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Near Memory Computing

Deliverables

Basic Big Data computing skills

Basic Big Data computing skills of ESRs

Simulation and verification skills

All ESRs trained in relevant simulation and verification techiques.

Parallel programming and compiler skills

Parallel programming and compiler skills of all ESRs

Modelling and monitoring skills

Modelling and monitoring skills for all ESRs

Programming skills for the OpenPOWER ecosystem

Programming skills for the OpenPOWER ecosystem of all ESRs

Computer, Memory and FPGA programming skills

Computer architecture, memory hierarchy, and FPGA implementation skills for all ESRs

SKA programming skills

All ESRs trained in SKA programming techniques

Skills on scalable µServers for the cloud

Training of all ESRs on scalable µServers for the cloud.

Updated Dissemination and Public engagement plans

Periodically Revised Dissemination and Public Engagement Plan M13, M25, M35

Third progress and mngmt. reports

First, Second and Third progress and mngmt. reports created by TU/e in cooperation togetherwith IBM and also with input of partner ASTRON.

ESRs recruited

ESRs recruited by TU/e and IBM together.

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Publications

PET-to-MLIR: A polyhedral front-end for MLIR

Author(s): Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal
Published in: Proceedings of the 23rd Euromicro Conference on Digital System Design (DSD), 2020, Page(s) 551-556

Platform Independent Software Analysis for Near Memory Computing

Author(s): Stefano Corda, Gagandeep Singh, Ahsan Jawed Awan, Roel Jordans, Henk Corporaal
Published in: 2019 22nd Euromicro Conference on Digital System Design (DSD), 2019, Page(s) 606-609
DOI: 10.1109/dsd.2019.00093

NARMADA: Near-Memory Horizontal Diffusion Accelerator for Scalable Stencil Computations

Author(s): Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Sander Stuijk, Henk Corporaal
Published in: 2019 29th International Conference on Field Programmable Logic and Applications (FPL), 2019, Page(s) 263-269
DOI: 10.1109/fpl.2019.00050

TC-CIM: Empowering Tensor Comprehensions forComputing-In-Memory

Author(s): Andi Drebes, Lorenzo Chelini, Oleksandr Zinenko, Albert Cohen, Henk Corporaal, Tobias Grosser, Kanishkan Vadivel, Nicolas Vasilache
Published in: IMPACT 2020 - 10th International Workshop on Polyhedral Compilation Techniques, 2020

NAPEL - Near-Memory Computing Application Performance Prediction via Ensemble Learning

Author(s): Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal
Published in: Proceedings of the 56th Annual Design Automation Conference 2019, 2019, Page(s) 1-6
DOI: 10.1145/3316781.3317867

Transformations Déclaratives dans le Modèle Polyédrique

Author(s): Zinenko, Oleksandr; Chelini, Lorenzo; Grosser, Tobias
Published in: https://hal.inria.fr/hal-01965599, Issue 1, 2019

A Review of Near-Memory Computing Architectures: Opportunities and Challenges

Author(s): Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra
Published in: 2018 21st Euromicro Conference on Digital System Design (DSD), 2018, Page(s) 608-617
DOI: 10.1109/dsd.2018.00106

Near Memory Acceleration on High Resolution Radio Astronomy Imaging

Author(s): Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal
Published in: 2020 9th Mediterranean Conference on Embedded Computing (MECO), 2020, