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Arindam Mallik
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2020 – today
- 2024
- [c33]Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik:
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference. IISWC 2024: 57-67 - [c32]Aakash Patel, Dwaipayan Biswas, Joyjit Kundu, Yoojin Ban, Nicolas Pantano, Arindam Mallik, Julien Ryckaert, James Myers:
Accelerating Large Language Model Training with In-Package Optical Links for Scale-Out Systems. ISVLSI 2024: 118-123 - [i3]Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik:
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference. CoRR abs/2407.14645 (2024) - [i2]Yukai Chen, Simei Yang, Debjyoti Bhattacharjee, Francky Catthoor, Arindam Mallik:
SAfEPaTh: A System-Level Approach for Efficient Power and Thermal Estimation of Convolutional Neural Network Accelerator. CoRR abs/2407.17623 (2024) - 2023
- [j8]Iman Dadras
, Giuseppe Maria Sarda
, Nathan Laubeuf, Debjyoti Bhattacharjee
, Arindam Mallik:
AIMC Modeling and Parameter Tuning for Layer-Wise Optimal Operating Point in DNN Inference. IEEE Access 11: 87189-87199 (2023) - [j7]Pouya Houshmand
, Giuseppe Maria Sarda
, Vikram Jain
, Kodai Ueyoshi
, Ioannis A. Papistas
, Man Shi
, Qilin Zheng, Debjyoti Bhattacharjee
, Arindam Mallik, Peter Debacker
, Diederik Verkest, Marian Verhelst
:
DIANA: An End-to-End Hybrid DIgital and ANAlog Neural Network SoC for the Edge. IEEE J. Solid State Circuits 58(1): 203-215 (2023) - [c31]Swatilekha Majumdar, Stefan Cosemans, Arindam Mallik, Peter Debacker, Francky Catthoor, Jan Van Houdt:
Evaluating the Effects of FeFET Device Variability on Charge Sharing Based AiMC Accelerator. ISCAS 2023: 1-5 - 2022
- [j6]Simei Yang
, Debjyoti Bhattacharjee
, Vinay B. Y. Kumar
, Saikat Chatterjee, Sayandip De, Peter Debacker
, Diederik Verkest, Arindam Mallik, Francky Catthoor:
AERO: Design Space Exploration Framework for Resource-Constrained CNN Mapping on Tile-Based Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(2): 508-521 (2022) - [j5]Nathan Laubeuf
, Jonas Doevenspeck, Ioannis A. Papistas, Michele Caselli
, Stefan Cosemans, Peter Vrancx, Debjyoti Bhattacharjee
, Arindam Mallik, Peter Debacker, Diederik Verkest, Francky Catthoor, Rudy Lauwereins:
Dynamic Quantization Range Control for Analog-in-Memory Neural Networks Acceleration. ACM Trans. Design Autom. Electr. Syst. 27(5): 46:1-46:21 (2022) - [c30]Michele Caselli, Subhali Subhechha, Peter Debacker, Arindam Mallik, Diederik Verkest:
Write-Verify Scheme for IGZO DRAM in Analog in-Memory Computing. ISCAS 2022: 1462-1466 - [c29]Michele Caselli, Debjyoti Bhattacharjee
, Arindam Mallik, Peter Debacker, Diederik Verkest:
Tiny ci-SAR A/D Converter for Deep Neural Networks in Analog in-Memory Computation. ISCAS 2022: 1823-1827 - [c28]Kodai Ueyoshi, Ioannis A. Papistas, Pouya Houshmand, Giuseppe Maria Sarda
, Vikram Jain
, Man Shi, Qilin Zheng, Juan Sebastian Piedrahita Giraldo, Peter Vrancx, Jonas Doevenspeck, Debjyoti Bhattacharjee
, Stefan Cosemans, Arindam Mallik, Peter Debacker, Diederik Verkest, Marian Verhelst
:
DIANA: An End-to-End Energy-Efficient Digital and ANAlog Hybrid Neural Network SoC. ISSCC 2022: 1-3 - 2021
- [c27]Ioannis A. Papistas, Stefan Cosemans, Bram Rooseleer, Jonas Doevenspeck, Myung Hee Na, Arindam Mallik, Peter Debacker
, Diederik Verkest:
A 22 nm, 1540 TOP/s/W, 12.1 TOP/s/mm2 in-Memory Analog Matrix-Vector-Multiplier for DNN Acceleration. CICC 2021: 1-2 - [c26]Jonas Doevenspeck, Peter Vrancx, Nathan Laubeuf, Arindam Mallik, Peter Debacker, Diederik Verkest, Rudy Lauwereins, Wim Dehaene:
