Bugra Gedik

ORCID

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 29

Top Venues

CoRR

VLDB J.

Proc. VLDB Endow.

IEEE Trans. Serv. Comput.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CoRR (2022)
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CVPR (2022)
Mark Zhao, Niket Agarwal, Aarti Basant, Bugra Gedik, Satadru Pan, Mustafa Ozdal, Rakesh Komuravelli, Jerry Pan, Tianshu Bao, Haowei Lu, Sundaram Narayanan, Jack Langman, Kevin Wilfong, Harsha Rastogi, Carole-Jean Wu, Christos Kozyrakis, Parik Pol
Understanding data storage and ingestion for large-scale deep recommendation model training: industrial product. ISCA (2022)
Mark Zhao, Niket Agarwal, Aarti Basant, Bugra Gedik, Satadru Pan, Mustafa Ozdal, Rakesh Komuravelli, Jerry Pan, Tianshu Bao, Haowei Lu, Sundaram Narayanan, Jack Langman, Kevin Wilfong, Harsha Rastogi, Carole-Jean Wu, Christos Kozyrakis, Parik Pol
Understanding and Co-designing the Data Ingestion Pipeline for Industry-Scale RecSys Training. CoRR (2021)
Fuat Basik, Bugra Gedik, Hakan Ferhatosmanoglu, Kun-Lung Wu
Fair Task Allocation in Crowdsourced Delivery. IEEE Trans. Serv. Comput. 14 (4) (2021)
Mehmet Güvercin, Nilgun Ferhatosmanoglu, Bugra Gedik
Forecasting Flight Delays Using Clustered Models Based on Airport Networks. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Fuat Basik, Hakan Ferhatosmanoglu, Bugra Gedik
SLIM: Scalable Linkage of Mobility Data. CoRR (2020)
Fuat Basik, Hakan Ferhatosmanoglu, Bugra Gedik
SLIM: Scalable Linkage of Mobility Data. SIGMOD Conference (2020)
Basri Kahveci, Bugra Gedik
Joker: Elastic stream processing with organic adaptation. J. Parallel Distributed Comput. 137 (2020)
Kaan Bingöl, Bahaeddin Eravci, Çagri Özgenç Etemoglu, Hakan Ferhatosmanoglu, Bugra Gedik
Topic-Based Influence Computation in Social Networks Under Resource Constraints. IEEE Trans. Serv. Comput. 12 (6) (2019)
Fuat Basik, Bugra Gedik, Çagri Etemoglu, Hakan Ferhatosmanoglu
Spatio-Temporal Linkage over Location-Enhanced Services. IEEE Trans. Mob. Comput. 17 (2) (2018)
Fuat Basik, Bugra Gedik, Çagri Etemoglu, Hakan Ferhatosmanoglu
Spatio-Temporal Linkage over Location Enhanced Services. CoRR (2018)
Kaan Bingöl, Bahaeddin Eravci, Çagri Özgenç Etemoglu, Hakan Ferhatosmanoglu, Bugra Gedik
Topic-Based Influence Computation in Social Networks under Resource Constraints. CoRR (2018)
Semih Sahin, Bugra Gedik
C-Stream: A Co-routine-Based Elastic Stream Processing Engine. ACM Trans. Parallel Comput. 4 (3) (2018)
Fuat Basik, Bugra Gedik, Hakan Ferhatosmanoglu, Kun-Lung Wu
Fair Task Allocation in Crowdsourced Delivery. CoRR (2018)
Abdurrahman Yasar, Bugra Gedik, Hakan Ferhatosmanoglu
Distributed block formation and layout for disk-based management of large-scale graphs. Distributed Parallel Databases 35 (1) (2017)
Ibrahim Onuralp Yigit, Ahmet Feyzi Ates, Mehmet Güvercin, Hakan Ferhatosmanoglu, Bugra Gedik
Call center text mining approach. SIU (2017)
Selçuk Emre Solmaz, Bugra Gedik, Hakan Ferhatosmanoglu, Selçuk Sözüer, Engin Zeydan, Çagri Özgenc Etemoglu
ALACA: A platform for dynamic alarm collection and alert notification in network management systems. Int. J. Netw. Manag. 27 (4) (2017)
Martin Hirzel, Scott Schneider, Bugra Gedik
SPL: An Extensible Language for Distributed Stream Processing. ACM Trans. Program. Lang. Syst. 39 (1) (2017)
Ahmet Erdem Sariyüce, Bugra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
SONIC: streaming overlapping community detection. Data Min. Knowl. Discov. 30 (4) (2016)
Bugra Gedik, H. G. Özsema, Özcan Özturk
Pipelined fission for stream programs with dynamic selectivity and partitioned state. J. Parallel Distributed Comput. 96 (2016)
Ahmet Erdem Sariyüce, Bugra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
Incremental k-core decomposition: algorithms and evaluation. VLDB J. 25 (3) (2016)
Robert Soulé, Martin Hirzel, Bugra Gedik, Robert Grimm
River: an intermediate language for stream processing. Softw. Pract. Exp. 46 (7) (2016)
Robert Soulé, Bugra Gedik
RailwayDB: adaptive storage of interaction graphs. VLDB J. 25 (2) (2016)
Scott Schneider, Bugra Gedik, Martin Hirzel
Language Runtime and Optimizations in IBM Streams. IEEE Data Eng. Bull. 38 (4) (2015)
Fuat Basik, Bugra Gedik, Hakan Ferhatosmanoglu, Mert Emin Kalender
-TM: scalable streaming short text matching. VLDB J. 24 (6) (2015)
Scott Schneider, Martin Hirzel, Bugra Gedik, Kun-Lung Wu
Safe Data Parallelism for General Streaming. IEEE Trans. Computers 64 (2) (2015)
Michele Dallachiesa, Gabriela Jacques-Silva, Bugra Gedik, Kun-Lung Wu, Themis Palpanas
Sliding windows over uncertain data streams. Knowl. Inf. Syst. 45 (1) (2015)
Mehmet Ali Abbasoglu, Bugra Gedik, Hakan Ferhatosmanoglu
Aggregate Profile Clustering for Streaming Analytics. Comput. J. 58 (9) (2015)
Bugra Gedik
Generic windowing support for extensible stream processing systems. Softw. Pract. Exp. 44 (9) (2014)
Bugra Gedik
Partitioning functions for stateful data parallelism in stream processing. VLDB J. 23 (4) (2014)
Bugra Gedik, Scott Schneider, Martin Hirzel, Kun-Lung Wu
Elastic Scaling for Data Stream Processing. IEEE Trans. Parallel Distributed Syst. 25 (6) (2014)
Bugra Gedik
Discriminative Fine-Grained Mixing for Adaptive Compression of Data Streams. IEEE Trans. Computers 63 (9) (2014)
Bugra Gedik, Rajesh Bordawekar
Disk-Based Management of Interaction Graphs. IEEE Trans. Knowl. Data Eng. 26 (11) (2014)
Robert Soulé, Bugra Gedik
Optimized Disk Layouts for Adaptive Storage of Interaction Graphs. CoRR (2014)
Bhuvan Bamba, Kun-Lung Wu, Bugra Gedik, Ling Liu
SLIM: A Scalable Location-Sensitive Information Monitoring Service. ICWS (2013)
Martin Hirzel, Henrique Andrade, Bugra Gedik, Gabriela Jacques-Silva, Rohit Khandekar, Vibhore Kumar, Mark P. Mendell, Howard Nasgaard, Scott Schneider, Robert Soulé, Kun-Lung Wu
IBM Streams Processing Language: Analyzing Big Data in motion. IBM J. Res. Dev. 57 (3/4) (2013)
Bugra Gedik
Auto-tuning Similarity Search Algorithms on Multi-core Architectures. Int. J. Parallel Program. 41 (5) (2013)
Yuzhe Tang, Bugra Gedik
Autopipelining for Data Stream Processing. IEEE Trans. Parallel Distributed Syst. 24 (12) (2013)
Ahmet Erdem Sariyüce, Bugra Gedik, Gabriela Jacques-Silva, Kun-Lung Wu, Ümit V. Çatalyürek
