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Publications of "Julian Dolby" ( http://dblp.L3S.de/Authors/Julian_Dolby )

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Publication years (Num. hits)
1994-2006 (16) 2007-2010 (20) 2011-2013 (16) 2014-2016 (15) 2017-2018 (18) 2019 (2)
Publication types (Num. hits)
article(16) incollection(1) inproceedings(69) proceedings(1)
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Found 88 publication records. Showing 87 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Linghui Luo, Julian Dolby, Eric Bodden MagpieBridge: A General Approach to Integrating Static Analyses into IDEs and Editors (Tool Insights Paper). Search on Bibsonomy ECOOP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Veronika Thost, Julian Dolby QED: Out-of-the-Box Datasets for SPARQL Query Evaluation. Search on Bibsonomy ESWC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kavitha Srinivas, Abraham Gale, Julian Dolby Merging datasets through deep learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jinqiu Yang 0001, Erik Wittern, Annie T. T. Ying, Julian Dolby, Lin Tan 0001 Automatically Extracting Web API Specifications from HTML Documentation. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Julian Dolby, Avraham Shinnar, Allison Allain, Jenna Reinen Ariadne: Analysis for Machine Learning Program. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Julian Dolby, William G. J. Halfond, Ashish Mishra (eds.) Companion Proceedings for the ISSTA/ECOOP 2018 Workshops, ISSTA 2018, Amsterdam, Netherlands, July 16-21, 2018 Search on Bibsonomy ISSTA/ECOOP Workshops The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Jinqiu Yang 0001, Erik Wittern, Annie T. T. Ying, Julian Dolby, Lin Tan 0001 Towards extracting web API specifications from documentation. Search on Bibsonomy MSR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Veronika Thost, Julian Dolby QED: Out-of-the-box Datasets for SPARQL Query Evaluation. Search on Bibsonomy International Semantic Web Conference (P&D/Industry/BlueSky) The full citation details ... 2018 DBLP  BibTeX  RDF
1Yao Dong, Ana Milanova, Julian Dolby SecureMR: secure mapreduce using homomorphic encryption and program partitioning. Search on Bibsonomy PPOPP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Avraham Shinnar, Allison Allain, Jenna Reinen Ariadne: analysis for machine learning programs. Search on Bibsonomy MAPL@PLDI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Guillaume Baudart, Julian Dolby, Evelyn Duesterwald, Martin Hirzel, Avraham Shinnar Protecting chatbots from toxic content. Search on Bibsonomy Onward! The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1José Fragoso Santos, Petar Maksimovic, Théotime Grohens, Julian Dolby, Philippa Gardner Symbolic Execution for JavaScript. Search on Bibsonomy PPDP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yao Dong, Ana Milanova, Julian Dolby SecureMR: secure mapreduce computation using homomorphic encryption and program partitioning. Search on Bibsonomy HotSoS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yunhui Zheng, Vijay Ganesh, Sanu Subramanian, Omer Tripp, Murphy Berzish, Julian Dolby, Xiangyu Zhang 0001 Z3str2: an efficient solver for strings, regular expressions, and length constraints. Search on Bibsonomy Formal Methods in System Design The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Erik Wittern, Annie T. T. Ying, Yunhui Zheng, Jim Alain Laredo, Julian Dolby, Christopher C. Young, Aleksander Slominski Opportunities in Software Engineering Research for Web API Consumption. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Erik Wittern, Annie T. T. Ying, Yunhui Zheng, Julian Dolby, Jim Alain Laredo Statically Checking Web API Requests in JavaScript. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Marianna Rapoport, Philippe Suter, Erik Wittern, Ondrej Lhoták, Julian Dolby Who you gonna call? Analyzing Web Requests in Android Applications. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Marianna Rapoport, Philippe Suter, Erik Wittern, Ondrej Lhoták, Julian Dolby Who you gonna call?: analyzing web requests in Android applications. Search on Bibsonomy MSR The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Erik Wittern, Annie T. T. Ying, Yunhui Zheng, Jim Alain Laredo, Julian Dolby, Christopher C. Young, Aleksander Slominski Opportunities in Software Engineering Research for Web API Consumption. Search on Bibsonomy WAPI@ICSE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Erik Wittern, Annie T. T. Ying, Yunhui Zheng, Julian Dolby, Jim Alain Laredo Statically checking web API requests in JavaScript. Search on Bibsonomy ICSE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Orna Grumberg, Peter Müller 0001, Omer Tripp Synergies among Testing, Verification, and Repair for Concurrent Programs (Dagstuhl Seminar 16201). Search on Bibsonomy Dagstuhl Reports The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vivek Kumar 0001, Julian Dolby, Stephen M. Blackburn Integrating Asynchronous Task Parallelism and Data-centric Atomicity. Search on Bibsonomy PPPJ The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Yao Dong, Ana Milanova, Julian Dolby JCrypt: Towards Computation over Encrypted Data. Search on Bibsonomy PPPJ The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sungho Lee, Julian Dolby, Sukyoung Ryu HybriDroid: static analysis framework for Android hybrid applications. Search on Bibsonomy ASE The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Mihaela A. Bornea, Julian Dolby, Achille Fokoue, Anastasios Kementsietsidis, Kavitha Srinivas, Mandana Vaziri An Executable Specification for SPARQL. Search on Bibsonomy WISE (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Achille Fokoue, Mariano Rodriguez-Muro, Kavitha Srinivas, Wen Sun Extending SPARQL for Data Analytic Tasks. Search on Bibsonomy International Semantic Web Conference (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Shiyi Wei, Omer Tripp, Barbara G. Ryder, Julian Dolby Revamping JavaScript static analysis via localization and remediation of root causes of imprecision. Search on Bibsonomy SIGSOFT FSE The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Karim Ali 0001, Marianna Rapoport, Ondrej Lhoták, Julian Dolby, Frank Tip Type-Based Call Graph Construction Algorithms for Scala. Search on Bibsonomy ACM Trans. Softw. Eng. Methodol. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Yunhui Zheng, Vijay Ganesh, Sanu Subramanian, Omer Tripp, Julian Dolby, Xiangyu Zhang 0001 Effective Search-Space Pruning for Solvers of String Equations, Regular Expressions and Length Constraints. Search on Bibsonomy CAV (1) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Wei Huang 0001, Yao Dong, Ana Milanova, Julian Dolby Scalable and precise taint analysis for Android. Search on Bibsonomy ISSTA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Yoonseok Ko, Hongki Lee, Julian Dolby, Sukyoung Ryu Practically Tunable Static Analysis Framework for Large-Scale JavaScript Applications (T). Search on Bibsonomy ASE The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Julian Dolby Program analysis for mobile: how and why to run WALA on your phone. Search on Bibsonomy MobileDeLi The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Karim Ali 0001, Marianna Rapoport, Ondrej Lhoták, Julian Dolby, Frank Tip Constructing Call Graphs of Scala Programs. Search on Bibsonomy ECOOP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Julian Dolby To Dream the Impossible Dream: Toward Security Analysis for JavaScript. Search on Bibsonomy PLAS@ECOOP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Achille Fokoue, Mihaela A. Bornea, Julian Dolby, Anastasios Kementsietsidis, Kavitha Srinivas An Offline Optimal SPARQL Query Planning Approach to Evaluate Online Heuristic Planners. Search on Bibsonomy WISE (1) The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Mihaela A. Bornea, Julian Dolby, Anastasios Kementsietsidis, Kavitha Srinivas, Patrick Dantressangle, Octavian Udrea, Bishwaranjan