Rajeev Rastogi

Affiliations:
  • Yahoo!
  • Bell Labs


According to our database1, Rajeev Rastogi authored at least 159 papers between 1991 and 2024.

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Bibliography

2024
Leveraging Uncertainty Estimates To Improve Classifier Performance.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2020
CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data.
CoRR, 2020

2018
Bayesian Models for Product Size Recommendations.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

MobiCom'18 Panel: Hammer & Nail vis-a-vis AI / ML Applications to Networked Systems.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

A Scalable Algorithm for Higher-order Features Generation using MinHash.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Recommending Product Sizes to Customers.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Machine Learning @ Amazon.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2016
Indexed Regular Expression Matching.
Encyclopedia of Algorithms, 2016

Machine Learning in the Real World.
Proc. VLDB Endow., 2016

Conclusions and Looking Forward.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Data Stream Management: A Brave New World.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Sketch-Based Multi-Query Processing over Data Streams.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2012
Semi-supervised correction of biased comment ratings.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Recommendations to boost content spread in social networks.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Building Knowledge Bases from the Web.
Proceedings of the 18th International Conference on Management of Data, 2012

LogUCB: an explore-exploit algorithm for comments recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Matching product titles using web-based enrichment.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Optimal Schemes for Robust Web Extraction.
Proc. VLDB Endow., 2011

Web information extraction using Markov logic networks.
Proceedings of the 20th International Conference on World Wide Web, 2011

Connecting the next billion web users.
Proceedings of the 20th International Conference on World Wide Web, 2011

Entity disambiguation with hierarchical topic models.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Memory-constrained aggregate computation over data streams.
Proceedings of the 27th International Conference on Data Engineering, 2011

Web-scale information extraction with vertex.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Optimal scheduling for dynamic channel allocation in wireless LANs.
Wirel. Networks, 2010

Exploiting Content Redundancy for Web Information Extraction.
Proc. VLDB Endow., 2010

Joint Routing and Scheduling in Multi-hop Wireless Networks with Directional Antennas.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

High-Precision Web Extraction Using Site Knowledge.
Proceedings of the 16th International Conference on Management of Data, 2010

2009
Multi-query optimization for sketch-based estimation.
Inf. Syst., 2009

Scalable Content-Based Routing in Pub/Sub Systems.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Regular Expression Indexing.
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008

Graph summarization with bounded error.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Scalable regular expression matching on data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Minimum Cost Topology Construction for Rural Wireless Mesh Networks.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Detecting Anomalies Using End-to-End Path Measurements.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

A New Channel Assignment Mechanism for Rural Wireless Mesh Networks.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Mining (Social) Network Graphs to Detect Random Link Attacks.
Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Aggregate Computation over Data Streams.
Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Constraint Monitoring Using Adaptive Thresholds.
Proceedings of the 24th International Conference on Data Engineering, 2008

Accelerating Lookups in P2P Systems using Peer Caching.
Proceedings of the 24th International Conference on Data Engineering, 2008

Internet Research: What's hot in Search, Advertizing, and Cloud Computing.
Proceedings of the 14th International Conference on Management of Data, 2008

2007
VillageNet: A low-cost, IEEE 802.11-based mesh network for connecting rural areas.
Bell Labs Tech. J., 2007

Augmenting handset capacity through virtual storage.
Bell Labs Tech. J., 2007

Monitoring infrastructure for converged networks and services.
Bell Labs Tech. J., 2007

Routing and Channel Allocation in Rural Wireless Mesh Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Diagnosing Link-Level Anomalies Using Passive Probes.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Efficient Detection of Distributed Constraint Violations.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Streaming Algorithms for Robust, Real-Time Detection of DDoS Attacks.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

Efficient Design of End-to-End Probes for Source-Routed Networks.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

VillageNet: A low-cost, 802.11-based mesh network for rural regions.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

On Configuring BGP Route Reflectors.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

2006
Robust monitoring of link delays and faults in IP networks.
IEEE/ACM Trans. Netw., 2006

Globalization: Challenges to Database Community.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Efficient gossip-based aggregate computation.
Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

VoIP service quality monitoring using active and passive probes.
Proceedings of the First International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2006), 2006

2005
Algorithms for computing QoS paths with restoration.
IEEE/ACM Trans. Netw., 2005

OSS architecture and requirements for VoIP networks.
Bell Labs Tech. J., 2005

Query Translation from XPath to SQL in the Presence of Recursive DTDs.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Join-distinct aggregate estimation over update streams.
Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2005