Streaming Algorithms for k-core Decomposition. Proc. VLDB Endow. 6 (6) (2013)
Scott Schneider, Martin Hirzel, Bugra Gedik
Tutorial: stream processing optimizations. DEBS (2013)
Martin Hirzel, Robert Soulé, Scott Schneider, Bugra Gedik, Robert Grimm
A catalog of stream processing optimizations. ACM Comput. Surv. 46 (4) (2013)
Mehmet Ali Abbasoglu, Bugra Gedik, Hakan Ferhatosmanoglu
Aggregate Profile Clustering for Telco Analytics. Proc. VLDB Endow. 6 (12) (2013)
Scott Schneider, Martin Hirzel, Bugra Gedik, Kun-Lung Wu
Auto-parallelizing stateful distributed streaming applications. PACT (2012)
Mark P. Mendell, Howard Nasgaard, Eric Bouillet, Martin Hirzel, Bugra Gedik
Extending a general-purpose streaming system for XML. EDBT (2012)
Bugra Gedik, Henrique Andrade
A model-based framework for building extensible, high performance stream processing middleware and programming language for IBM InfoSphere Streams. Softw. Pract. Exp. 42 (11) (2012)
Martin Hirzel, Bugra Gedik
Streams that compose using macros that oblige. PEPM (2012)
Gabriela Jacques-Silva, Bugra Gedik, Rohit Wagle, Kun-Lung Wu, Vibhore Kumar
Building User-defined Runtime Adaptation Routines for Stream Processing Applications. Proc. VLDB Endow. 5 (12) (2012)
Giuliano Losa, Vibhore Kumar, Henrique Andrade, Bugra Gedik, Martin Hirzel, Robert Soulé, Kun-Lung Wu
CAPSULE: language and system support for efficient state sharing in distributed stream processing systems. DEBS (2012)
Gabriela Jacques-Silva, Bugra Gedik, Rohit Wagle, Kun-Lung Wu, Vibhore Kumar
Building User-defined Runtime Adaptation Routines for Stream Processing Applications CoRR (2012)
Robert Soulé, Martin Hirzel, Bugra Gedik, Robert Grimm
From a calculus to an execution environment for stream processing. DEBS (2012)
Gabriela Jacques-Silva, Bugra Gedik, Henrique Andrade, Kun-Lung Wu, Ravishankar K. Iyer
Fault injection-based assessment of partial fault tolerance in stream processing applications. DEBS (2011)
Qiong Zou, Bugra Gedik, Kun Wang
SpamWatcher: a streaming social network analytic on the IBM wire-speed processor. DEBS (2011)
Henrique Andrade, Bugra Gedik, Kun-Lung Wu, Philip S. Yu
Processing high data rate streams in System S. J. Parallel Distributed Comput. 71 (2) (2011)
Bugra Gedik, Kun-Lung Wu, Ling Liu, Philip S. Yu
Load Shedding in Mobile Systems with MobiQual. IEEE Trans. Knowl. Data Eng. 23 (2) (2011)
Gabriela Jacques-Silva, Zbigniew Kalbarczyk, Bugra Gedik, Henrique Andrade, Kun-Lung Wu, Ravishankar K. Iyer
Modeling stream processing applications for dependability evaluation. DSN (2011)
Xiaolan Joy Zhang, Sujay Parekh, Bugra Gedik, Henrique Andrade, Kun-Lung Wu
Workload characterization for operator-based distributed stream processing applications. DEBS (2010)
Qiong Zou, Huayong Wang, Robert Soulé, Martin Hirzel, Henrique Andrade, Bugra Gedik, Kun-Lung Wu
From a Stream of Relational Queries to Distributed Stream Processing. Proc. VLDB Endow. 3 (2) (2010)
Wim De Pauw, Mihai Letia, Bugra Gedik, Henrique Andrade, Andy Frenkiel, Michael Pfeifer, Daby M. Sow
Visual Debugging for Stream Processing Applications. RV (2010)
Vibhore Kumar, Henrique Andrade, Bugra Gedik, Kun-Lung Wu