Bhattacharjee Building an efficient RDF store over a relational database. Search on Bibsonomy SIGMOD Conference The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Jeff Huang 0001, Charles Zhang, Julian Dolby CLAP: recording local executions to reproduce concurrency failures. Search on Bibsonomy PLDI The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Max Schäfer, Manu Sridharan, Julian Dolby, Frank Tip Dynamic determinacy analysis. Search on Bibsonomy PLDI The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Asger Feldthaus, Max Schäfer, Manu Sridharan, Julian Dolby, Frank Tip Efficient construction of approximate call graphs for JavaScript IDE services. Search on Bibsonomy ICSE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Daniel Marino, Christian Hammer 0001, Julian Dolby, Mandana Vaziri, Frank Tip, Jan Vitek Detecting deadlock in programs with data-centric synchronization. Search on Bibsonomy ICSE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Peng Liu 0010, Julian Dolby, Charles Zhang Finding incorrect compositions of atomicity. Search on Bibsonomy ESEC/SIGSOFT FSE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Manu Sridharan, Satish Chandra 0001, Julian Dolby, Stephen J. Fink, Eran Yahav Alias Analysis for Object-Oriented Programs. Search on Bibsonomy Aliasing in Object-Oriented Programming The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia Fault Localization for Dynamic Web Applications. Search on Bibsonomy IEEE Trans. Software Eng. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Christian Hammer 0001, Daniel Marino, Frank Tip, Mandana Vaziri, Jan Vitek A data-centric approach to synchronization. Search on Bibsonomy ACM Trans. Program. Lang. Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Manu Sridharan, Julian Dolby, Satish Chandra 0001, Max Schäfer, Frank Tip Correlation Tracking for Points-To Analysis of JavaScript. Search on Bibsonomy ECOOP The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Boris Petrov, Martin T. Vechev, Manu Sridharan, Julian Dolby Race detection for web applications. Search on Bibsonomy PLDI The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Nicholas Kidd, Thomas W. Reps, Julian Dolby, Mandana Vaziri Finding concurrency-related bugs using random isolation. Search on Bibsonomy STTT The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1William N. Sumner, Christian Hammer 0001, Julian Dolby Marathon: Detecting Atomic-Set Serializability Violations with Conflict Graphs. Search on Bibsonomy RV The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Salvatore Guarnieri, Marco Pistoia, Omer Tripp, Julian Dolby, Stephen Teilhet, Ryan Berg Saving the world wide web from vulnerable JavaScript. Search on Bibsonomy ISSTA The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Shay Artzi, Julian Dolby, Simon Holm Jensen, Anders Møller, Frank Tip A framework for automated testing of javascript web applications. Search on Bibsonomy ICSE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Max Schäfer, Manu Sridharan, Julian Dolby, Frank Tip Refactoring Java programs for flexible locking. Search on Bibsonomy ICSE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Shay Artzi, Adam Kiezun, Julian Dolby, Frank Tip, Danny Dig, Amit M. Paradkar, Michael D. Ernst Finding Bugs in Web Applications Using Dynamic Test Generation and Explicit-State Model Checking. Search on Bibsonomy IEEE Trans. Software Eng. The full citation details ... 2010 DBLP  DOI  BibTeX  RDF reliability, verification, Software testing, Web applications, dynamic analysis, PHP
1Mandana Vaziri, Frank Tip, Julian Dolby, Christian Hammer 0001, Jan Vitek A Type System for Data-Centric Synchronization. Search on Bibsonomy ECOOP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Max Schäfer, Julian Dolby, Manu Sridharan, Emina Torlak, Frank Tip Correct Refactoring of Concurrent Java Code. Search on Bibsonomy ECOOP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia Directed test generation for effective fault localization. Search on Bibsonomy ISSTA The full citation details ... 2010 DBLP  DOI  BibTeX  RDF testing web applications, automated testing, concolic testing
