Milos Nikolic

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 39

Top Topics

Stream Processing Systems

View Maintenance

Top Venues

SIGMOD Conference

Expert Syst. Appl.

Proc. VLDB Endow.

Publications

Marina Milenkovic, Milos Nikolic, Drazenko Glavic
Optimization of toll road lane operation: Serbian case study. Oper. Res. 22 (5) (2022)
Ahmet Kara, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Machine learning over static and dynamic relational data. DEBS (2021)
Ahmet Kara, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Machine Learning over Static and Dynamic Relational Data. CoRR (2021)
Milos Nikolic, Dusan Teodorovic
User equilibrium traffic assignment: k paths subtracting-adding algorithm. CoRR (2021)
Dusan Teodorovic, Milos Nikolic
Measuring scientific output of researchers by t-index and Data Envelopment Analysis. CoRR (2021)
Jaclyn Smith, Michael Benedikt, Brandon Moore, Milos Nikolic
TraNCE: Transforming Nested Collections Efficiently. Proc. VLDB Endow. 14 (12) (2021)
Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Yoshua Bengio, Vincent Gripon, Andreas Moshovos
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. CoRR (2020)
Milos Nikolic, Milica Selmic, Dragana Macura, Jovana Calic
Bee Colony Optimization metaheuristic for fuzzy membership functions tuning. Expert Syst. Appl. 158 (2020)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Maintaining Triangle Queries under Updates. ACM Trans. Database Syst. 45 (3) (2020)
Milos Nikolic, Haozhe Zhang, Ahmet Kara, Dan Olteanu
F-IVM: Learning over Fast-Evolving Relational Data. CoRR (2020)
Jaclyn Smith, Michael Benedikt, Milos Nikolic, Amir Shaikhha
Scalable Querying of Nested Data. CoRR (2020)
Ahmet Kara, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries. PODS (2020)
Jaclyn Smith, Michael Benedikt, Milos Nikolic, Amir Shaikhha
Scalable Querying of Nested Data. Proc. VLDB Endow. 14 (3) (2020)
Milos Nikolic, Haozhe Zhang, Ahmet Kara, Dan Olteanu
F-IVM: Learning over Fast-Evolving Relational Data. SIGMOD Conference (2020)
Ahmet Kara, Milos Nikolic, Hung Q. Ngo, Dan Olteanu, Haozhe Zhang
Maintaining Triangle Queries under Updates. CoRR (2020)
Isak Edo Vivancos, Sayeh Sharify, Milos Nikolic, Ciaran Bannon, Mostafa Mahmoud, Alberto Delmas Lascorz, Andreas Moshovos
Late Breaking Results: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick. DAC (2020)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates in Worst-Case Optimal Time. ICDT (2019)
Sayeh Sharify, Alberto Delmas Lascorz, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Dylan Malone Stuart, Zissis Poulos, Andreas Moshovos
Laconic deep learning inference acceleration. ISCA (2019)
Milos Nikolic, Mostafa Mahmoud, Andreas Moshovos, Yiren Zhao, Robert D. Mullins
Characterizing Sources of Ineffectual Computations in Deep Learning Networks. ISPASS (2019)
Alberto Delmas Lascorz, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Kevin Siu, Andreas Moshovos
Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks. ASPLOS (2019)
Mostafa Mahmoud, Dylan Malone Stuart, Zissis Poulos, Alberto Delmas Lascorz, Patrick Judd, Sayeh Sharify, Milos Nikolic, Kevin Siu, Isak Edo Vivancos, Jorge Albericio, Andreas Moshovos
Accelerating Image-Sensor-Based Deep Learning Applications. IEEE Micro 39 (5) (2019)
Alberto Delmas Lascorz, Sayeh Sharify, Isak Edo Vivancos, Dylan Malone Stuart, Omar Mohamed Awad, Patrick Judd, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Zissis Poulos, Andreas Moshovos
ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning. MICRO (2019)
Ahmet Kara, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries. CoRR (2019)
Sayeh Sharify, Mostafa Mahmoud, Alberto Delmas Lascorz, Milos Nikolic, Andreas Moshovos
Laconic Deep Learning Computing. CoRR (2018)
Alberto Delmas, Sayeh Sharify, Patrick Judd, Milos Nikolic, Andreas Moshovos
