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Suman Nath
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2020 – today
- 2024
- [c88]Manish Shetty
, Yinfang Chen
Building AI Agents for Autonomous Clouds: Challenges and Design Principles. SoCC 2024: 99-110 - [c87]Ao Li, Shan Lu, Suman Nath, Rohan Padhye, Vyas Sekar:
ExChain: Exception Dependency Analysis for Root Cause Diagnosis. NSDI 2024 - [c86]Jia Pan
Efficient Reproduction of Fault-Induced Failures in Distributed Systems with Feedback-Driven Fault Injection. SOSP 2024: 46-62 - [c85]Bogdan Alexandru Stoica
If At First You Don't Succeed, Try, Try, Again...? Insights and LLM-informed Tooling for Detecting Retry Bugs in Software Systems. SOSP 2024: 63-78 - [i4]Manish Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Xuchao Zhang, Jonathan Mace, Dax Vandevoorde, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal, Saravan Rajmohan:
Building AI Agents for Autonomous Clouds: Challenges and Design Principles. CoRR abs/2407.12165 (2024) - 2023
- [c84]Bogdan Alexandru Stoica
WAFFLE: Exposing Memory Ordering Bugs Efficiently with Active Delay Injection. EuroSys 2023: 111-126 - [c83]Yiming Su
HotGPT: How to Make Software Documentation More Useful with a Large Language Model? HotOS 2023: 87-93 - [c82]Cong Yan, Suman Nath, Shan Lu:
Generating Test Databases for Database-Backed Applications. ICSE 2023: 2048-2059 - [c81]Yinfang Chen, Xudong Sun, Suman Nath, Ze Yang, Tianyin Xu:
Push-Button Reliability Testing for Cloud-Backed Applications with Rainmaker. NSDI 2023: 1701-1716 - [c80]Vaibhav Ganatra
Detection Is Better Than Cure: A Cloud Incidents Perspective. ESEC/SIGSOFT FSE 2023: 1891-1902 - [c79]Pradeep Dogga, Chetan Bansal, Richard Costleigh, Gopinath Jayagopal, Suman Nath, Xuchao Zhang:
AutoARTS: Taxonomy, Insights and Tools for Root Cause Labelling of Incidents in Microsoft Azure. USENIX ATC 2023: 359-372 - 2022
- [c78]Supriyo Ghosh, Manish Shetty, Chetan Bansal, Suman Nath:
How to fight production incidents?: an empirical study on a large-scale cloud service. SoCC 2022: 126-141 - [c77]Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari:
DeepAnalyze: Learning to Localize Crashes at Scale. ICSE 2022: 549-560 - [c76]Utsav Sethi, Haochen Pan, Shan Lu, Madanlal Musuvathi, Suman Nath:
Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures. OSDI 2022: 127-141 - [c75]Tanakorn Leesatapornwongsa, Xiang Ren, Suman Nath:
FlakeRepro: automated and efficient reproduction of concurrency-related flaky tests. ESEC/SIGSOFT FSE 2022: 1509-1520 - 2021
- [c74]Guangpu Li, Dongjie Chen, Shan Lu, Madanlal Musuvathi, Suman Nath
SherLock: unsupervised synchronization-operation inference. ASPLOS 2021: 314-328 - [i3]Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari:
Large-scale Crash Localization using Multi-Task Learning. CoRR abs/2109.14326 (2021) - 2020
- [j19]Abdulaziz Almaslukh
Local trend discovery on real-time microblogs with uncertain locations in tight memory environments. GeoInformatica 24(2): 301-337 (2020) - [c73]Anna Fariha
Causality-Guided Adaptive Interventional Debugging. SIGMOD Conference 2020: 431-446 - [i2]Anna Fariha, Suman Nath, Alexandra Meliou:
Causality-Guided Adaptive Interventional Debugging. CoRR abs/2003.09539 (2020)
2010 – 2019
- 2019
- [c72]Haopeng Liu, Shan Lu, Madan Musuvathi, Suman Nath
What bugs cause production cloud incidents? HotOS 2019: 155-162 - [c71]Wing Lam, Patrice Godefroid, Suman Nath
Root causing flaky tests in a large-scale industrial setting. ISSTA 2019: 101-111 - [c70]Yongjian Hu, Oriana Riva, Suman Nath
Elix: Path-Selective Taint Analysis for Extracting Mobile App Links. MobiSys 2019: 193-206 - [c69]Guangpu Li, Shan Lu, Madanlal Musuvathi, Suman Nath
Efficient scalable thread-safety-violation detection: finding thousands of concurrency bugs during testing. SOSP 2019: 162-180 - 2018
- [c68]Xiaochen Liu, Suman Nath
Gnome: A Practical Approach to NLOS Mitigation for GPS Positioning in Smartphones. MobiSys 2018: 163-177 - [c67]Liang Luo, Suman Nath, Lenin Ravindranath Sivalingam, Madan Musuvathi, Luis Ceze:
Troubleshooting Transiently-Recurring Errors in Production Systems with Blame-Proportional Logging. USENIX ATC 2018: 321-334 - 2017
- [c66]Jian Huang, Anirudh Badam, Laura Caulfield, Suman Nath, Sudipta Sengupta, Bikash Sharma, Moinuddin K. Qureshi:
FlashBlox: Achieving Both Performance Isolation and Uniform Lifetime for Virtualized SSDs. FAST 2017: 375-390 - 2016
- [j18]Tanzirul Azim, Oriana Riva, Suman Nath:
uLink: user-defined deep links in mobile apps. GetMobile Mob. Comput. Commun. 20(4): 34-38 (2016) - [j17]Amr Magdy
Venus: Scalable Real-Time Spatial Queries on Microblogs with Adaptive Load Shedding. IEEE Trans. Knowl. Data Eng. 28(2): 356-370 (2016) - [c65]Amr Magdy
GeoTrend: spatial trending queries on real-time microblogs. SIGSPATIAL/GIS 2016: 7:1-7:10 - [c64]Yitao Hu, Xiaochen Liu, Suman Nath
ALPS: accurate landmark positioning at city scales. UbiComp 2016: 1147-1158 - [c63]Earlence Fernandes, Oriana Riva, Suman Nath
Appstract: on-the-fly app content semantics with better privacy. MobiCom 2016: 361-374 - [c62]Yan Michalevsky, Suman Nath
MASHaBLE: mobile applications of secret handshakes over bluetooth LE. MobiCom 2016: 387-400 - [c61]Tanzirul Azim, Oriana Riva, Suman Nath
uLink: Enabling User-Defined Deep Linking to App Content. MobiSys 2016: 305-318 - [c60]Yurong Jiang, Lenin Ravindranath Sivalingam, Suman Nath
WebPerf: Evaluating What-If Scenarios for Cloud-hosted Web Applications. SIGCOMM 2016: 258-271 - 2015
- [j16]Ranveer Chandra, Börje F. Karlsson, Nicholas D. Lane, Chieh-Jan Mike Liang, Suman Nath, Jitu Padhye, Lenin Ravindranath, Feng Zhao:
How to the Smash Next Billion Mobile App Bugs? GetMobile Mob. Comput. Commun. 19(1): 34-38 (2015) - [c59]Ding Li, James Mickens, Suman Nath
Domino: understanding wide-area, asynchronous event causality in web applications. SoCC 2015: 182-188 - [c58]Earlence Fernandes, Oriana Riva, Suman Nath:
My OS Ought to Know Me Better: In-app Behavioural Analytics as an OS Service. HotOS 2015 - [c57]Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md. Tanvir Al Amin, Hengchang Liu, Suman Nath
Experiences with eNav: a low-power vehicular navigation system. UbiComp 2015: 433-444 - [c56]Suman Nath
MAdScope: Characterizing Mobile In-App Targeted Ads. MobiSys 2015: 59-73 - [c55]Nitesh Mor, Oriana Riva, Suman Nath, John Kubiatowicz:
Bloom Cookies: Web Search Personalization without User Tracking. NDSS 2015 - [e2]Suman Nath, Bhaskar Krishnamachari, Anthony Rowe:
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, IPSN 2015, Seattle, WA, USA, April 14-16, 2015. ACM 2015, ISBN 978-1-4503-3475-4 [contents] - 2014
- [j15]Feifei Li, Suman Nath
Scalable data summarization on big data. Distributed Parallel Databases 32(3): 313-314 (2014) - [j14]Farhana Murtaza Choudhury
Scalable visibility color map construction in spatial databases. Inf. Syst. 42: 89-106 (2014) - [c54]Amr Magdy
Mercury: A memory-constrained spatio-temporal real-time search on microblogs. ICDE 2014: 172-183 - [c53]Amr Magdy
Mars: Real-time spatio-temporal queries on microblogs. ICDE 2014: 1238-1241 - [c52]Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md. Tanvir Al Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher:
Poster abstract: eNav: a smartphone-based energy efficient vehicular navigation system. IPSN 2014: 281-282 - [c51]Lenin Ravindranath, Suman Nath
Automatic and scalable fault detection for mobile applications. MobiSys 2014: 190-203 - [c50]Shuai Hao, Bin Liu, Suman Nath
PUMA: programmable UI-automation for large-scale dynamic analysis of mobile apps. MobiSys 2014: 204-217 - [c49]Bin Liu, Suman Nath, Ramesh Govindan, Jie Liu:
DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps. NSDI 2014: 57-70 - [c48]Ravi Bhoraskar, Seungyeop Han, Jinseong Jeon, Tanzirul Azim, Shuo Chen, Jaeyeon Jung, Suman Nath, Rui Wang, David Wetherall:
Brahmastra: Driving Apps to Test the Security of Third-Party Components. USENIX Security Symposium 2014: 1021-1036 - 2013
- [j13]Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath
Generic and efficient framework for search trees on flash memory storage systems. GeoInformatica 17(3): 417-448 (2013) - [j12]Badrish Chandramouli, Suman Nath
Supporting Distributed Feed-Following Apps over Edge Devices. Proc. VLDB Endow. 6(13): 1570-1581 (2013) - [j11]Suman Nath
ACE: Exploiting Correlation for Energy-Efficient and Continuous Context Sensing. IEEE Trans. Mob. Comput. 12(8): 1472-1486 (2013) - [c47]Prashanth Mohan, Suman Nath
Prefetching mobile ads: can advertising systems afford it? EuroSys 2013: 267-280 - [c46]Alan Roytman, Aman Kansal, Sriram Govindan, Jie Liu, Suman Nath:
PACMan: Performance Aware Virtual Machine Consolidation. ICAC 2013: 83-94 - [c45]Suman Nath
Publicly verifiable grouped aggregation queries on outsourced data streams. ICDE 2013: 517-528 - [c44]Suman Nath
SmartAds: bringing contextual ads to mobile apps. MobiSys 2013: 111-124 - [i1]Farhana Murtaza Choudhury, Mohammed Eunus Ali, Sarah Masud, Suman Nath, Ishat E. Rabban:
Scalable Visibility Color Map Construction in Spatial Databases. CoRR abs/1310.7297 (2013) - 2012
- [c43]Michaela Hardt, Suman Nath
Privacy-aware personalization for mobile advertising. CCS 2012: 662-673 - [c42]Suman Nath
ACE: exploiting correlation for energy-efficient and continuous context sensing. MobiSys 2012: 29-42 - [c41]Michaela Götz, Suman Nath
MaskIt: privately releasing user context streams for personalized mobile applications. SIGMOD Conference 2012: 289-300 - [c40]Badrish Chandramouli, Joris Claessens, Suman Nath
RACE: real-time applications over cloud-edge. SIGMOD Conference 2012: 625-628 - [c39]Madhavi P.