1Emina Torlak, Mandana Vaziri, Julian Dolby MemSAT: checking axiomatic specifications of memory models. Search on Bibsonomy PLDI The full citation details ... 2010 DBLP  DOI  BibTeX  RDF sat, bounded model checking, memory models, axiomatic specifications
1Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia Practical fault localization for dynamic web applications. Search on Bibsonomy ICSE (1) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Edith Schonberg, Kavitha Srinivas Scalable highly expressive reasoner (SHER). Search on Bibsonomy J. Web Semant. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Nicholas Kidd, Thomas W. Reps, Julian Dolby, Mandana Vaziri Finding Concurrency-Related Bugs Using Random Isolation. Search on Bibsonomy VMCAI The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Edith Schonberg, Kavitha Srinivas Extracting Enterprise Vocabularies Using Linked Open Data. Search on Bibsonomy International Semantic Web Conference The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Vocabulary Extraction, Linked Data
1Nalini Vasudevan, Olivier Tardieu, Julian Dolby, Stephen A. Edwards Compile-Time Analysis and Specialization of Clocks in Concurrent Programs. Search on Bibsonomy CC The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Concurrency, Synchronization, Static Analysis, Clocks, X10, NuSMV
1Emmanuel Geay, Marco Pistoia, Takaaki Tateishi, Barbara G. Ryder, Julian Dolby Modular string-sensitive permission analysis with demand-driven precision. Search on Bibsonomy ICSE The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Shay Artzi, Adam Kiezun, Julian Dolby, Frank Tip, Danny Dig, Amit M. Paradkar, Michael D. Ernst Finding bugs in dynamic web applications. Search on Bibsonomy ISSTA The full citation details ... 2008 DBLP  DOI  BibTeX  RDF software testing, web applications, dynamic analysis, php
1Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Li Ma 0002, Edith Schonberg, Kavitha Srinivas, Xingzhi Sun Scalable Grounded Conjunctive Query Evaluation over Large and Expressive Knowledge Bases. Search on Bibsonomy International Semantic Web Conference The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Christian Hammer 0001, Julian Dolby, Mandana Vaziri, Frank Tip Dynamic detection of atomic-set-serializability violations. Search on Bibsonomy ICSE The full citation details ... 2008 DBLP  DOI  BibTeX  RDF dynamic analysis, atomicity, serializability, data races, concurrent object-oriented programming
1Mandana Vaziri, Frank Tip, Stephen Fink, Julian Dolby Declarative Object Identity Using Relation Types. Search on Bibsonomy ECOOP The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Edith Schonberg, Kavitha Srinivas, Li Ma 0002 Scalable Semantic Retrieval through Summarization and Refinement. Search on Bibsonomy AAAI The full citation details ... 2007 DBLP  BibTeX  RDF
1Chintan Patel, James J. Cimino, Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Li Ma 0002, Edith Schonberg, Kavitha Srinivas Matching Patient Records to Clinical Trials Using Ontologies. Search on Bibsonomy ISWC/ASWC The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Julian Dolby, James Fan, Achille Fokoue, Aditya Kalyanpur, Aaron Kershenbaum, Li Ma 0002, J. William Murdock, Kavitha Srinivas, Christopher A. Welty Scalable Cleanup of Information Extraction Data Using Ontologies. Search on Bibsonomy ISWC/ASWC The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Sean McDirmid, Robert M. Fuhrer, Julian Dolby, Eugene Vigdorchik The first workshop on programming languages and integrated development environments (PLIDE). Search on Bibsonomy OOPSLA Companion The full citation details ... 2007 DBLP  DOI  BibTeX  RDF integrated development environments
1Julian Dolby, Mandana Vaziri, Frank Tip Finding bugs efficiently with a SAT solver. Search on Bibsonomy ESEC/SIGSOFT FSE The full citation details ... 2007 DBLP  DOI  BibTeX  RDF model checking, specification, slicing, SAT solving
