Veljko M. Milutinovic

Orcid: 0000-0002-9380-5232

Affiliations:
  • School of Electrical Engineering, University of Belgrade, Belgrade, Serbia


According to our database1, Veljko M. Milutinovic authored at least 155 papers between 1984 and 2023.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2003, "For the development of the Vertical Migration Architecture.".

Timeline

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Bibliography

2023
Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains.
J. Big Data, December, 2023

Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems.
J. Big Data, 2023

2022
Chapter One - VLSI for SuperComputing: Creativity in R+D from applications and algorithms to masks and chips.
Adv. Comput., 2022

Chapter Four - Energy efficient implementation of tensor operations using dataflow paradigm for machine learning.
Adv. Comput., 2022

Chapter Five - A runtime job scheduling algorithm for cluster architectures with dataflow accelerators.
Adv. Comput., 2022

The Emerging Internet Congestion Control Paradigms.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

A Survey of Some Important Algorithms Used in Military Applications.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

2021
Machine Learning in Congestion Control: A Survey on Selected Algorithms and a New Roadmap to their Implementation.
CoRR, 2021

A Survey of Selected Algorithms Used in Military Applications from the Viewpoints of Dataflow and GaAs.
CoRR, 2021

Novel Meta-Features for Automated Machine Learning Model Selection in Anomaly Detection.
IEEE Access, 2021

The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chip, for Scientific Computing, Geo Physics, Complex Mathematics, and Information Processing.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021

A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021

2020
The Ultimate DataFlow for Ultimate SuperComputers-on-a-Chips.
CoRR, 2020

Chapter One - Teaching graduate students how to review research articles and respond to reviewer comments.
Adv. Comput., 2020

2019
Survey of deployment locations and underlying hardware architectures for contemporary deep neural networks.
Int. J. Distributed Sens. Networks, 2019

Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications.
Future Gener. Comput. Syst., 2019

2018
Fast learning of scale-free networks based on Cholesky factorization.
Int. J. Intell. Syst., 2018

Comparing Controlflow and Dataflow for Tensor Calculus: Speed, Power, Complexity, and MTBF.
Proceedings of the High Performance Computing, 2018

DataFlow SuperComputing for bigdata.
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

2017
DataFlow Supercomputing Essentials - Research, Development and Education
Computer Communications and Networks, Springer, ISBN: 978-3-319-66127-8, 2017

Restart Optimization for Transactional Memory with Lazy Conflict Detection.
Int. J. Parallel Program., 2017

Chapter One - A New Course on R&D Project Management in Computer Science and Engineering: Subjects Taught, Rationales Behind, and Lessons Learned.
Adv. Comput., 2017

Preface.
Adv. Comput., 2017

Chapter One - A Systematic Approach to Generation of New Ideas for PhD Research in Computing.
Adv. Comput., 2017

A DataFlow course: Dataflow supercomputing.
Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017

Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
An AppGallery for dataflow computing.
J. Big Data, 2016

Interconnection Networks in Petascale Computer Systems: A Survey.
ACM Comput. Surv., 2016

Web Performance Evaluation for Internet of Things Applications.
IEEE Access, 2016

Distance Based Modeling of Interactions in Structured Regression.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Guide to DataFlow Supercomputing - Basic Concepts, Case Studies, and a Detailed Example
Computer Communications and Networks, Springer, ISBN: 978-3-319-16229-4, 2015

A classification of eLearning tools based on the applied multimedia.
Multim. Tools Appl., 2015

Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow.
J. Big Data, 2015

New Benchmarking Methodology and Programming Model for Big Data Processing.
Int. J. Distributed Sens. Networks, 2015

Dual Data Cache Systems: Architecture and Analysis.
Adv. Comput., 2015

Chapter One - An Overview of Architecture-Level Power- and Energy-Efficient Design Techniques.
Adv. Comput., 2015

Hardware Round-Robin Scheduler for Single-ISA Asymmetric Multi-core.
Proceedings of the Euro-Par 2015: Parallel Processing, 2015

2014
A Novel Approach to Data Mining in Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2014

Manual Parallelization Versus State-of-the-Art Parallelization Techniques: The SPEC CPU2006 as a Case Study.
Adv. Comput., 2014

Register-Level Communication in Speculative Chip Multiprocessors.
Adv. Comput., 2014

A Case Study of Hybrid Dataflow and Shared-Memory Programming Models: Dependency-Based Parallel Game Engine.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Big Data Processing: Data Flow vs Control Flow (New Benchmarking Methodology).
Proceedings of the International Conference on Identification, 2014

Serbia Forum - Digital Cultural Heritage Portal.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

2013
Concepts, Ontologies, and Knowledge Representation.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-7822-5, 2013

A Survey and Evaluation of State-of-the-Art Intelligent Question Routing Systems.
Int. J. Intell. Syst., 2013

Moving from petaflops to petadata.
Commun. ACM, 2013

A Classification of Data Mining Algorithms for Wireless Sensor Networks, and Classification Extension to Concept Modeling in System of Wireless Sensor Networks Based on Natural Language Processing.
Adv. Comput., 2013

Novel System Architectures for Semantic-Based Integration of Sensor Networks.
Adv. Comput., 2013

SuperComputers: ControlFlow versus DataFlow.
Proceedings of the 2nd Mediterranean Conference on Embedded Computing, 2013

Programming of DataFlow SuperComputers.
Proceedings of the 2nd Mediterranean Conference on Embedded Computing, 2013

2012
FPGA accelerator for floating-point matrix multiplication.
IET Comput. Digit. Tech., 2012

Novel approaches to automated personality classification: Ideas and their potentials.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

Topic models and advanced algorithms for profiling of knowledge in scientific papers.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

A survey of military applications of wireless sensor networks.
Proceedings of the 1st Mediterranean Conference on Embedded Computing, 2012

A survey of intelligent question routing systems.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Hybrid approaches to mutation in genetic search algorithms.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

A modified Split Temporal/Spatial Cache.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
Fast file existence checking in archiving systems.
ACM Trans. Storage, 2011

Effects of Interdisciplinary Education on Technology-Driven Application Design.
IEEE Trans. Educ., 2011

MC Sensor - A Novel Method for Measurement of Muscle Tension.
Sensors, 2011

Concept modeling: From origins to multimedia.
Multim. Tools Appl., 2011

Detectability of Static and Moving Targets in Randomly Deployed Military Surveillance Networks.
Ad Hoc Sens. Wirel. Networks, 2011

2009
A Survey and Evaluation of Simulators Suitable for Teaching Courses in Computer Architecture and Organization.
IEEE Trans. Educ., 2009

2008
Mobile Communications: 4G.
Encyclopedia of Wireless and Mobile Communications, 2008

2007
Survey of eGovernment Services in Serbia.
Informatica (Slovenia), 2007

2006
Our Profession Needs a Reminder.
Computer, 2006

2005
Exploring the performance of split data cache schemes on superscalar processors and symmetric multiprocessors.
J. Syst. Archit., 2005

Data Assurance in a Conventional File Systems.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

2004
Routing and Security in Mobile Ad Hoc Networks.
Computer, 2004

2003
Testing the E-Business Infrastructure: Expanding into the Wireless/Mobile Environments.
Telecommun. Syst., 2003

Searching for web information more efficiently using presentational layout analysis.
Int. J. Electron. Bus., 2003

Will Distance Learning Create a Global University?
Computer, 2003

2002
Acceleration of Nonnumeric Operations Using Hardware Support for the Ordered Table Hashing Algorithms.
IEEE Trans. Computers, 2002

A performance evaluation of cache injection in bus-based shared memory multiprocessors.
Microprocess. Microsystems, 2002

Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Minitrack Introduction.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

Testing the E-business Infrastructure: Expanding into the Wireless/Mobile Environments.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

Recognition of Common Areas in a Web Page Using a Visualization Approach.
Proceedings of the Artificial Intelligence: Methodology, 2002