2004
Tracking set-expression cardinalities over continuous update streams.
VLDB J., 2004

Topology discovery in heterogeneous IP networks: the <i>NetInventory</i> system.
IEEE/ACM Trans. Netw., 2004

WALRUS: A Similarity Retrieval Algorithm for Image Databases.
IEEE Trans. Knowl. Data Eng., 2004

Traveling with a Pez Dispenser (or, Routing Issues in MPLS).
SIAM J. Comput., 2004

Distributed Set Expression Cardinality Estimation.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Processing Data-Stream Join Aggregates Using Skimmed Sketches.
Proceedings of the Advances in Database Technology, 2004

Sketch-Based Multi-query Processing over Data Streams.
Proceedings of the Advances in Database Technology, 2004

2003
RE-tree: an efficient index structure for regular expressions.
VLDB J., 2003

Optimal configuration of OSPF aggregates.
IEEE/ACM Trans. Netw., 2003

Guest Editor Introduction: Special Section on Online Analysis and Querying of Continuous Data Streams.
IEEE Trans. Knowl. Data Eng., 2003

Mining Optimized Gain Rules for Numeric Attributes.
IEEE Trans. Knowl. Data Eng., 2003

Detection and Recovery Techniques for Database Corruption.
IEEE Trans. Knowl. Data Eng., 2003

Scalable Filtering of XML Data for Web Services.
IEEE Internet Comput., 2003

DTD Inference from XML Documents: The XTRACT Approach.
IEEE Data Eng. Bull., 2003

Building Decision Trees with Constraints.
Data Min. Knowl. Discov., 2003

XTRACT: Learning Document Type Descriptors from XML Document Collections.
Data Min. Knowl. Discov., 2003

Processing Set Expressions over Continuous Update Streams.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Capturing both Types and Constraints in Data Integration.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Exploring the trade-off between label size and stack depth in MPLS Routing.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Optimal Configuration for BGP Route Selection.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Algorithms for Computing QoS Paths with Restoration.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Physical Topology Discovery for Large Multi-Subnet Networks.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Techniques for Clustering Massive Data Sets.
Proceedings of the Clustering and Information Retrieval, 2003

2002
Efficient filtering of XML documents with XPath expressions.
VLDB J., 2002

Algorithms for provisioning virtual private networks in the hose model.
IEEE/ACM Trans. Netw., 2002

Mining Optimized Association Rules with Categorical and Numeric Attributes.
IEEE Trans. Knowl. Data Eng., 2002

Mining Sequential Patterns with Regular Expression Constraints.
IEEE Trans. Knowl. Data Eng., 2002

<i>SPARTAN</i>: using constrained models for guaranteed-error semantic compression.
SIGKDD Explor., 2002

Tree Pattern Aggregation for Scalable XML Data Dissemination.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

DTD-Directed Publishing with Attribute Translation Grammars.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

Querying and mining data streams: you only get one look a tutorial.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Processing complex aggregate queries over data streams.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Network Data Mining and Analysis: The NEMESIS Project.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Restoration Algorithms for Virtual Private Networks in the Hose Model.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

2001
Approximate query processing using wavelets.
VLDB J., 2001

Reminiscences on Influential Papers.
SIGMOD Rec., 2001

Mining optimized support rules for numeric attributes.
Inf. Syst., 2001

Cure: An Efficient Clustering Algorithm for Large Databases.
Inf. Syst., 2001

Overcoming Heterogeneity and Autonomy in Multidatabase Systems.
Inf. Comput., 2001

Using Semantic Knowledge of Distributed Objects to Increase Reliability and Availability.
Proceedings of the 6th Workshop on Object-Oriented Real-Time Dependable Systems (WORDS 2001), 2001

Provisioning a virtual private network: a network design problem for multicommodity flow.
Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001

Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Main-Memory Index Structures with Fixed-Size Partial Keys.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Efficiently Monitoring Bandwidth and Latency in IP Networks.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Data Mining Meets Network Management: The NEMESIS Project.
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001

2000
Workshop Report: 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.
SIGKDD Explor., 2000

Scalable Data Mining with Model Constraints.
SIGKDD Explor., 2000

Improving Predictability of Transaction Execution Times in Real-time Databases.
Real Time Syst., 2000

ROCK: A Robust Clustering Algorithm for Categorical Attributes.
Inf. Syst., 2000

PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning.
Data Min. Knowl. Discov., 2000

Efficient Algorithms for Mining Outliers from Large Data Sets.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

On-line Reorganization in Object Databases.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

XTRACT: A System for Extracting Document Type Descriptors from XML Documents.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Efficient algorithms for constructing decision trees with constraints.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Topology Discovery in Heterogeneous IP Networks.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

