Srikanth Kandula

NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security

Kevin Hsieh*, Mike Wong*, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula

USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024

Author's Version Publication Github

Finding Adversarial Inputs for Heuristics using Multi-level Optimization

Pooria Namyar, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula, Behnaz Arzani

NSDI | February 2024

Publication Project

Solving Max-Min Fair Resource Allocations Quickly on Large Graphs

Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj

NSDI | February 2024

Publication Github Project

Enhancing Network Management Using Code Generated by Large Language Models

Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication Preprint Github

Securing Public Clouds using Dynamic Communication Graphs

Sathiya Kumaran Mani, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Ranveer Chandra, Eliran Azulai, Narayan Annamalai, Deepak Bansal, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication

Disaggregating Stateful Network Functions

Deepak Bansal, Gerald DeGrace, Rishabh Tewari, Michal Zygmunt, Silvano Gai, Mario Baldi, Krishna Doddapaneni, Arun Selvarajan, Arunkumar Arumugam, Balakrishnan Raman, Avijit Gupta, Sachin Jain, Deven Jagasia, Evan Langlais, Pranjal Srivastava, Rishiraj Hazarika, Neeraj Motwani, Soumya Tiwari, Stewart Grant, Ranveer Chandra, Srikanth Kandula

2023 Networked Systems Design and Implementation | April 2023

Publication

OneWAN is better than two: Unifying a split WAN Architecture

Umesh Krishnaswamy, Rachee Singh, Paul Mattes, Paul-Andre C Bissonnette, Nikolaj Bjørner, Zahira Nasrin, Sonal Kothari, Prabhakar Reddy, John Abeln, Srikanth Kandula, Himanshu Raj, Luis Irun-Briz, Jamie Gaudette, Erica Lan

2023 Networked Systems Design and Implementation | April 2023

Publication Project

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

NSDI | April 2023

Best Paper Award

Publication Project

Minding the gap between Fast Heuristics and their Optimal Counterparts

Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Srikanth Kandula

Hot Topics in Networking | November 2022

Publication Project Project

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

Beibin Li, Yao Lu, Srikanth Kandula

SIGMOD | April 2022

Publication

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation

Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri

VLDB | November 2021

Publication Project

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks

Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula

HotNets 2021 | November 2021

Publication Author's Version

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Data-induced predicates for sideways information passing in query optimizers

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

The VLDB Journal | August 2021

Publication Project

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Publication

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly

Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis

NSDI | November 2020

Publication Project

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters: Extended Version

September 2020

Publication Project

Approximate Partition Selection for BigData Workloads using Summary Statistics

Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis

VLDB | August 2020

DOI Project

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

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

VLDB | August 2020

Best Paper Runner-Up

Publication Project Project

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

Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman

VLDB | August 2019, Vol 12(12)

Publication Project

Selectivity Estimation for Range Predicates using Lightweight Models

Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri

45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019

DOI Publication Project

An Algorithmic Framework for Geo-Distributed Analytics

Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Erez Timnat

International Conference on NETwork Games, COntrol and OPtimisation | November 2018

Publication

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

Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao

ACM Symposium on Cloud Computing (SOCC) | October 2018

Best Paper Award

Publication

Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Publication Project

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

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

Mohammad Noormohammadpour, Cauligi S Raghavendra, Srikanth Kandula, Sriram Rao

International Conference on Computer Communications | April 2018

Publication

DCCast: Efficient Point to Multipoint Transfers Across Datacenters

Mohammad Noormohammadpour , Cauligi Raghavendra , Sriram Rao, Srikanth Kandula

HotCloud | July 2017

Publication

Approximate Query Processing: No Silver Bullet

Surajit Chaudhuri, Bolin Ding, Srikanth Kandula

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017

Publication Project

Resource Management with Deep Reinforcement Learning

Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula

HotNets-XV, Atlanta, GA, USA | November 2016

Publication Publication Publication Project

Errata and Proofs for Quickr

Srikanth Kandula

MSR-TR-2017-14 | November 2016

Published by Microsoft

Publication Project

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

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula

SoCC '16, Santa Clara, CA, USA | October 2016

Publication Publication Publication Project

Graphene: Packing and Dependency-aware Scheduling for Data-Parallel Clusters

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

Operating Systems Design and Implementation | October 2016

Publication Publication Publication Publication Project

Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers

Virajith Jalaparti, Ivan Bliznets, Brendan Lucier, Srikanth Kandula, Ishai Menache

Sigcomm 2016 | August 2016

Publication Publication Publication

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

CloudBuild: Microsoft’s Distributed and Caching Build Service

Hamed Esfahani, Jonas Fietz, Qi Ke, Alexei Kolomiets, Erica Lan, Erik Mavrinac, Wolfram Schulte, Newton Sanches, Srikanth Kandula

SEIP | June 2016

Publication Project Project

Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters

Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Publication Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Sriram Rao, Milan Vojnovic

European Conference on Computer Systems (EuroSys) | April 2016

Publication Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Milan Vojnovic, Sriram Rao

MSR-TR-2016-12 | March 2016

Published by Microsoft

Publication Project

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

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

MSR-TR-2016-19 | February 2016

Published by Microsoft

Publication Project

Low Latency Geo-distributed Data Analytics

Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica

ACM SIGCOMM | August 2015

Publication Project

Modeling non-convex costs in an LP (for traffic engineering on WANs)

Srikanth Kandula, Brendan Lucier, Ishai Menache, Mohit Singh

MSR-TR-2015-14 | February 2015

Publication Project

Appendix of Paper “Traffic Engineering with Forward Fault Correction”

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang

MSR-TR-2014-114 | August 2014

Publication Project

Calendaring for Wide Area Networks

Ishai Menache, Srikanth Kandula, Roy Schwartz, Spandana Raj Babbula

ACM SIGCOMM | August 2014

Publication Project

Dynamic Scheduling of Network Updates

Xin Jin, Hongqiang Liu, Rohan Gandhi, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Jennifer Rexford, Roger Wattenhofer

MSR-TR-2014-79 | August 2014

Published by Microsoft

Technical Report MSR-TR-2006-135, Microsoft Research, September 2007.