Anurup: An Adaptive Instruction Approach. T4E 2012: 13-19 - 2011
- [c38]Shimin Chen, Phillip B. Gibbons, Suman Nath:
Rethinking Database Algorithms for Phase Change Memory. CIDR 2011: 21-31 - [c37]Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath
ThermoCast: a cyber-physical forecasting model for datacenters. KDD 2011: 1370-1378 - [c36]Alexandra Meliou
Tracing data errors with view-conditioned causality. SIGMOD Conference 2011: 505-516 - [c35]Oliver Kennedy, Suman Nath
Jigsaw: efficient optimization over uncertain enterprise data. SIGMOD Conference 2011: 829-840 - [c34]Oliver Kennedy, Steve Lee, Charles Loboz, Slawek Smyl, Suman Nath
Fuzzy prophet: parameter exploration in uncertain enterprise scenarios. SIGMOD Conference 2011: 1303-1306 - [c33]Mohamed Sarwat, Mohamed F. Mokbel, Xun Zhou, Suman Nath
FAST: A Generic Framework for Flash-Aware Spatial Trees. SSTD 2011: 149-167 - 2010
- [j10]Charles Loboz, Slawek Smyl, Suman Nath
DataGarage: Warehousing Massive Performance Data on Commodity Servers. Proc. VLDB Endow. 3(2): 1447-1458 (2010) - [j9]Suman Nath
Online maintenance of very large random samples on flash storage. VLDB J. 19(1): 67-90 (2010) - [c32]Nam Pham, Raghu K. Ganti, Md. Yusuf Sarwar Uddin
Privacy-Preserving Reconstruction of Multidimensional Data Maps in Vehicular Participatory Sensing. EWSN 2010: 114-130 - [c31]Arsalan Tavakoli, Aman Kansal, Suman Nath
On-line sensing task optimization for shared sensors. IPSN 2010: 47-57 - [c30]Ashok Anand, Chitra Muthukrishnan, Steven Kappes, Aditya Akella, Suman Nath:
Cheap and Large CAMs for High Performance Data-Intensive Networked Systems. NSDI 2010: 433-448 - [c29]Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath
Privacy-aware regression modeling of participatory sensing data. SenSys 2010: 99-112 - [c28]Shimin Chen, Phillip B. Gibbons, Suman Nath
PR-join: a non-blocking join achieving higher early result rate with statistical guarantees. SIGMOD Conference 2010: 147-158 - [c27]Abdullah Mueen, Suman Nath
Fast approximate correlation for massive time-series data. SIGMOD Conference 2010: 171-182 - [c26]Vibhor Rastogi, Suman Nath
Differentially private aggregation of distributed time-series with transformation and encryption. SIGMOD Conference 2010: 735-746 - [c25]Nam Pham, Tarek F. Abdelzaher, Suman Nath
On Bounding Data Stream Privacy in Distributed Cyber-physical Systems. SUTC/UMC 2010: 221-228 - [e1]Phillip B. Gibbons, Demetrios Zeinalipour-Yazti, Hui Lei, Suman Nath:
Ninth ACM International Workshop on Data Engineering for Wireless and Mobile Access, Mobide 2010, June 6, 2010, Indianapolis, Indiana, USA, Proceedings. ACM 2010, ISBN 978-1-4503-0151-0 [contents]
2000 – 2009
- 2009
- [j8]Galen Reeves, Jie Liu, Suman Nath
Managing Massive Time Series Streams with MultiScale Compressed Trickles. Proc. VLDB Endow. 2(1): 97-108 (2009) - [c24]Sebastian Michel, Ali Salehi, Liqian Luo, Nicholas Dawes, Karl Aberer, Guillermo Barrenetxea, Mathias Bavay
Environmental Monitoring 2.0. ICDE 2009: 1507-1510 - [c23]Suman Nath:
Energy efficient sensor data logging with amnesic flash storage. IPSN 2009: 157-168 - [c22]Suman Nath
Secure outsourced aggregation via one-way chains. SIGMOD Conference 2009: 31-44 - [c21]Sorabh Gandhi, Suman Nath
GAMPS: compressing multi sensor data by grouping and amplitude scaling. SIGMOD Conference 2009: 771-784 - [c20]Chi-Yin Chow
Approximate Evaluation of Range Nearest Neighbor Queries with Quality Guarantee. SSTD 2009: 283-301 - [p1]Michael Lehning, Nicholas Dawes, Mathias Bavay, Marc Parlange, Suman Nath, Feng Zhao:
Instrumenting the earth: next-generation sensor networks and environmental science. The Fourth Paradigm 2009: 45-51 - 2008
- [j7]Suman Nath
SensorMap for Wide-Area Sensor Webs. Computer 40(7): 90-93 (2008) - [j6]Suman Nath
Online maintenance of very large random samples on flash storage. Proc. VLDB Endow. 1(1): 970-983 (2008) - [j5]Suman Nath
Synopsis diffusion for robust aggregation in sensor networks. ACM Trans. Sens. Networks 4(2): 7:1-7:40 (2008) - [c19]Liqian Luo, Aman Kansal, Suman Nath
Sharing and exploring sensor streams over geocentric interfaces. GIS 2008: 3 - [c18]Yanif Ahmad, Suman Nath
COLR-Tree: Communication-Efficient Spatio-Temporal Indexing for a Sensor Data Web Portal. ICDE 2008: 784-793 - [c17]Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, Feng Zhao:
Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services. NSDI 2008: 337-350 - 2007
- [j4]Aman Kansal, Suman Nath
SenseWeb: An Infrastructure for Shared Sensing. IEEE Multim. 14(4): 8-13 (2007) - [j3]Magdalena Balazinska, Amol Deshpande, Michael J. Franklin, Phillip B. Gibbons, Jim Gray, Mark H. Hansen, Michael Liebhold, Suman Nath
Data Management in the Worldwide Sensor Web. IEEE Pervasive Comput. 6(2): 30-40 (2007) - [c16]Suman Nath
FlashDB: dynamic self-tuning database for NAND flash. IPSN 2007: 410-419 - [c15]Suman Nath
Communicating via fireflies: geographic routing on duty-cycled sensors. IPSN 2007: 440-449 - 2006
- [c14]Suman Nath, Haifeng Yu, Phillip B. Gibbons, Srinivasan Seshan:
Subtleties in Tolerating Correlated Failures in Wide-area Storage Systems. NSDI 2006 - [c13]Haifeng Yu, Phillip B. Gibbons, Suman Nath:
Availability of Multi-Object Operations (Awarded Best Paper). NSDI 2006 - [c12]Suman Nath
SensorMap: a web site for sensors world-wide. SenSys 2006: 373-374 - 2005
- [c11]Shimin Chen, Phillip B. Gibbons, Suman Nath
Database-Centric Programming for Wide-Area Sensor Systems. DCOSS 2005: 89-108 - [c10]Suman Nath, Phillip B. Gibbons, Srinivasan Seshan:
Adaptive Data Placement for Wide-Area Sensing Services. FAST 2005 - [c9]Jason Campbell, Phillip B. Gibbons, Suman Nath
IrisNet: an internet-scale architecture for multimedia sensors. ACM Multimedia 2005: 81-88 - [c8]Amit Manjhi, Suman Nath
Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams. SIGMOD Conference 2005: 287-298 - 2004
- [c7]Suman Nath
Choosing beacon periods to improve response times for wireless HTTP clients. Mobility Management & Wireless Access Protocols 2004: 43-50 - [c6]Praveen Yalagandula, Suman Nath:
Beyond Availability: Towards a Deeper Understanding of Machine Failure Characteristics in Large Distributed Systems. WORLDS 2004 - [c5]Suman Nath
Synopsis diffusion for robust aggregation in sensor networks. SenSys 2004: 250-262 - 2003
- [j2]Phillip B. Gibbons, Brad Karp, Yan Ke, Suman Nath
IrisNet: An Architecture for a Worldwide Sensor Web. IEEE Pervasive Comput. 2(4): 22-33 (2003) - [j1]Suman Nath, Amol Deshpande, Phillip B. Gibbons, Srinivasan Seshan
MobiCom poster: mining a world of smart sensors. ACM SIGMOBILE Mob. Comput. Commun. Rev. 7(1): 34-36 (2003) - [c4]Amol Deshpande, Suman Nath
Cache-and-Query for Wide Area Sensor Databases. SIGMOD Conference 2003: 503-514 - [c3]Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan
IrisNet: Internet-scale Resource-Intensive Sensor Services. SIGMOD Conference 2003: 667 - [c2]Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan:
IrisNet: An Architecture for Internet-scale Sensing Services. VLDB 2003: 1137-1140 - 2001
- [c1]Suraj Sudhir, Suman Nath
Configuration Caching and Swapping. FPL 2001: 192-202
Coauthor Index
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