2001
STRIP - a strip-based neural-network growth algorithm for learning multiple-valued functions.
IEEE Trans. Neural Networks, 2001

Mobile Agents and Java Mobile Agents Toolkits.
Telecommun. Syst., 2001

Architecture of the Mobile Environment for Intelligent Genetic Search and Proxy Caching.
Telecommun. Syst., 2001

Research and Development in E-Business on the Internet.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Infrastructure for E-Business on the Internet - Minitrack Introduction.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

2000
Caching in distributed systems.
IEEE Concurr., 2000

Obelix Searches Internet Using Customer Data.
Computer, 2000

Genetic Search Based on Multiple Mutations.
Computer, 2000

A Comparison of Three Protocols for Entry Consistency Maintenance Based on MVA Algorithm.
Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000

Scowl: A Tool for Characterization of Parallel Workload and its Use on Splash-2 Application Suite.
Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000

The Filter Data Cache: A Tour Management Comparison with Related Split Data Cache Schemes Sensitive to Data Localities.
Proceedings of the High Performance Computing, Third International Symposium, 2000

Socratenon - A Web-based Training System with an Intellect.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

The Architecture of the Obelix - An Improved Internet Search Engine.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Mobile Agents and Java Mobile Agents Toolkits.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Architecture of the Mobile Environment for Intelligent Genetic Search and Proxy Caching.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Cache Injection: A Novel Technique for Tolerating Memory Latency in Bus-Based SMPs.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

1999
Enhancing and Exploiting the Locality.
IEEE Trans. Computers, 1999

Special Issue On Distributed Shared Memory Systems.
Proc. IEEE, 1999

An overview of reflective memory systems.
IEEE Concurr., 1999

Configware: From Glue Logic Synthesis to Reconfigurable Computing Systems- Introduction.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

1998
Some Thoughts About Writing of Journal Papers.
Parallel Distributed Comput. Pract., 1998

Research presentation methodology taught at the University of Belgrade.
Proceedings of the 1998 workshop on Computer architecture education, 1998

Two Branch Predictor Schemes for Reduction of Misprediction Rate in Conditions of Frequent Context Switches.
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998

Cache Injection on Bus Based Multiprocessors.
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998

Suboptimal Detection of Telemetry Signals: Functional Simulation and VLSI Implementation.
Proceedings of the MASCOTS 1998, 1998

Lazy Prefetching.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

An Approach to Characterization of Parallel Applications for DSM Systems.
Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

A Survey of Reconfigurable Computing Architectures.
Proceedings of the Field-Programmable Logic and Applications, 1998

1997
Classifying Software-Based Cache Coherence Solutions.
IEEE Softw., 1997

VLSI implementation of detection of R2 signalization.
Microprocess. Microsystems, 1997

The Cache InjectionKofetch Architecture: Initial Performance Evaluation.
Proceedings of the MASCOTS 1997, 1997

New architectures and I/O scheduling methods for scalable storage products.
Proceedings of the 1997 International Conference on Parallel and Distributed Systems (ICPADS '97), 1997

Some Solutions for Critical Problems in the Theory and Practice of Distributed Shared Memory: Ideas and Implications.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Entry Consistency versus Lazy Release Consistency in DSM Systems: Analytical Comparison and a New Hybrid Solution.
Proceedings of the 6th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '97), 1997

Surviving the design of a 200 MHz RISC microprocessor - lessons learned.
IEEE, ISBN: 978-0-8186-7343-6, 1997

1996
A survey of heterogeneous computing: concepts and systems.
Proc. IEEE, 1996

The word-invalidate cache coherence protocol.
Microprocess. Microsystems, 1996

Distributed shared memory: concepts and systems.
IEEE Parallel Distributed Technol. Syst. Appl., 1996

A simulation study of hardware-oriented DSM approaches.
IEEE Parallel Distributed Technol. Syst. Appl., 1996