Publication Publication Publication Project

Multi-resource Packing for Cluster Schedulers

Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella

ACM SIGCOMM | August 2014

Publication Project Project

Traffic Engineering with Forward Fault Correction

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang, David Gelernter

SIGCOMM 2014 | August 2014

Publication Publication Publication Project

Achieving High Utilization with Software-Driven WAN

Chi-Yao Hong, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Vijay Gill, Mohan Nanduri

MSR-TR-2013-54 | August 2013

Publication Publication Project

Leveraging Endpoint Flexibility in Data-Intensive Clusters

Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica

August 2013

Publication

Speeding up Distributed Request-Response Workflows

Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan

ACM SIGCOMM | August 2013

Publication

Virtualizing Traffic Shapers for Practical Resource Allocation

Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache

HotCloud | June 2013

Publication

Act for Affordable Data Care

Saikat Guha, Srikanth Kandula

Proceedings of the 11th Workshop on Hot Topics in Networks (HotNets) | October 2012

Publication

Recurring Job Optimization in Scope

Nicolas Bruno, Srikanth Kandula, Bing Shi, Ming-Chuan Wu, Jingren Zhou

SIGMOD '12 | May 2012

Publication Publication Project

PACMan: Coordinated Memory Caching for Parallel Jobs

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

USENIX NSDI | April 2012

Publication Project

Re-optimizing Data Parallel Computing

Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou

April 2012

Publication

Jockey: Guaranteed Job Latency in Data Parallel Clusters

Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,

EuroSys | January 2012

Publication

Augmenting Data Center Networks with Multi-Gigabit Wireless Links

Daniel Halperin, Srikanth Kandula, Jitu Padhye, David Whetherall, Victor Bahl

ACM SIGCOMM | August 2011

Publication

Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris

ACM EuroSys | April 2011

Publication Publication

Profiling Network Performance for Multi-Tier Data Center Applications

M. Yu, A. Greenberg, D. Maltz, J. Rexford, L. Yuan, S. Kandula, C. Kim, Dave Maltz, Srikanth Kandula, Albert Greenberg

NSDI | March 2011

Publication

CloudCmp: Comparing Public Cloud Providers

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2010 Internet Measurement Conference | November 2010

2010 Internet Measurement Conference

Publication

A First Look at Traffic on Smartphones

Hossein Falaki, Dimitrios Lymberopoulos, Ratul Mahajan, Srikanth Kandula, Deborah Estrin

IMC'10, Melbourne, Australia. | November 2010

Publication

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Publication Publication Project

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

USENIX OSDI | October 2010

Publication

CloudCmp: Shopping for a Cloud Made Easy

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2nd USENIX Workshop on Hot Topics in Cloud Computing | June 2010

2nd USENIX Workshop on Hot Topics in Cloud Computing

Publication

Diversity in Smartphone Usage

Hossein Falaki, Ratul Mahajan, Srikanth Kandula, Dimitrios Lymberopoulos, Ramesh Govindan, Debroah Estrin

MobiSys'10, San Francisco, California, USA | June 2010

Publication

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

MSR-TR-2010-2013 | June 2010

Publication

Sampling Biases in Network Path Measurements and What to Do About It

Srikanth Kandula, Ratul Mahajan

Internet Measurement Conference | November 2009

Publication Publication

The Nature of Data Center Traffic: Measurements and Analysis

Srikanth Kandula, Sudipta Sengupta, Albert Greenberg, Parveen Patel, Ronnie Chaiken

2009 Internet Measurement Conference | November 2009

Publication

Trusted End Host Monitors For Securing Cloud Datacenters

alan shieh, Srikanth Kandula, Albert Greenberg

22nd ACM Symposium on Operating System Principles (Work-in-progress session) | October 2009

Publication Project

Detailed Diagnosis in Enterprise Networks

Srikanth Kandula, Ratul Mahajan, Patrick Verkaik, Sharad Agarwal, Jitu Padhye, Victor Bahl

SIGCOMM | August 2009

SIGCOMM

Publication Project

Flyways To De-Congest Data Center Networks

Srikanth Kandula, Jitu Padhye, Victor Bahl

MSR-TR-2009-109 | August 2009

Publication

VL2: A Scalable and Flexible Data Center Network

Albert Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, Dave Maltz, Parveen Patel, Sudipta Sengupta

SIGCOMM | August 2009

Recognized as one of "the most important research results published in CS in recent years".

Publication Publication

Whats Going On? Learning Communication Rules in Edge Networks

Srikanth Kandula, Ranveer Chandra, Dina Katabi

ACM SIGCOMM | August 2008

Publication Publication Project

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput

Srikanth Kandula, Kate Lin, Tural Badirkhanli, Dina Katabi

Fifth Networked Systems Design and Implementation (NSDI) | April 2008

Publication Publication

Towards Highly Reliable Enterprise Network Services via Inference of Multi-level Dependencies

Paramvir Bahl, Ranveer Chandra, Albert Greenberg, Srikanth Kandula, David Maltz, Ming Zhang, Victor Bahl, Dave Maltz

SIGCOMM | August 2007

Publication Publication Project

R-BGP: Staying Connected in a Connected World

Nate Kushman, Srikanth Kandula, Dina Katabi, Bruce Maggs

Fourth Networked Systems Design and Implementation (NSDI) | April 2007

Publication

Can You Hear Me Now?! It Must be BGP.