DPRed: Making Typical Activation Values Matter In Deep Learning Computing. CoRR (2018)
Milos Nikolic, Mostafa Mahmoud, Andreas Moshovos
Characterizing Sources of Ineffectual Computations in Deep Learning Networks. IISWC (2018)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates. AMW (2018)
Milos Nikolic, Dan Olteanu
Incremental View Maintenance with Triple Lock Factorization Benefits. SIGMOD Conference (2018)
Ahmet Kara, Hung Q. Ngo, Milos Nikolic, Dan Olteanu, Haozhe Zhang
Counting Triangles under Updates in Worst-Case Optimal Time. CoRR (2018)
Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Mostafa Mahmoud, Tayler H. Hetherington, Milos Nikolic, Dylan Malone Stuart, Kevin Siu, Zissis Poulos, Tor M. Aamodt, Natalie D. Enright Jerger
Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning. NEWCAS (2018)
Alberto Delmas, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Andreas Moshovos
Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How. CoRR (2018)
Milos Nikolic, Tamara Stankovic, Marko Djordjevic
Contribution of bacterial promoter elements to transcription start site detection accuracy. J. Bioinform. Comput. Biol. 15 (2) (2017)
Milos Nikolic, Badrish Chandramouli, Jonathan Goldstein
Enabling Signal Processing over Data Streams. SIGMOD Conference (2017)
Danijela Pjevcevic, Milos Nikolic, Natasa Vidic, Katarina Vukadinovic
Data envelopment analysis of AGV fleet sizing at a port container terminal. Int. J. Prod. Res. 55 (14) (2017)
Milos Nikolic, Dan Olteanu
Incremental Maintenance of Regression Models over Joins. CoRR (2017)
Milos Nikolic, Badrish Chandramouli, Jonathan Goldstein
Enabling Deep Analytics in Stream Processing Systems. BICOD (2017)
Milos Nikolic, Mohammad Dashti, Christoph Koch
How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates. SIGMOD Conference (2016)
Nebojsa Pjevalica, Milos Nikolic, Nikola Teslic
Magnetic saturation of permanent magnet motor coil as key effect for initial rotor position detection. ICCE-Berlin (2015)
Nebojsa Pjevalica, Milos Nikolic, Ivan Kastelan
Analog Circuitry for BLDC Motor Magnetic Saturation Diagnostic. DDECS (2015)
Christoph Koch, Yanif Ahmad, Oliver Kennedy, Milos Nikolic, Andres Nötzli, Daniel Lupei, Amir Shaikhha
DBToaster: higher-order delta processing for dynamic, frequently fresh views. VLDB J. 23 (2) (2014)
Ivan Kastelan, Milos Nikolic, Dusan Majstorovic, Nebojsa Pjevalica
An Approach to Improvement of Students Learning of Computer System Engineering. E2LP@FedCSIS (2014)
Milos Nikolic, Mohammed Elseidy, Christoph Koch
LINVIEW: incremental view maintenance for complex analytical queries. SIGMOD Conference (2014)
Milos Nikolic, Dusan Teodorovic
A simultaneous transit network design and frequency setting: Computing with bees. Expert Syst. Appl. 41 (16) (2014)
Milos Nikolic, Mohammed Elseidy, Christoph Koch
LINVIEW: Incremental View Maintenance for Complex Analytical Queries. CoRR (2014)
Milos Nikolic, Jelena Kovacevic, Nebojsa Pjevalica, Istvan Papp, Nikola Milivojevic
Real time FPGA implementation of brushless DC motor control using single current sensor. SISY (2013)
Milos Nikolic, Dusan Teodorovic
Empirical study of the Bee Colony Optimization (BCO) algorithm. Expert Syst. Appl. 40 (11) (2013)
Milos Nikolic, Dusan Teodorovic
Transit network design by Bee Colony Optimization. Expert Syst. Appl. 40 (15) (2013)
Ivan Kastelan, Dusan Majstorovic, Milos Nikolic, Jelena Eremic, Mihajlo Katona
Laboratory exercises for embedded engineering learning platform. MIPRO (2012)
Yanif Ahmad, Oliver Kennedy, Christoph Koch, Milos Nikolic
DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views CoRR (2012)
Yanif Ahmad, Oliver Kennedy, Christoph Koch, Milos Nikolic
DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views. Proc. VLDB Endow. 5 (10) (2012)
Nitin Gupta, Milos Nikolic, Sudip Roy, Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch
Entangled Transactions. Proc. VLDB Endow. 4 (11) (2011)