1Mandana Vaziri, Frank Tip, Julian Dolby Associating synchronization constraints with data in an object-oriented language. Search on Bibsonomy POPL The full citation details ... 2006 DBLP  DOI  BibTeX  RDF programming model, serializability, data races, concurrent object-oriented programming
1Philippe Charles, Julian Dolby, Robert M. Fuhrer, Stanley M. Sutton Jr., Mandana Vaziri SAFARI: a meta-tooling framework for generating language-specific IDE's. Search on Bibsonomy OOPSLA Companion The full citation details ... 2006 DBLP  DOI  BibTeX  RDF SAFARI, environment framework, Eclipse
1Bowen Alpern, Steve Augart, Stephen M. Blackburn, Maria A. Butrico, Anthony Cocchi, Perry Cheng, Julian Dolby, Stephen J. Fink, David Grove, Michael Hind, Kathryn S. McKinley, Mark F. Mergen, J. Eliot B. Moss, Ton Anh Ngo, Vivek Sarkar, Martin Trapp The Jikes Research Virtual Machine project: Building an open-source research community. Search on Bibsonomy IBM Systems Journal The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Robert M. Fuhrer, Frank Tip, Adam Kiezun, Julian Dolby, Markus Keller Efficiently Refactoring Java Applications to Use Generic Libraries. Search on Bibsonomy ECOOP The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Bjorn De Sutter, Frank Tip, Julian Dolby Customization of Java Library Classes Using Type Constraints and Profile Information. Search on Bibsonomy ECOOP The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Darrell Reimer, Edith Schonberg, Kavitha Srinivas, Harini Srinivasan, Julian Dolby, Aaron Kershenbaum, Larry Koved Validating structural properties of nested objects. Search on Bibsonomy OOPSLA Companion The full citation details ... 2004 DBLP  DOI  BibTeX  RDF code validation, frameworks, context sensitive analysis
1Bowen Alpern, Maria A. Butrico, Anthony Cocchi, Julian Dolby, Stephen J. Fink, David Grove, Ton Ngo Experiences Porting the Jikes RVM to Linux/IA32. Search on Bibsonomy Java Virtual Machine Research and Technology Symposium The full citation details ... 2002 DBLP  BibTeX  RDF
1Vivek Sarkar, Julian Dolby High-Performance Scalable Java Virtual Machines. Search on Bibsonomy HiPC The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Andrew A. Chien An automatic object inlining optimization and its evaluation. Search on Bibsonomy PLDI The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
1Andrew A. Chien, Julian Dolby, Bishwaroop Ganguly, Vijay Karamcheti, Xingbin Zhang Evaluating High Level Parallel Programming Support for Irregular Applications in ICC++. Search on Bibsonomy Softw., Pract. Exper. The full citation details ... 1998 DBLP  DOI  BibTeX  RDF
1Julian Dolby, Andrew A. Chien An Evaluation of Automatic Object Inline Allocation Techniques. Search on Bibsonomy OOPSLA The full citation details ... 1998 DBLP  DOI  BibTeX  RDF
1Julian Dolby Automatic Inline Allocation of Objects. Search on Bibsonomy PLDI The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1Andrew A. Chien, Julian Dolby, Bishwaroop Ganguly, Vijay Karamcheti, Xingbin Zhang Evaluation High Level Parallel Programming Support for Irregular Applications in ICC++. Search on Bibsonomy ISCOPE The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1Andrew A. Chien, Julian Dolby, Bishwaroop Ganguly, Vijay Karamcheti, Xingbin Zhang Supporting High Level Programming with High Performance: The Illinois Concert Syste. Search on Bibsonomy HIPS The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1Andrew A. Chien, Uday S. Reddy, John Plevyak, Julian Dolby ICC++-AC++ Dialect for High Performance Parallel Computing. Search on Bibsonomy ISOTAS The full citation details ... 1996 DBLP  DOI  BibTeX  RDF
1Andrew A. Chien, Mark Straka, Julian Dolby, Vijay Karamcheti, John Plevyak, Xingbin Zhang A Case Study in Irregular Parallel Programming. Search on Bibsonomy Specification of Parallel Algorithms The full citation details ... 1994 DBLP  DOI  BibTeX  RDF
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