Nate Kushman, Srikanth Kandula, Dina Katabi

ACM Computer Communications Review (CCR) | March 2007

Publication

Flare: Responsive Load Balancing Without Packet Reordering

Srikanth Kandula, Dina Katabi, Shan Sinha, Arthur Berger

ACM Computer Communications Review (CCR) | March 2007

Publication

Discovering Dependencies for Network Management

Victor Bahl, Paul Barham, Richard Black, Ranveer Chandra, Moises Goldszmidt, Rebecca Isaacs, Srikanth Kandula, Lun Li, John MacCormick, Dave Maltz, Richard Mortier, Mike Wawrzoniak, Ming Zhang

Workshop on Hot Topics in Networks (HotNets-V) | November 2006

Publication Project

Surviving DDoS Attacks

Srikanth Kandula

USENIX | October 2005

Publication

Shrink: A Tool for Failure Diagnosis in IP Networks

Srikanth Kandula, Dina Katabi, Jean-Philippe Vasseur

Sigcomm MineNets Workshop | August 2005

Publication

Walking the Tightrope: Responsive Yet Stable Traffic Engineering

Srikanth Kandula, Dina Katabi, Bruce Davie, Anna Charny

SIGCOMM | August 2005

Publication Publication

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds

Srikanth Kandula, Dina Katabi, Matthias Jacob, Arthur Berger

Second Networked Systems Design and Implementation (NSDI) | May 2005

Best Student Paper Award

Publication Publication

A Case for Resource Heterogeneity in Large Sensor Networks

Srikanth Kandula, Jennifer Hou, Lui Sha

January 2004

IEEE MILCOM (Invited Paper)

Publication

Beyond SYNFloods: Guarding Web Server Resources from DDoS Attacks

Srikanth Kandula, Shan Sinha, Dina Katabi, Matthias Jacob

October 2003

SOSP 2003 Work-in-progress Session

Publication

LARK: A Light-weight Resilient Application-Level Multicast Protocol

Srikanth Kandula, Jong-Kwon Lee, Jennifer C. Hou

January 2003

IEEE CCW (Invited Paper)

Publication

Argus: A Distributed Network Intrusion Detection System

Srikanth Kandula, Sankalp Singh, Dheeraj Sanghi

USENIX SANE | January 2002

USENIX SANE

Publication

Integrated Network Performance Diagnostics

Srikanth Kandula, Anees Shaikh, Erich Nahum

January 2002

New York Metro Area Networking Workshop

Publication

NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security

Kevin Hsieh*, Mike Wong*, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula

USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024

Author's Version Publication Github

Finding Adversarial Inputs for Heuristics using Multi-level Optimization

Pooria Namyar, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula, Behnaz Arzani

NSDI | February 2024

Publication Project

Solving Max-Min Fair Resource Allocations Quickly on Large Graphs

Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj

NSDI | February 2024

Publication Github Project

Securing Public Clouds using Dynamic Communication Graphs

Sathiya Kumaran Mani, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Ranveer Chandra, Eliran Azulai, Narayan Annamalai, Deepak Bansal, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication

Enhancing Network Management Using Code Generated by Large Language Models

Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication Preprint Github

Disaggregating Stateful Network Functions

Deepak Bansal, Gerald DeGrace, Rishabh Tewari, Michal Zygmunt, Silvano Gai, Mario Baldi, Krishna Doddapaneni, Arun Selvarajan, Arunkumar Arumugam, Balakrishnan Raman, Avijit Gupta, Sachin Jain, Deven Jagasia, Evan Langlais, Pranjal Srivastava, Rishiraj Hazarika, Neeraj Motwani, Soumya Tiwari, Stewart Grant, Ranveer Chandra, Srikanth Kandula

2023 Networked Systems Design and Implementation | April 2023

Publication

OneWAN is better than two: Unifying a split WAN Architecture

Umesh Krishnaswamy, Rachee Singh, Paul Mattes, Paul-Andre C Bissonnette, Nikolaj Bjørner, Zahira Nasrin, Sonal Kothari, Prabhakar Reddy, John Abeln, Srikanth Kandula, Himanshu Raj, Luis Irun-Briz, Jamie Gaudette, Erica Lan

2023 Networked Systems Design and Implementation | April 2023

Publication Project

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

NSDI | April 2023

Best Paper Award

Publication Project

Minding the gap between Fast Heuristics and their Optimal Counterparts

Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Srikanth Kandula

Hot Topics in Networking | November 2022

Publication Project Project

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks

Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula

HotNets 2021 | November 2021

Publication Author's Version

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Data-induced predicates for sideways information passing in query optimizers

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

The VLDB Journal | August 2021

Publication Project

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Publication

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly

Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis

NSDI | November 2020

Publication Project

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters: Extended Version

September 2020

Publication Project

Approximate Partition Selection for BigData Workloads using Summary Statistics

Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis

VLDB | August 2020

DOI Project

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

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

VLDB | August 2020

Best Paper Runner-Up

Publication Project Project

Selectivity Estimation for Range Predicates using Lightweight Models

Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri

45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019

DOI Publication Project

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

Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman

VLDB | August 2019, Vol 12(12)

Publication Project

An Algorithmic Framework for Geo-Distributed Analytics

Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Erez Timnat

International Conference on NETwork Games, COntrol and OPtimisation | November 2018

Publication

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

Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao

ACM Symposium on Cloud Computing (SOCC) | October 2018

Best Paper Award

Publication

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Publication Project

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

Mohammad Noormohammadpour, Cauligi S Raghavendra, Srikanth Kandula, Sriram Rao

International Conference on Computer Communications | April 2018

Publication

DCCast: Efficient Point to Multipoint Transfers Across Datacenters

Mohammad Noormohammadpour , Cauligi Raghavendra , Sriram Rao, Srikanth Kandula

HotCloud | July 2017

Publication

Approximate Query Processing: No Silver Bullet

Surajit Chaudhuri, Bolin Ding, Srikanth Kandula

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017

Publication Project

Resource Management with Deep Reinforcement Learning

Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula

HotNets-XV, Atlanta, GA, USA | November 2016

Publication Publication Publication Project

Errata and Proofs for Quickr

Srikanth Kandula

MSR-TR-2017-14 | November 2016

Published by Microsoft

Publication Project

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

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula

SoCC '16, Santa Clara, CA, USA | October 2016

Publication Publication Publication Project

Graphene: Packing and Dependency-aware Scheduling for Data-Parallel Clusters

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

Operating Systems Design and Implementation | October 2016

Publication Publication Publication Publication Project

Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers

Virajith Jalaparti, Ivan Bliznets, Brendan Lucier, Srikanth Kandula, Ishai Menache

