Srikanth Kandula

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 51

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Xuting Liu, Behnaz Arzani, Siva Kesava Reddy Kakarla, Liangyu Zhao, Vincent Liu, Miguel Castro, Srikanth Kandula, Luke Marshall
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. SIGCOMM (2024)
Kevin Hsieh, Mike Wong, Santiago Segarra, Sathiya Kumaran Mani, Trevor Eberl, Anatoliy Panasyuk, Ravi Netravali, Ranveer Chandra, Srikanth Kandula
NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security. NSDI (2024)
Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula
Finding Adversarial Inputs for Heuristics using Multi-level Optimization. NSDI (2024)
Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj
Solving Max-Min Fair Resource Allocations Quickly on Large Graphs. NSDI (2024)
Behnaz Arzani, Siva Kesava Reddy Kakarla, Miguel Castro, Srikanth Kandula, Saeed Maleki, Luke Marshall
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. CoRR (2023)
Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula
Enhancing Network Management Using Code Generated by Large Language Models. HotNets (2023)
Deepak Bansal, Gerald DeGrace, Rishabh Tewari, Michal Zygmunt, James Grantham, 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
Disaggregating Stateful Network Functions. NSDI (2023)
Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar
DOTE: Rethinking (Predictive) WAN Traffic Engineering. CoRR (2023)
Pooria Namyar, Behnaz Arzani, Daniel Crankshaw, Daniel S. Berger, Kevin Hsieh, Srikanth Kandula, Ramesh Govindan
Mitigating the Performance Impact of Network Failures in Public Clouds. CoRR (2023)
Umesh Krishnaswamy, Rachee Singh, Paul Mattes, Paul-Andre C. Bissonnette, Nikolaj S. Bjørner, Zahira Nasrin, Sonal Kothari, Prabhakar Reddy, John Abeln, Srikanth Kandula, Himanshu Raj, Luis Irún-Briz, Jamie Gaudette, Erica Lan
OneWAN is better than two: Unifying a split WAN architecture. NSDI (2023)
Sathiya Kumaran Mani, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Ranveer Chandra, Eliran Azulai, Narayan Annamalai, Deepak Bansal, Srikanth Kandula
Securing Public Clouds using Dynamic Communication Graphs. HotNets (2023)
Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar
DOTE: Rethinking (Predictive) WAN Traffic Engineering. NSDI (2023)
Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Ranveer Chandra, Srikanth Kandula
Enhancing Network Management Using Code Generated by Large Language Models. CoRR (2023)
Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula
Finding Adversarial Inputs for Heuristics using Multi-level Optimization. CoRR (2023)
Tapan Chugh, Srikanth Kandula, Arvind Krishnamurthy, Ratul Mahajan, Ishai Menache
Anticipatory Resource Allocation for ML Training. SoCC (2023)
Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj
Solving Max-Min Fair Resource Allocations Quickly on Large Graphs. CoRR (2023)
Srikanth Kandula, Laurel J. Orr, Surajit Chaudhuri
Data-induced predicates for sideways information passing in query optimizers. VLDB J. 31 (6) (2022)
Beibin Li, Yao Lu, Srikanth Kandula
Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts. SIGMOD Conference (2022)
Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu Raj, Srikanth Kandula
Minding the gap between fast heuristics and their optimal counterparts. HotNets (2022)
Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen Boyd, Matei Zaharia
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. CoRR (2021)
Haiyang Han, Nikos Terzenidis, Dimitris Syrivelis, Arash Farhadi Beldachi, George T. Kanellos, Yigit Demir, Jie Gu, Srikanth Kandula, Nikos Pleros, Fabián E. Bustamante, Nikos Hardavellas
Energy-Proportional Data Center Network Architecture Through OS, Switch and Laser Co-design. CoRR (2021)
Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula
Towards a Cost vs. Quality Sweet Spot for Monitoring Networks. CoRR (2021)
Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula
Towards a Cost vs. Quality Sweet Spot for Monitoring Networks. HotNets (2021)
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation. CoRR (2021)
Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen Boyd, Matei Zaharia
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. SOSP (2021)
Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly. NSDI (2021)
Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation. Proc. VLDB Endow. 15 (3) (2021)
Kexin Rong, Yao Lu, Peter Bailis, Srikanth Kandula, Philip Alexander Levis
Approximate Partition Selection for Big-Data Workloads using Summary Statistics. Proc. VLDB Endow. 13 (11) (2020)
Kexin Rong, Yao Lu, Peter Bailis, Srikanth Kandula, Philip Alexander Levis
Approximate Partition Selection for Big-Data Workloads using Summary Statistics. CoRR (2020)
Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc T. Friedman
Experiences with Approximating Queries in Microsoft's Production Big-Data Clusters. Proc. VLDB Endow. 12 (12) (2019)
Arnaud Dethise, Marco Canini, Srikanth Kandula
Cracking Open the Black Box: What Observations Can Tell Us About Reinforcement Learning Agents. NetAI@SIGCOMM (2019)
Laurel J. Orr, Srikanth Kandula, Surajit Chaudhuri
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters. Proc. VLDB Endow. 13 (3) (2019)
Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek R. Narasayya, Surajit Chaudhuri
Selectivity Estimation for Range Predicates using Lightweight Models. Proc. VLDB Endow. 12 (9) (2019)
Mohammad Noormohammadpour, Srikanth Kandula, Cauligi S. Raghavendra, Sriram Rao
Efficient inter-datacenter bulk transfers with mixed completion time objectives. Comput. Networks 164 (2019)
Yao Lu, Srikanth Kandula, Surajit Chaudhuri
Interactive Demonstration of Probabilistic Predicates. SIGMOD Conference (2018)
Mohammad Noormohammadpour, Cauligi S. Raghavendra, Srikanth Kandula, Sriram Rao
QuickCast: Fast and Efficient Inter-Datacenter Transfers using Forwarding Tree Cohorts. CoRR (2018)
Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao
Netco: Cache and I/O Management for Analytics over Disaggregated Stores. SoCC (2018)
Mohammad Noormohammadpour, Cauligi S. Raghavendra, Srikanth Kandula, Sriram Rao
QuickCast: Fast and Efficient Inter-Datacenter Transfers Using Forwarding Tree Cohorts. INFOCOM (2018)
Mohammad Noormohammadpour, Cauligi S. Raghavendra, Srikanth Kandula, Sriram Rao
Fast and Efficient Bulk Multicasting over Dedicated Inter-Datacenter Networks. CoRR (2018)
Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri
Accelerating Machine Learning Inference with Probabilistic Predicates. SIGMOD Conference (2018)
Mohammad Noormohammadpour, Cauligi S. Raghavendra, Sriram Rao, Srikanth Kandula
DCCast: Efficient Point to Multipoint Transfers Across Datacenters. CoRR (2017)
Mohammad Noormohammadpour, Cauligi S. Raghavendra, Sriram Rao, Srikanth Kandula
DCCast: Efficient Point to Multipoint Transfers Across Datacenters. HotCloud (2017)
Surajit Chaudhuri, Bolin Ding, Srikanth Kandula
Approximate Query Processing: No Silver Bullet. SIGMOD Conference (2017)
Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula
Resource Management with Deep Reinforcement Learning. HotNets (2016)
Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding
Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters. SIGMOD Conference (2016)
Hamed Esfahani, Jonas Fietz, Qi Ke, Alexei Kolomiets, Erica Lan, Erik Mavrinac, Wolfram Schulte, Newton Sanches, Srikanth Kandula
CloudBuild: Microsoft's distributed and caching build service. ICSE (Companion Volume) (2016)
Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan Kulkarni
