 2005

Shrink: a tool for failure diagnosis in IP networks.

[BibT_eX]

[DOI]

Dina Katabi

Jean-Philippe Vasseur

Proceedings of the 1st Annual ACM Workshop on Mining Network Data, 2005

2004

Flashback: A Lightweight Extension for Rollback and Deterministic Replay for Software Debugging.

[BibT_eX]

[DOI]

Sudarshan M. Srinivasan