Sigcomm 2016 | August 2016

Publication Publication Publication

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters

Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Publication Project

CloudBuild: Microsoft’s Distributed and Caching Build Service

Hamed Esfahani, Jonas Fietz, Qi Ke, Alexei Kolomiets, Erica Lan, Erik Mavrinac, Wolfram Schulte, Newton Sanches, Srikanth Kandula

SEIP | June 2016

Publication Project Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Sriram Rao, Milan Vojnovic

European Conference on Computer Systems (EuroSys) | April 2016

Publication Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Milan Vojnovic, Sriram Rao

MSR-TR-2016-12 | March 2016

Published by Microsoft

Publication Project

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

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

MSR-TR-2016-19 | February 2016

Published by Microsoft

Publication Project

Low Latency Geo-distributed Data Analytics

Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica

ACM SIGCOMM | August 2015

Publication Project

Modeling non-convex costs in an LP (for traffic engineering on WANs)

Srikanth Kandula, Brendan Lucier, Ishai Menache, Mohit Singh

MSR-TR-2015-14 | February 2015

Publication Project

Appendix of Paper “Traffic Engineering with Forward Fault Correction”

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang

MSR-TR-2014-114 | August 2014

Publication Project

Multi-resource Packing for Cluster Schedulers

Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella

ACM SIGCOMM | August 2014

Publication Project Project

Calendaring for Wide Area Networks

Ishai Menache, Srikanth Kandula, Roy Schwartz, Spandana Raj Babbula

ACM SIGCOMM | August 2014

Publication Project

Dynamic Scheduling of Network Updates

Xin Jin, Hongqiang Liu, Rohan Gandhi, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Jennifer Rexford, Roger Wattenhofer

MSR-TR-2014-79 | August 2014

Published by Microsoft

Technical Report MSR-TR-2006-135, Microsoft Research, September 2007.

Publication Publication Publication Project

Traffic Engineering with Forward Fault Correction

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang, David Gelernter

SIGCOMM 2014 | August 2014

Publication Publication Publication Project

Speeding up Distributed Request-Response Workflows

Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan

ACM SIGCOMM | August 2013

Publication

Leveraging Endpoint Flexibility in Data-Intensive Clusters

Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica

August 2013

Publication

Achieving High Utilization with Software-Driven WAN

Chi-Yao Hong, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Vijay Gill, Mohan Nanduri

MSR-TR-2013-54 | August 2013

Publication Publication Project

Virtualizing Traffic Shapers for Practical Resource Allocation

Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache

HotCloud | June 2013

Publication

Act for Affordable Data Care

Saikat Guha, Srikanth Kandula

Proceedings of the 11th Workshop on Hot Topics in Networks (HotNets) | October 2012

Publication

Recurring Job Optimization in Scope

Nicolas Bruno, Srikanth Kandula, Bing Shi, Ming-Chuan Wu, Jingren Zhou

SIGMOD '12 | May 2012

Publication Publication Project

PACMan: Coordinated Memory Caching for Parallel Jobs

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

USENIX NSDI | April 2012

Publication Project

Re-optimizing Data Parallel Computing

Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou

April 2012

Publication

Jockey: Guaranteed Job Latency in Data Parallel Clusters

Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,

EuroSys | January 2012

Publication

Augmenting Data Center Networks with Multi-Gigabit Wireless Links

Daniel Halperin, Srikanth Kandula, Jitu Padhye, David Whetherall, Victor Bahl

ACM SIGCOMM | August 2011

Publication

Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris

ACM EuroSys | April 2011

Publication Publication

Profiling Network Performance for Multi-Tier Data Center Applications

M. Yu, A. Greenberg, D. Maltz, J. Rexford, L. Yuan, S. Kandula, C. Kim, Dave Maltz, Srikanth Kandula, Albert Greenberg

NSDI | March 2011

Publication

CloudCmp: Comparing Public Cloud Providers

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2010 Internet Measurement Conference | November 2010

2010 Internet Measurement Conference

Publication

A First Look at Traffic on Smartphones

Hossein Falaki, Dimitrios Lymberopoulos, Ratul Mahajan, Srikanth Kandula, Deborah Estrin

IMC'10, Melbourne, Australia. | November 2010

Publication

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Publication Publication Project

CloudCmp: Shopping for a Cloud Made Easy

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2nd USENIX Workshop on Hot Topics in Cloud Computing | June 2010

2nd USENIX Workshop on Hot Topics in Cloud Computing

Publication

Diversity in Smartphone Usage

Hossein Falaki, Ratul Mahajan, Srikanth Kandula, Dimitrios Lymberopoulos, Ramesh Govindan, Debroah Estrin

MobiSys'10, San Francisco, California, USA | June 2010

Publication

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

MSR-TR-2010-2013 | June 2010

Publication

Sampling Biases in Network Path Measurements and What to Do About It

Srikanth Kandula, Ratul Mahajan

Internet Measurement Conference | November 2009

Publication Publication

The Nature of Data Center Traffic: Measurements and Analysis

Srikanth Kandula, Sudipta Sengupta, Albert Greenberg, Parveen Patel, Ronnie Chaiken

2009 Internet Measurement Conference | November 2009

Publication

Trusted End Host Monitors For Securing Cloud Datacenters

alan shieh, Srikanth Kandula, Albert Greenberg

22nd ACM Symposium on Operating System Principles (Work-in-progress session) | October 2009

Publication Project

Detailed Diagnosis in Enterprise Networks

Srikanth Kandula, Ratul Mahajan, Patrick Verkaik, Sharad Agarwal, Jitu Padhye, Victor Bahl

SIGCOMM | August 2009

SIGCOMM

Publication Project

Flyways To De-Congest Data Center Networks

Srikanth Kandula, Jitu Padhye, Victor Bahl

MSR-TR-2009-109 | August 2009

Publication

VL2: A Scalable and Flexible Data Center Network

Albert Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, Dave Maltz, Parveen Patel, Sudipta Sengupta

SIGCOMM | August 2009

Recognized as one of "the most important research results published in CS in recent years".