1999
Data Mining and the Web: Past, Present and Future.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

SPIRIT: Sequential Pattern Mining with Regular Expression Constraints.
Proceedings of the VLDB'99, 1999

Of Crawlers, Portals, Mice and Men: Is there more to Mining the Web? (Panel).
Proceedings of the SIGMOD 1999, 1999

Update Propagation Protocols For Replicated Databases.
Proceedings of the SIGMOD 1999, 1999

DataBlitz Storage Manager: Main Memory Database Performance for Critical Applications.
Proceedings of the SIGMOD 1999, 1999

Scalable Algorithms for Mining Large Databases.
Proceedings of the Tutorial Notes for ACM SIGKDD 1999 International Conference on Knowledge Discovery and Data Mining, 1999

Scheduling and Data Replication to Improve Tape Jukebox Performance.
Proceedings of the 15th International Conference on Data Engineering, 1999

Using Codewords to Protect Database Data from a Class of Software Errors.
Proceedings of the 15th International Conference on Data Engineering, 1999

1998
Ensuring Consistency in Multidatabases by Preserving Two-Level Serializability.
ACM Trans. Database Syst., 1998

On Correctness of Nonserializable Executions.
J. Comput. Syst. Sci., 1998

Distributed Multi-Level Recovery in Main-Memory Databases.
Distributed Parallel Databases, 1998


1997
Architecture Issues In Multimedia Storage Systems.
SIGMETRICS Perform. Evaluation Rev., 1997

The Architecture of the Dalí Main-Memory Storage Manager.
Multim. Tools Appl., 1997

The architecture of the Dalí main memory storage manager.
Bell Labs Tech. J., 1997

Logical and Physical Versioning in Main Memory Databases.
Proceedings of the VLDB'97, 1997

Multimedia support for databases.
Proceedings of the Second IEEE Symposium on Computers and Communications (ISCC 1997), 1997

Periodic Retrieval of Videos from Disk Arrays.
Proceedings of the Thirteenth International Conference on Data Engineering, 1997

1996
On the Design of a Low-Cost Video-on-Demand Storage System.
Multim. Syst., 1996

Fault-tolerant Architectures for Continuous Media Servers.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

Buffer Replacement Algorithms for Multimedia Storage Systems.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

Client-Based Logging for High Performance Distributed Architectures.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Fine-granularity Locking and Client-Based Logging for Distributed Architectures.
Proceedings of the Advances in Database Technology, 1996

The Storage and Retrieval of Continuous Media Data.
Proceedings of the Multimedia Database System: Issues and Research Direction, 1996

1995
A Disk-Based Storage Architecture for Movie on Demand Servers.
Inf. Syst., 1995

Disk Striping in Video Server Environments.
IEEE Data Eng. Bull., 1995

Research Issues in Multimedia Storage Servers.
ACM Comput. Surv., 1995

Demand Paging for Video-on-Demand Servers.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1995

A Framework for the Storage and Retrieval of Continous Media Data.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1995

Exploiting Transaction Semantics in Multidatabase Systems.
Proceedings of the 15th International Conference on Distributed Computing Systems, Vancouver, British Columbia, Canada, May 30, 1995

1994
A Low-Cost Storage Server for Movie on Demand Databases.
Proceedings of the VLDB'94, 1994

Dalí: A High Performance Main Memory Storage Manager.
Proceedings of the VLDB'94, 1994

On the Storage and Retrieval of Continuous Media Data.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

Enhancing Pre-existing Data Managers with Atomicity and Durability.
Proceedings of the Applications of Databases, First International Conference, 1994

1993
Transcending the Serializability Requirement.
IEEE Data Eng. Bull., 1993

On Correctness of Non-serializable Executions.
Proceedings of the Twelfth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1993

Strict Histories in Object-Based Database Systems.
Proceedings of the Twelfth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1993

Efficient Global Transaction Management in Multidatabase Systems.
Proceedings of the 3rd International Conference on Database Systems for Advanced Applications (DASFAA), 1993

1992
The Concurrency Control Problem in Multidatabases: Characteristics and Solutions.
Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, 1992

Relaxing Serializability in Multidatabase Systems.
Proceedings of the RIDE-TQP '92, 1992

Ensuring Transaction Atomicity in Multidatabase Systems.
Proceedings of the Eleventh ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1992

A Transaction Model for Multidatabase Systems.
Proceedings of the 12th International Conference on Distributed Computing Systems, 1992

1991
Non-Serializable Executions in Heterogeneous Distributed Database Systems.
Proceedings of the First International Conference on Parallel and Distributed Information Systems (PDIS 1991), 1991


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