1995
Improved RMS for the PC environment.
Microprocess. Microsystems, 1995

Ten Lessons Learned from a RISC Design.
Computer, 1995

EM³: A Taxonomy of Heterogeneous Computing Systems.
Computer, 1995

A survey of software solutions for maintenance of cache consistency in shared memory multiprocessors.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

An implementation of hash based ATM router chip.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

A survey of distributed shared memory systems.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

A simulation-based comparison of two reflective memory approaches.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

1994
Hardware approaches to cache coherence in shared-memory multiprocessors. 2.
IEEE Micro, 1994

Hardware approaches to cache coherence in shared-memory multiprocessors, Part 1.
IEEE Micro, 1994

Architectural Requirements for Multimedia Image Compression, and a Solution Based on VLSI Hardware Accelerator.
Proceedings of the 27th Annual Hawaii International Conference on System Sciences (HICSS-27), 1994

1991
Stochastic Modeling and Analysis of Propagation Delays in GaAs Adders.
IEEE Trans. Computers, 1991

Pipeline Design Tradeoffs in a 32-bit Gallium Arsenide Microprocessor.
IEEE Trans. Computers, 1991

1989
Multiplier/Shifter Design Tradeoffs in a 32-bit Microprocessor.
IEEE Trans. Computers, 1989

A DCFL E/D-MESFET GaAs Experimental RISC Machine.
IEEE Trans. Computers, 1989

Mapping of neural networks on the honeycomb architecture.
Proc. IEEE, 1989

1988
A Simulation Study of Two Distributed Task Allocation Procedures.
IEEE Trans. Software Eng., 1988

A comparison of suboptimal detection algorithms applied to the additive mix of orthogonal sinusoidal signals.
IEEE Trans. Commun., 1988

GaAs microprocessors and digital systems: an overview of R&D efforts.
IEEE Micro, 1988

Simulation study of the impact of technology on cache memory performance.
Microprocess. Microsystems, 1988

Impact of mapping parameters on the performance of small cache memories.
Microprocess. Microsystems, 1988

Gallium Arsenide Computer Design - Tutorial.
IEEE, ISBN: 978-0-8186-0795-0, 1988

1987
A Simulation Study of the Vertical-Migration Microprocessor Architecture.
IEEE Trans. Software Eng., 1987

A GaAs-Based Microprocessor Architecture for Real-Time Applications.
IEEE Trans. Computers, 1987

Emulating a Complex Instruction Set Computer with a Reduced Instruction Set Computer.
IEEE Micro, 1987

Architecture/Compiler Synergism in GaAs Computer Systems.
Computer, 1987

A Survey of RISC Processors and Computers of the Mid-1980s.
Computer, 1987

A Survey of Microprocessor Architectures for Memory Management.
Computer, 1987

1986
A multimicroprocessor architecture for real-time computation of a class of DFT algorithms.
IEEE Trans. Acoust. Speech Signal Process., 1986

A Survey of Advanced Microprocessors and HLL Computer Architectures.
Computer, 1986

Issues of Importance in Designing GaAs Microcomputer Systems.
Computer, 1986

An Introduction to GaAs Microprocessor Architecture for VLSI.
Computer, 1986

Guest Editor's Introduction GaAs Microprocessor Technology.
Computer, 1986

1985
A Microprocessor-Oriented Algorithm for Adaptive Equalization.
IEEE Trans. Commun., 1985

The Loco Approach to Distributed Task Allocation in AIDA by VERDI.
Proceedings of the 5th International Conference on Distributed Computing Systems, 1985

An analysis of algorithms for microprocessor implementation of high-speed data modems.
Proceedings of the IEEE International Conference on Acoustics, 1985

State transition times for limited contention multiple access schemes.
Proceedings of the 13th ACM Annual Conference on Computer Science, 1985

1984
Mapping HLL constructs into microcode for improved execution speed.
Proceedings of the 17th annual workshop on Microprogramming, 1984

One approach to microprocessor implementation of 4800 b/s data modem for telephone channels.
Proceedings of the IEEE International Conference on Acoustics, 1984


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