Do the Hard Stuff First: Scheduling Dependent Computations in Data-Analytics Clusters. CoRR (2016)
Virajith Jalaparti, Ivan Bliznets, Srikanth Kandula, Brendan Lucier, Ishai Menache
Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers. SIGCOMM (2016)
Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Milan Vojnovic, Sriram Rao
Efficient queue management for cluster scheduling. EuroSys (2016)
Robert Grandl, Srikanth Kandula, Sriram Rao, Aditya Akella, Janardhan Kulkarni
GRAPHENE: Packing and Dependency-Aware Scheduling for Data-Parallel Clusters. OSDI (2016)
Yao Lu, Aakanksha Chowdhery, Srikanth Kandula
Optasia: A Relational Platform for Efficient Large-Scale Video Analytics. SoCC (2016)
Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica
Low Latency Geo-distributed Data Analytics. SIGCOMM (2015)
Peter Bodík, Ion Stoica, Ganesh Ananthanarayanan, Paramvir Bahl, Qifan Pu, Srikanth Kandula, Aditya Akella
Low Latency Geo-distributed Data Analytics. Computer Communication Review (2015)
Robert Grandl, Ganesh Ananthanarayanan, Srikanth Kandula, Sriram Rao, Aditya Akella
Multi-resource packing for cluster schedulers. SIGCOMM (2014)
Srikanth Kandula, Ishai Menache, Roy Schwartz, Spandana Raj Babbula
Calendaring for wide area networks. SIGCOMM (2014)
Xin Jin, Hongqiang Harry Liu, Rohan Gandhi, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Jennifer Rexford, Roger Wattenhofer
Dynamic scheduling of network updates. SIGCOMM (2014)
Hongqiang Harry Liu, Srikanth Kandula, Ratul Mahajan, Ming Zhang, David Gelernter
Traffic engineering with forward fault correction. SIGCOMM (2014)
Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica
Leveraging endpoint flexibility in data-intensive clusters. SIGCOMM (2013)
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
Speeding up distributed request-response workflows. SIGCOMM (2013)
Chi-Yao Hong, Srikanth Kandula, Ratul Mahajan, Ming Zhang, Vijay Gill, Mohan Nanduri, Roger Wattenhofer
Achieving high utilization with software-driven WAN. SIGCOMM (2013)
Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache
Virtualizing Traffic Shapers for Practical Resource Allocation. HotCloud (2013)
Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou
Reoptimizing Data Parallel Computing. NSDI (2012)
Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica
PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI (2012)
Nicolas Bruno, Sameer Agarwal, Srikanth Kandula, Bing Shi, Ming-Chuan Wu, Jingren Zhou
Recurring job optimization in scope. SIGMOD Conference (2012)
Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca
Jockey: guaranteed job latency in data parallel clusters. EuroSys (2012)
Saikat Guha, Srikanth Kandula
Act for affordable data care. HotNets (2012)
Minlan Yu, Albert G. Greenberg, David A. Maltz, Jennifer Rexford, Lihua Yuan, Srikanth Kandula, Changhoon Kim
Profiling Network Performance for Multi-tier Data Center Applications. NSDI (2011)
Albert G. Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, David A. Maltz, Parveen Patel, Sudipta Sengupta
VL2: a scalable and flexible data center network. Commun. ACM 54 (3) (2011)
Daniel Halperin, Srikanth Kandula, Jitendra Padhye, Paramvir Bahl, David Wetherall
Augmenting data center networks with multi-gigabit wireless links. SIGCOMM (2011)
Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang
Comparing Public-Cloud Providers. IEEE Internet Comput. 15 (2) (2011)
Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Duke Harlan, Ed Harris
Scarlett: coping with skewed content popularity in mapreduce clusters. EuroSys (2011)
Ang Li, Xuanran Zong, Srikanth Kandula, Xiaowei Yang, Ming Zhang
CloudProphet: towards application performance prediction in cloud. SIGCOMM (2011)
Alan Shieh, Srikanth Kandula, Albert G. Greenberg, Changhoon Kim, Bikas Saha
Sharing the Data Center Network. NSDI (2011)
Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan
NetClinic: Interactive visualization to enhance automated fault diagnosis in enterprise networks. IEEE VAST (2010)
Alan Shieh, Srikanth Kandula, Albert G. Greenberg, Changhoon Kim
Seawall: Performance Isolation for Cloud Datacenter Networks. HotCloud (2010)
Alan Shieh, Srikanth Kandula, Emin Gün Sirer
SideCar: building programmable datacenter networks without programmable switches. HotNets (2010)
Ang Li, Xiaowei Yang, Srikanth Kandula, Ming Zhang
CloudCmp: comparing public cloud providers. Internet Measurement Conference (2010)
Hossein Falaki, Dimitrios Lymberopoulos, Ratul Mahajan, Srikanth Kandula, Deborah Estrin
A first look at traffic on smartphones. Internet Measurement Conference (2010)
Ganesh Ananthanarayanan, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris
Reining in the Outliers in Map-Reduce Clusters using Mantri. OSDI (2010)
Hossein Falaki, Ratul Mahajan, Srikanth Kandula, Dimitrios Lymberopoulos, Ramesh Govindan, Deborah Estrin
Diversity in smartphone usage. MobiSys (2010)
Srikanth Kandula, Jitendra Padhye, Paramvir Bahl
Flyways To De-Congest Data Center Networks. HotNets (2009)
Srikanth Kandula, Sudipta Sengupta, Albert G. Greenberg, Parveen Patel, Ronnie Chaiken
The nature of data center traffic: measurements & analysis. Internet Measurement Conference (2009)
Albert G. Greenberg, James R. Hamilton, Navendu Jain, Srikanth Kandula, Changhoon Kim, Parantap Lahiri, David A. Maltz, Parveen Patel, Sudipta Sengupta
VL2: a scalable and flexible data center network. SIGCOMM (2009)
Srikanth Kandula, Ratul Mahajan
Sampling biases in network path measurements and what to do about it. Internet Measurement Conference (2009)
Srikanth Kandula, Ratul Mahajan, Patrick Verkaik, Sharad Agarwal, Jitendra Padhye, Paramvir Bahl
Detailed diagnosis in enterprise networks. SIGCOMM (2009)
Srikanth Kandula, Ranveer Chandra, Dina Katabi
What's going on?: learning communication rules in edge networks. SIGCOMM (2008)
Srikanth Kandula, Kate Ching-Ju Lin, Tural Badirkhanli, Dina Katabi
FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput. NSDI (2008)
Nate Kushman, Srikanth Kandula, Dina Katabi, Bruce M. Maggs
R-BGP: Staying Connected in a Connected World. NSDI (2007)
Srikanth Kandula, Dina Katabi, Shantanu Sinha, Arthur W. Berger
Dynamic load balancing without packet reordering. Comput. Commun. Rev. 37 (2) (2007)
Nate Kushman, Srikanth Kandula, Dina Katabi
Can you hear me now?!: it must be BGP. Comput. Commun. Rev. 37 (2) (2007)
Paramvir Bahl, Ranveer Chandra, Albert G. Greenberg, Srikanth Kandula, David A. Maltz, Ming Zhang
Towards highly reliable enterprise network services via inference of multi-level dependencies. SIGCOMM (2007)
Paramvir Bahl, Paul Barham, Richard Black, Ranveer Chandra, Moisés Goldszmidt, Rebecca Isaacs, Srikanth Kandula, Lun Li, John MacCormick, David A. Maltz, Richard Mortier, Mike Wawrzoniak, Ming Zhang
Discovering Dependencies for Network Management. HotNets (2006)
Srikanth Kandula, Dina Katabi, Bruce S. Davie, Anna Charny
Walking the tightrope: responsive yet stable traffic engineering. SIGCOMM (2005)
Srikanth Kandula, Dina Katabi, Matthias Jacob, Arthur W. Berger
Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds (Awarded Best Student Paper). NSDI (2005)
Srikanth Kandula
Surviving DDoS Attacks. login Usenix Mag. 30 (5) (2005)
Srikanth Kandula, Dina Katabi, Jean-Philippe Vasseur
Shrink: a tool for failure diagnosis in IP networks. MineNet (2005)
Sudarshan M. Srinivasan, Srikanth Kandula, Christopher R. Andrews, Yuanyuan Zhou
Flashback: A Lightweight Extension for Rollback and Deterministic Replay for Software Debugging. USENIX Annual Technical Conference, General Track (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Srikanth Kandula