Publication Publication

Whats Going On? Learning Communication Rules in Edge Networks

Srikanth Kandula, Ranveer Chandra, Dina Katabi

ACM SIGCOMM | August 2008

Publication Publication Project

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput

Srikanth Kandula, Kate Lin, Tural Badirkhanli, Dina Katabi

Fifth Networked Systems Design and Implementation (NSDI) | April 2008

Publication Publication

Towards Highly Reliable Enterprise Network Services via Inference of Multi-level Dependencies

Paramvir Bahl, Ranveer Chandra, Albert Greenberg, Srikanth Kandula, David Maltz, Ming Zhang, Victor Bahl, Dave Maltz

SIGCOMM | August 2007

Publication Publication Project

R-BGP: Staying Connected in a Connected World

Nate Kushman, Srikanth Kandula, Dina Katabi, Bruce Maggs

Fourth Networked Systems Design and Implementation (NSDI) | April 2007

Publication

Flare: Responsive Load Balancing Without Packet Reordering

Srikanth Kandula, Dina Katabi, Shan Sinha, Arthur Berger

ACM Computer Communications Review (CCR) | March 2007

Publication

Can You Hear Me Now?! It Must be BGP.

Nate Kushman, Srikanth Kandula, Dina Katabi

ACM Computer Communications Review (CCR) | March 2007

Publication

Discovering Dependencies for Network Management

Victor Bahl, Paul Barham, Richard Black, Ranveer Chandra, Moises Goldszmidt, Rebecca Isaacs, Srikanth Kandula, Lun Li, John MacCormick, Dave Maltz, Richard Mortier, Mike Wawrzoniak, Ming Zhang

Workshop on Hot Topics in Networks (HotNets-V) | November 2006

Publication Project

Surviving DDoS Attacks

Srikanth Kandula

USENIX | October 2005

Publication

Shrink: A Tool for Failure Diagnosis in IP Networks

Srikanth Kandula, Dina Katabi, Jean-Philippe Vasseur

Sigcomm MineNets Workshop | August 2005

Publication

A Case for Resource Heterogeneity in Large Sensor Networks

Srikanth Kandula, Jennifer Hou, Lui Sha

January 2004

IEEE MILCOM (Invited Paper)

Publication

Beyond SYNFloods: Guarding Web Server Resources from DDoS Attacks

Srikanth Kandula, Shan Sinha, Dina Katabi, Matthias Jacob

October 2003

SOSP 2003 Work-in-progress Session

Publication

LARK: A Light-weight Resilient Application-Level Multicast Protocol

Srikanth Kandula, Jong-Kwon Lee, Jennifer C. Hou

January 2003

IEEE CCW (Invited Paper)

Publication

Argus: A Distributed Network Intrusion Detection System

Srikanth Kandula, Sankalp Singh, Dheeraj Sanghi

USENIX SANE | January 2002

USENIX SANE

Publication

Integrated Network Performance Diagnostics

Srikanth Kandula, Anees Shaikh, Erich Nahum

January 2002

New York Metro Area Networking Workshop

Publication

Enhancing Network Management Using Code Generated by Large Language Models

Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication Preprint Github

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

NSDI | April 2023

Best Paper Award

Publication Project

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

Beibin Li, Yao Lu, Srikanth Kandula

SIGMOD | April 2022

Publication

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation

Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri

VLDB | November 2021

Publication Project

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Publication

Approximate Partition Selection for BigData Workloads using Summary Statistics

Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis

VLDB | August 2020

DOI Project

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

Resource Management with Deep Reinforcement Learning

Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula

HotNets-XV, Atlanta, GA, USA | November 2016

Publication Publication Publication Project

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

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula

SoCC '16, Santa Clara, CA, USA | October 2016

Publication Publication Publication Project

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

NSDI | April 2023

Best Paper Award

Publication Project

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters: Extended Version

September 2020

Publication Project

An Algorithmic Framework for Geo-Distributed Analytics

Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Erez Timnat

International Conference on NETwork Games, COntrol and OPtimisation | November 2018

Publication

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

Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao

ACM Symposium on Cloud Computing (SOCC) | October 2018

Best Paper Award

Publication

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

Modeling non-convex costs in an LP (for traffic engineering on WANs)

Srikanth Kandula, Brendan Lucier, Ishai Menache, Mohit Singh

MSR-TR-2015-14 | February 2015

Publication Project

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

Beibin Li, Yao Lu, Srikanth Kandula

SIGMOD | April 2022

Publication

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation

Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri

VLDB | November 2021

Publication Project

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Data-induced predicates for sideways information passing in query optimizers

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

The VLDB Journal | August 2021

Publication Project

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Publication

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters: Extended Version

September 2020

Publication Project

Approximate Partition Selection for BigData Workloads using Summary Statistics

Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis

VLDB | August 2020

DOI Project

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

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

VLDB | August 2020

Best Paper Runner-Up

Publication Project Project

Selectivity Estimation for Range Predicates using Lightweight Models

Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri

45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019

DOI Publication Project

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

Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman

VLDB | August 2019, Vol 12(12)