Noise tolerant ternary weight deep neural networks for analog in-memory inference. IJCNN 2021: 1-8 - [c25]Debjyoti Bhattacharjee
, Nathan Laubeuf, Stefan Cosemans, Ioannis A. Papistas, Arindam Mallik, Peter Debacker
, Myung Hee Na, Diederik Verkest:
Design-Technology Space Exploration for Energy Efficient AiMC-Based Inference Acceleration. ISCAS 2021: 1-5 - [c24]Michele Caselli
, Ioannis A. Papistas, Stefan Cosemans, Arindam Mallik, Peter Debacker
, Diederik Verkest:
Charge Sharing and Charge Injection A/D Converters for Analog In-Memory Computing. NEWCAS 2021: 1-4 - [c23]Daisuke Saito, Toshiyuki Kobayashi, Hiroki Koga, Nicolo Ronchi, Kaustuv Banerjee, Yusuke Shuto, Jun Okuno, Kenta Konishi, Luca Di Piazza, Arindam Mallik, Jan Van Houdt, Masanori Tsukamoto, Kazunobu Ohkuri, Taku Umebayashi, Takayuki Ezaki:
Analog In-memory Computing in FeFET-based 1T1R Array for Edge AI Applications. VLSI Circuits 2021: 1-2
2010 – 2019
- 2019
- [i1]Bram-Ernst Verhoef, Nathan Laubeuf, Stefan Cosemans, Peter Debacker, Ioannis A. Papistas, Arindam Mallik, Diederik Verkest:
FQ-Conv: Fully Quantized Convolution for Efficient and Accurate Inference. CoRR abs/1912.09356 (2019) - 2018
- [c22]A. Vandooren, Liesbeth Witters, Jacopo Franco, Arindam Mallik, Bertrand Parvais
, Z. Wu, Amey Walke
, V. Deshpande, E. Rosseel, Andriy Hikavyy, W. Li, L. Peng, Nouredine Rassoul
, Geraldine Jamieson, Fumihiro Inoue
, G. Verbinnen, Katia Devriendt, Lieve Teugels, N. Heylen, E. Vecchio, T. Zheng, Niamh Waldron, Vincent De Heyn, Dan Mocuta, Nadine Collaert
:
Sequential 3D: Key integration challenges and opportunities for advanced semiconductor scaling. ICICDT 2018: 145-148 - 2015
- [c21]Dmitry Yakimets, Doyoung Jang, Praveen Raghavan, Geert Eneman, Hans Mertens, P. Schuddinck, Arindam Mallik, Marie Garcia Bardon, Nadine Collaert, Abdelkarim Mercha, Diederik Verkest, Aaron Thean, Kristin De Meyer:
Lateral NWFET optimization for beyond 7nm nodes. ICICDT 2015: 1-4 - 2014
- [c20]Julien Ryckaert, Praveen Raghavan, Rogier Baert, Marie Garcia Bardon, Mircea Dusa, Arindam Mallik, Sushil Sakhare, Boris Vandewalle, Piet Wambacq, Bharani Chava
, Kris Croes, Morin Dehan, Doyoung Jang, Philippe Leray, Tsung-Te Liu, Kenichi Miyaguchi, Bertrand Parvais, Pieter Schuddinck, Philippe Weemaes, Abdelkarim Mercha, Jürgen Bömmels, Naoto Horiguchi, Greg McIntyre, Aaron Thean, Zsolt Tökei, Shaunee Cheng, Diederik Verkest, An Steegen:
Design Technology co-optimization for N10. CICC 2014: 1-8 - 2013
- [c19]Arindam Mallik, Paul Zuber, Tsung-Te Liu, Bharani Chava
, Bhavana Ballal, Pablo Royer Del Bario, Rogier Baert, Kris Croes, Julien Ryckaert, Mustafa Badaroglu, Abdelkarim Mercha, Diederik Verkest:
TEASE: a systematic analysis framework for early evaluation of FinFET-based advanced technology nodes. DAC 2013: 24:1-24:6 - 2011
- [c18]Daniel Cordes, Andreas Heinig, Peter Marwedel, Arindam Mallik:
Automatic Extraction of Pipeline Parallelism for Embedded Software Using Linear Programming. ICPADS 2011: 699-706 - 2010
- [c17]Arindam Mallik, Peter Marwedel, Dimitrios Soudris
, Sander Stuijk
:
MNEMEE: a framework for memory management and optimization of static and dynamic data in MPSoCs. CASES 2010: 257-258 - [c16]Daniel Cordes, Peter Marwedel, Arindam Mallik:
Automatic parallelization of embedded software using hierarchical task graphs and integer linear programming. CODES+ISSS 2010: 267-276 - [c15]Yiannis Iosifidis, Arindam Mallik, Stylianos Mamagkakis, Eddy de Greef, Alexandros Bartzas, Dimitrios Soudris
, Francky Catthoor:
A framework for automatic parallelization, static and dynamic memory optimization in MPSoC platforms. DAC 2010: 549-554 - [c14]Christos Baloukas, Lazaros Papadopoulos, Dimitrios Soudris, Sander Stuijk
, Olivera Jovanovic, Florian Schmoll, Peter Marwedel, Daniel Cordes, Robert Pyka, Arindam Mallik, Stylianos Mamagkakis, François Capman, Séverin Collet, Nikolaos Mitas, Dimitrios Kritharidis:
Mapping Embedded Applications on MPSoCs: The MNEMEE Approach. ISVLSI (Selected papers) 2010: 165-179 - [c13]Christos Baloukas, Lazaros Papadopoulos, Dimitrios Soudris, Sander Stuijk
, Olivera Jovanovic, Florian Schmoll, Daniel Cordes, Robert Pyka, Arindam Mallik, Stylianos Mamagkakis, François Capman, Séverin Collet, Nikolaos Mitas, Dimitrios Kritharidis:
Mapping Embedded Applications on MPSoCs: The MNEMEE Approach. ISVLSI 2010: 512-517
2000 – 2009
- 2009
- [c12]Bin Lin, Arindam Mallik, Peter A. Dinda, Gokhan Memik, Robert P. Dick:
User- and process-driven dynamic voltage and frequency scaling. ISPASS 2009: 11-22 - 2008
- [c11]Arindam Mallik, Jack Cosgrove, Robert P. Dick, Gokhan Memik, Peter A. Dinda:
PICSEL: measuring user-perceived performance to control dynamic frequency scaling. ASPLOS 2008: 70-79 - [c10]Alex Shye, Berkin Özisikyilmaz, Arindam Mallik, Gokhan Memik, Peter A. Dinda, Robert P. Dick, Alok N. Choudhary:
Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. ISCA 2008: 427-438 - 2007
- [j4]Arindam Mallik, Debjit Sinha, Prithviraj Banerjee, Hai Zhou:
Low-Power Optimization by Smart Bit-Width Allocation in a SystemC-Based ASIC Design Environment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(3): 447-455 (2007) - [c9]Arindam Mallik, Yu Zhang, Gokhan Memik:
Automated task distribution in multicore network processors using statistical analysis. ANCS 2007: 67-76 - [c8]Peter A. Dinda, Gokhan Memik, Robert P. Dick, Bin Lin, Arindam Mallik, Ashish Gupta, Samuel Rossoff:
The user in experimental computer systems research. Experimental Computer Science 2007: 10 - [c7]Serkan Ozdemir, Arindam Mallik, Ja Chun Ku, Gokhan Memik, Yehea I. Ismail:
Variable latency caches for nanoscale processor. SC 2007: 20 - [c6]Bin Lin, Arindam Mallik, Peter A. Dinda, Gokhan Memik, Robert P. Dick:
Power reduction through measurement and modeling of users and CPUs: summary. SIGMETRICS 2007: 363-364 - 2006
- [j3]Arindam Mallik, Bin Lin, Gokhan Memik, Peter A. Dinda, Robert P. Dick:
User-Driven Frequency Scaling. IEEE Comput. Archit. Lett. 5(2) (2006) - [c5]Arindam Mallik, Debjit Sinha, Prithviraj Banerjee, Hai Zhou:
Smart bit-width allocation for low power optimization in a systemc based ASIC design environment. DATE 2006: 618-623 - 2005
- [j2]Arindam Mallik, Matthew C. Wildrick, Gokhan Memik:
Application-Level Error Measurements for Network Processors. IEICE Trans. Inf. Syst. 88-D(8): 1870-1877 (2005) - [j1]Arindam Mallik, Gokhan Memik:
Low Power Correlating Caches for Network Processors. J. Low Power Electron. 1(2): 108-118 (2005) - [c4]Gokhan Memik, Masud H. Chowdhury, Arindam Mallik, Yehea I. Ismail:
Engineering Over-Clocking: Reliability-Performance Trade-Offs for High-Performance Register Files. DSN 2005: 770-779 - [c3]Gokhan Memik, Mahmut T. Kandemir, Arindam Mallik:
Load elimination for low-power embedded processors. ACM Great Lakes Symposium on VLSI 2005: 282-285 - 2004
- [c2]Arindam Mallik, Matthew C. Wildrick, Gokhan Memik:
Design and implementation of correlating caches. ISLPED 2004: 58-61 - [c1]Arindam Mallik, Gokhan Memik:
A Case for Clumsy Packet Processors. MICRO 2004: 147-156
Coauthor Index

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