DEDUCE: at the intersection of MapReduce and stream processing. EDBT (2010)
Robert Soulé, Martin Hirzel, Robert Grimm, Bugra Gedik, Henrique Andrade, Vibhore Kumar, Kun-Lung Wu
A Universal Calculus for Stream Processing Languages. ESOP (2010)
Deepak S. Turaga, Henrique Andrade, Bugra Gedik, Chitra Venkatramani, Olivier Verscheure, Jeffrey David Harris, John Cox, William Szewczyk, Paul Jones
Design principles for developing stream processing applications. Softw. Pract. Exp. 40 (12) (2010)
Scott Schneider, Henrique Andrade, Bugra Gedik, Kun-Lung Wu, Dimitrios S. Nikolopoulos
Evaluation of streaming aggregation on parallel hardware architectures. DEBS (2010)
Henrique Andrade, Bugra Gedik, Kun-Lung Wu, Philip S. Yu
Scale-Up Strategies for Processing High-Rate Data Streams in System S. ICDE (2009)
Huayong Wang, Henrique Andrade, Bugra Gedik, Kun-Lung Wu
A Code Generation Approach for Auto-Vectorization in the Spade Compiler. LCPC (2009)
Bugra Gedik, Henrique Andrade, Kun-Lung Wu
A code generation approach to optimizing high-performance distributed data stream processing. CIKM (2009)
Scott Schneider, Henrique Andrade, Bugra Gedik, Alain Biem, Kun-Lung Wu
Elastic scaling of data parallel operators in stream processing. IPDPS (2009)
Rohit Khandekar, Kirsten Hildrum, Sujay Parekh, Deepak Rajan, Joel L. Wolf, Kun-Lung Wu, Henrique Andrade, Bugra Gedik
COLA: Optimizing Stream Processing Applications via Graph Partitioning. Middleware (2009)
Howard Nasgaard, Bugra Gedik, Mary Komor, Mark P. Mendell
IBM InfoSphere streams: event processing for a smarter planet. CASCON (2009)
Huayong Wang, Henrique Andrade, Bugra Gedik, Kun-Lung Wu
Auto-vectorization through code generation for stream processing applications. ICS (2009)
Bugra Gedik, Rajesh Bordawekar, Philip S. Yu
CellJoin: a parallel stream join operator for the cell processor. VLDB J. 18 (2) (2009)
Xiaolan Joy Zhang, Henrique Andrade, Bugra Gedik, Richard King, John F. Morar, Senthil Nathan, Yoonho Park, Raju Pavuluri, Edward Pring, Randall Schnier, Philippe Selo, Michael Spicer, Volkmar Uhlig, Chitra Venkatramani
Implementing a high-volume, low-latency market data processing system on commodity hardware using IBM middleware. SC-WHPCF (2009)
Gabriela Jacques-Silva, Bugra Gedik, Henrique Andrade, Kun-Lung Wu
Language level checkpointing support for stream processing applications. DSN (2009)
Bugra Gedik, Henrique Andrade, Andy Frenkiel, Wim De Pauw, Michael Pfeifer, Paul Allen, Norman Cohen, Kun-Lung Wu
Tools and strategies for debugging distributed stream processing applications. Softw. Pract. Exp. 39 (16) (2009)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu
Efficient Construction of Compact Shedding Filters for Data Stream Processing. ICDE (2008)
Bugra Gedik, Henrique Andrade, Kun-Lung Wu, Philip S. Yu, Myungcheol Doo
SPADE: the system s declarative stream processing engine. SIGMOD Conference (2008)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
MobiQual: QoS-aware Load Shedding in Mobile CQ Systems. ICDE (2008)
Bugra Gedik, Ling Liu
Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms. IEEE Trans. Mob. Comput. 7 (1) (2008)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
CPU load shedding for binary stream joins. Knowl. Inf. Syst. 13 (3) (2007)
Bugra Gedik, Ling Liu, Philip S. Yu
ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks. IEEE Trans. Parallel Distributed Syst. 18 (12) (2007)
Bugra Gedik, Ling Liu, Kun-Lung Wu, Philip S. Yu
Lira: Lightweight, Region-aware Load Shedding in Mobile CQ Systems. ICDE (2007)
Kun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang
Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. VLDB (2007)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
A Load Shedding Framework and Optimizations for M-way Windowed Stream Joins. ICDE (2007)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
GrubJoin: An Adaptive, Multi-Way, Windowed Stream Join with Time Correlation-Aware CPU Load Shedding. IEEE Trans. Knowl. Data Eng. 19 (10) (2007)
Bugra Gedik, Philip S. Yu, Rajesh Bordawekar
Executing Stream Joins on the Cell Processor. VLDB (2007)
Bugra Gedik, Rajesh Bordawekar, Philip S. Yu
CellSort: High Performance Sorting on the Cell Processor. VLDB (2007)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
Processing Moving Queries over Moving Objects Using Motion-Adaptive Indexes. IEEE Trans. Knowl. Data Eng. 18 (5) (2006)
Mudhakar Srivatsa, Bugra Gedik, Ling Liu
Large Scaling Unstructured Peer-to-Peer Networks with Heterogeneity-Aware Topology and Routing. IEEE Trans. Parallel Distributed Syst. 17 (11) (2006)
Aameek Singh, Bugra Gedik, Ling Liu
Agyaat: mutual anonymity over structured P2P networks. Internet Res. 16 (2) (2006)
Bugra Gedik, Ling Liu
Quality-aware dstributed data delivery for continuous query services. SIGMOD Conference (2006)
Bugra Gedik, Ling Liu
MobiEyes: A Distributed Location Monitoring Service Using Moving Location Queries. IEEE Trans. Mob. Comput. 5 (10) (2006)
Bugra Gedik, Ling Liu
Location Privacy in Mobile Systems: A Personalized Anonymization Model. ICDCS (2005)
Bugra Gedik, Ling Liu
A Scalable Peer-to-Peer Architecture for Distributed Information Monitoring Applications. IEEE Trans. Computers 54 (6) (2005)
Lakshmish Ramaswamy, Bugra Gedik, Ling Liu
A Distributed Approach to Node Clustering in Decentralized Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 16 (9) (2005)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
Adaptive load shedding for windowed stream joins. CIKM (2005)
Bugra Gedik, Aameek Singh, Ling Liu
Energy efficient exact kNN search in wireless broadcast environments. GIS (2004)
Mudhakar Srivatsa, Bugra Gedik, Ling Liu
Scaling Unstructured Peer-to-Peer Networks With Multi-Tier Capacity-Aware Overlay Topologies. ICPADS (2004)
Bugra Gedik, Ling Liu
MobiEyes: Distributed Processing of Continuously Moving Queries on Moving Objects in a Mobile System. EDBT (2004)
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
Motion adaptive indexing for moving continual queries over moving objects. CIKM (2004)
Bugra Gedik, Ling Liu
PeerCQ: A Decentralized and Self-Configuring Peer-to-Peer Information Monitoring System. ICDCS (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bugra Gedik