Publication Project

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Publication Project

DCCast: Efficient Point to Multipoint Transfers Across Datacenters

Mohammad Noormohammadpour , Cauligi Raghavendra , Sriram Rao, Srikanth Kandula

HotCloud | July 2017

Publication

Approximate Query Processing: No Silver Bullet

Surajit Chaudhuri, Bolin Ding, Srikanth Kandula

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017

Publication Project

Errata and Proofs for Quickr

Srikanth Kandula

MSR-TR-2017-14 | November 2016

Published by Microsoft

Publication Project

Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters

Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Publication Project

Speeding up Distributed Request-Response Workflows

Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan

ACM SIGCOMM | August 2013

Publication

Leveraging Endpoint Flexibility in Data-Intensive Clusters

Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica

August 2013

Publication

PACMan: Coordinated Memory Caching for Parallel Jobs

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

USENIX NSDI | April 2012

Publication Project

Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris

ACM EuroSys | April 2011

Publication Publication

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Publication Publication Project

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

USENIX OSDI | October 2010

Publication

VL2: A Scalable and Flexible Data Center Network

Albert Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, Dave Maltz, Parveen Patel, Sudipta Sengupta

SIGCOMM | August 2009

Recognized as one of "the most important research results published in CS in recent years".

Publication Publication

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

Modeling non-convex costs in an LP (for traffic engineering on WANs)

Srikanth Kandula, Brendan Lucier, Ishai Menache, Mohit Singh

MSR-TR-2015-14 | February 2015

Publication Project

Act for Affordable Data Care

Saikat Guha, Srikanth Kandula

Proceedings of the 11th Workshop on Hot Topics in Networks (HotNets) | October 2012

Publication

Act for Affordable Data Care

Saikat Guha, Srikanth Kandula

Proceedings of the 11th Workshop on Hot Topics in Networks (HotNets) | October 2012

Publication

Beyond SYNFloods: Guarding Web Server Resources from DDoS Attacks

Srikanth Kandula, Shan Sinha, Dina Katabi, Matthias Jacob

October 2003

SOSP 2003 Work-in-progress Session

Publication

Walking the Tightrope: Responsive Yet Stable Traffic Engineering

Srikanth Kandula, Dina Katabi, Bruce Davie, Anna Charny

SIGCOMM | August 2005

Publication Publication

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds

Srikanth Kandula, Dina Katabi, Matthias Jacob, Arthur Berger

Second Networked Systems Design and Implementation (NSDI) | May 2005

Best Student Paper Award

Publication Publication

NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security

Kevin Hsieh*, Mike Wong*, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula

USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024

Author's Version Publication Github

Finding Adversarial Inputs for Heuristics using Multi-level Optimization

Pooria Namyar, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula, Behnaz Arzani

NSDI | February 2024

Publication Project

Solving Max-Min Fair Resource Allocations Quickly on Large Graphs

Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj

NSDI | February 2024

Publication Github Project

Securing Public Clouds using Dynamic Communication Graphs

Sathiya Kumaran Mani, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Ranveer Chandra, Eliran Azulai, Narayan Annamalai, Deepak Bansal, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication

Enhancing Network Management Using Code Generated by Large Language Models

Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula

ACM Workshop on Hot Topics in Networks (HotNets) | November 2023

Publication Preprint Github

Disaggregating Stateful Network Functions

Deepak Bansal, Gerald DeGrace, Rishabh Tewari, Michal Zygmunt, Silvano Gai, Mario Baldi, Krishna Doddapaneni, Arun Selvarajan, Arunkumar Arumugam, Balakrishnan Raman, Avijit Gupta, Sachin Jain, Deven Jagasia, Evan Langlais, Pranjal Srivastava, Rishiraj Hazarika, Neeraj Motwani, Soumya Tiwari, Stewart Grant, Ranveer Chandra, Srikanth Kandula

2023 Networked Systems Design and Implementation | April 2023

Publication

OneWAN is better than two: Unifying a split WAN Architecture

Umesh Krishnaswamy, Rachee Singh, Paul Mattes, Paul-Andre C Bissonnette, Nikolaj Bjørner, Zahira Nasrin, Sonal Kothari, Prabhakar Reddy, John Abeln, Srikanth Kandula, Himanshu Raj, Luis Irun-Briz, Jamie Gaudette, Erica Lan

2023 Networked Systems Design and Implementation | April 2023

Publication Project

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

NSDI | April 2023

Best Paper Award

Publication Project

Minding the gap between Fast Heuristics and their Optimal Counterparts

Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Srikanth Kandula

Hot Topics in Networking | November 2022

Publication Project Project

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

Beibin Li, Yao Lu, Srikanth Kandula

SIGMOD | April 2022

Publication

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation

Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri

VLDB | November 2021

Publication Project

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks

Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula

HotNets 2021 | November 2021

Publication Author's Version

Cardinality Estimation: Is Machine Learning a Silver Bullet?

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

AIDB | August 2021

Publication

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly

Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis

NSDI | November 2020

Publication Project

Approximate Partition Selection for BigData Workloads using Summary Statistics

Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis

VLDB | August 2020

DOI Project

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

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

VLDB | August 2020

Best Paper Runner-Up

Publication Project Project

Selectivity Estimation for Range Predicates using Lightweight Models

Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek Narasayya, Surajit Chaudhuri

45th International Conference on Very Large Data Bases (VLDB 2019) | August 2019

DOI Publication Project

An Algorithmic Framework for Geo-Distributed Analytics

Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Erez Timnat

International Conference on NETwork Games, COntrol and OPtimisation | November 2018

Publication

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

Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao

ACM Symposium on Cloud Computing (SOCC) | October 2018

Best Paper Award

Publication

Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Download Project

Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2018) | June 2018

Publication Publication Project

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

Mohammad Noormohammadpour, Cauligi S Raghavendra, Srikanth Kandula, Sriram Rao

International Conference on Computer Communications | April 2018

Publication

DCCast: Efficient Point to Multipoint Transfers Across Datacenters

Mohammad Noormohammadpour , Cauligi Raghavendra , Sriram Rao, Srikanth Kandula

HotCloud | July 2017

Publication

Approximate Query Processing: No Silver Bullet

Surajit Chaudhuri, Bolin Ding, Srikanth Kandula

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) | May 2017

Publication Project

Resource Management with Deep Reinforcement Learning

Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula

HotNets-XV, Atlanta, GA, USA | November 2016

Publication Publication Publication Project

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

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula

SoCC '16, Santa Clara, CA, USA | October 2016

Publication Publication Publication Project

Graphene: Packing and Dependency-aware Scheduling for Data-Parallel Clusters

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

Operating Systems Design and Implementation | October 2016

Publication Publication Publication Publication Project

Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers

Virajith Jalaparti, Ivan Bliznets, Brendan Lucier, Srikanth Kandula, Ishai Menache

Sigcomm 2016 | August 2016

Publication Publication Publication

Quickr: Lazily Approximating Complex Ad-Hoc Queries in Big Data Clusters

Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2016) | June 2016

Publication Project

CloudBuild: Microsoft’s Distributed and Caching Build Service

Hamed Esfahani, Jonas Fietz, Qi Ke, Alexei Kolomiets, Erica Lan, Erik Mavrinac, Wolfram Schulte, Newton Sanches, Srikanth Kandula

SEIP | June 2016

Publication Project Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Sriram Rao, Milan Vojnovic

European Conference on Computer Systems (EuroSys) | April 2016

Publication Project

Low Latency Geo-distributed Data Analytics

Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Victor Bahl, Ion Stoica

ACM SIGCOMM | August 2015

Publication Project

Multi-resource Packing for Cluster Schedulers

Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella

ACM SIGCOMM | August 2014

Publication Project Project

Calendaring for Wide Area Networks

Ishai Menache, Srikanth Kandula, Roy Schwartz, Spandana Raj Babbula

ACM SIGCOMM | August 2014

Publication Project

Traffic Engineering with Forward Fault Correction

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang, David Gelernter

SIGCOMM 2014 | August 2014

Publication Publication Publication Project

Speeding up Distributed Request-Response Workflows

Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan

ACM SIGCOMM | August 2013

Publication

Leveraging Endpoint Flexibility in Data-Intensive Clusters

Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica

August 2013

Publication

Virtualizing Traffic Shapers for Practical Resource Allocation

Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache

HotCloud | June 2013

Publication

Act for Affordable Data Care

Saikat Guha, Srikanth Kandula

Proceedings of the 11th Workshop on Hot Topics in Networks (HotNets) | October 2012

Publication

Recurring Job Optimization in Scope

Nicolas Bruno, Srikanth Kandula, Bing Shi, Ming-Chuan Wu, Jingren Zhou

SIGMOD '12 | May 2012

Publication Publication Project

PACMan: Coordinated Memory Caching for Parallel Jobs

Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica

USENIX NSDI | April 2012

Publication Project

Re-optimizing Data Parallel Computing

Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou

April 2012

Publication

Jockey: Guaranteed Job Latency in Data Parallel Clusters

Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca,

EuroSys | January 2012

Publication

Augmenting Data Center Networks with Multi-Gigabit Wireless Links

Daniel Halperin, Srikanth Kandula, Jitu Padhye, David Whetherall, Victor Bahl

ACM SIGCOMM | August 2011

Publication

Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters

Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert Greenberg, Ion Stoica, Duke Harlan, Ed Harris

ACM EuroSys | April 2011

Publication Publication

Profiling Network Performance for Multi-Tier Data Center Applications

M. Yu, A. Greenberg, D. Maltz, J. Rexford, L. Yuan, S. Kandula, C. Kim, Dave Maltz, Srikanth Kandula, Albert Greenberg

NSDI | March 2011

Publication

CloudCmp: Comparing Public Cloud Providers

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2010 Internet Measurement Conference | November 2010

2010 Internet Measurement Conference

Publication

A First Look at Traffic on Smartphones

Hossein Falaki, Dimitrios Lymberopoulos, Ratul Mahajan, Srikanth Kandula, Deborah Estrin

IMC'10, Melbourne, Australia. | November 2010

Publication

NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010

Publication Publication Project

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

USENIX OSDI | October 2010

Publication

CloudCmp: Shopping for a Cloud Made Easy

Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang

2nd USENIX Workshop on Hot Topics in Cloud Computing | June 2010

2nd USENIX Workshop on Hot Topics in Cloud Computing

Publication

Diversity in Smartphone Usage

Hossein Falaki, Ratul Mahajan, Srikanth Kandula, Dimitrios Lymberopoulos, Ramesh Govindan, Debroah Estrin

MobiSys'10, San Francisco, California, USA | June 2010

Publication

Sampling Biases in Network Path Measurements and What to Do About It

Srikanth Kandula, Ratul Mahajan

Internet Measurement Conference | November 2009

Publication Publication

The Nature of Data Center Traffic: Measurements and Analysis

Srikanth Kandula, Sudipta Sengupta, Albert Greenberg, Parveen Patel, Ronnie Chaiken

2009 Internet Measurement Conference | November 2009

Publication

Trusted End Host Monitors For Securing Cloud Datacenters

alan shieh, Srikanth Kandula, Albert Greenberg

22nd ACM Symposium on Operating System Principles (Work-in-progress session) | October 2009

Publication Project

Detailed Diagnosis in Enterprise Networks

Srikanth Kandula, Ratul Mahajan, Patrick Verkaik, Sharad Agarwal, Jitu Padhye, Victor Bahl

SIGCOMM | August 2009

SIGCOMM

Publication Project

VL2: A Scalable and Flexible Data Center Network

Albert Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, Dave Maltz, Parveen Patel, Sudipta Sengupta

SIGCOMM | August 2009

Recognized as one of "the most important research results published in CS in recent years".

Publication Publication

Whats Going On? Learning Communication Rules in Edge Networks

Srikanth Kandula, Ranveer Chandra, Dina Katabi

ACM SIGCOMM | August 2008

Publication Publication Project

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput

Srikanth Kandula, Kate Lin, Tural Badirkhanli, Dina Katabi

Fifth Networked Systems Design and Implementation (NSDI) | April 2008

Publication Publication

Towards Highly Reliable Enterprise Network Services via Inference of Multi-level Dependencies

Paramvir Bahl, Ranveer Chandra, Albert Greenberg, Srikanth Kandula, David Maltz, Ming Zhang, Victor Bahl, Dave Maltz

SIGCOMM | August 2007

Publication Publication Project

R-BGP: Staying Connected in a Connected World

Nate Kushman, Srikanth Kandula, Dina Katabi, Bruce Maggs

Fourth Networked Systems Design and Implementation (NSDI) | April 2007

Publication

Discovering Dependencies for Network Management

Victor Bahl, Paul Barham, Richard Black, Ranveer Chandra, Moises Goldszmidt, Rebecca Isaacs, Srikanth Kandula, Lun Li, John MacCormick, Dave Maltz, Richard Mortier, Mike Wawrzoniak, Ming Zhang

Workshop on Hot Topics in Networks (HotNets-V) | November 2006

Publication Project

Surviving DDoS Attacks

Srikanth Kandula

USENIX | October 2005

Publication

Walking the Tightrope: Responsive Yet Stable Traffic Engineering

Srikanth Kandula, Dina Katabi, Bruce Davie, Anna Charny

SIGCOMM | August 2005

Publication Publication

Shrink: A Tool for Failure Diagnosis in IP Networks

Srikanth Kandula, Dina Katabi, Jean-Philippe Vasseur

Sigcomm MineNets Workshop | August 2005

Publication

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds

Srikanth Kandula, Dina Katabi, Matthias Jacob, Arthur Berger

Second Networked Systems Design and Implementation (NSDI) | May 2005

Best Student Paper Award

Publication Publication

Argus: A Distributed Network Intrusion Detection System

Srikanth Kandula, Sankalp Singh, Dheeraj Sanghi

USENIX SANE | January 2002

USENIX SANE

Publication

Data-induced predicates for sideways information passing in query optimizers

Srikanth Kandula, Laurel Orr, Surajit Chaudhuri

The VLDB Journal | August 2021

Publication Project

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

Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc Friedman

VLDB | August 2019, Vol 12(12)

Publication Project

Flare: Responsive Load Balancing Without Packet Reordering

Srikanth Kandula, Dina Katabi, Shan Sinha, Arthur Berger

ACM Computer Communications Review (CCR) | March 2007

Publication

Can You Hear Me Now?! It Must be BGP.

Nate Kushman, Srikanth Kandula, Dina Katabi

ACM Computer Communications Review (CCR) | March 2007

Publication

Q-error Bounds of Random Uniform Sampling for Cardinality Estimation

Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula

MSR-TR-2021-29 | September 2021

Published by Microsoft

Publication

Errata and Proofs for Quickr

Srikanth Kandula

MSR-TR-2017-14 | November 2016

Published by Microsoft

Publication Project

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication Project

Efficient Queue Management for Cluster Scheduling

Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Milan Vojnovic, Sriram Rao

MSR-TR-2016-12 | March 2016

Published by Microsoft

Publication Project

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

Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan (Jana) Kulkarni

MSR-TR-2016-19 | February 2016

Published by Microsoft

Publication Project

Modeling non-convex costs in an LP (for traffic engineering on WANs)

Srikanth Kandula, Brendan Lucier, Ishai Menache, Mohit Singh

MSR-TR-2015-14 | February 2015

Publication Project

Appendix of Paper “Traffic Engineering with Forward Fault Correction”

Hongqiang Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang

MSR-TR-2014-114 | August 2014

Publication Project

Dynamic Scheduling of Network Updates

Xin Jin, Hongqiang Liu, Rohan Gandhi, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Jennifer Rexford, Roger Wattenhofer

MSR-TR-2014-79 | August 2014

Published by Microsoft

Technical Report MSR-TR-2006-135, Microsoft Research, September 2007.

Publication Publication Publication Project

Achieving High Utilization with Software-Driven WAN

Chi-Yao Hong, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Vijay Gill, Mohan Nanduri

MSR-TR-2013-54 | August 2013

Publication Publication Project

Reining in the Outliers in Map-Reduce Clusters using Mantri

Ganesh Ananthanarayanan, Srikanth Kandula, Albert Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris

MSR-TR-2010-2013 | June 2010

Publication

Flyways To De-Congest Data Center Networks

Srikanth Kandula, Jitu Padhye, Victor Bahl

MSR-TR-2009-109 | August 2009

Publication

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters: Extended Version

September 2020

Publication Project

A Case for Resource Heterogeneity in Large Sensor Networks

Srikanth Kandula, Jennifer Hou, Lui Sha

January 2004

IEEE MILCOM (Invited Paper)

Publication

Beyond SYNFloods: Guarding Web Server Resources from DDoS Attacks

Srikanth Kandula, Shan Sinha, Dina Katabi, Matthias Jacob

October 2003

SOSP 2003 Work-in-progress Session

Publication

LARK: A Light-weight Resilient Application-Level Multicast Protocol

Srikanth Kandula, Jong-Kwon Lee, Jennifer C. Hou

January 2003

IEEE CCW (Invited Paper)

Publication

Integrated Network Performance Diagnostics

Srikanth Kandula, Anees Shaikh, Erich Nahum

January 2002

New York Metro Area Networking Workshop

Publication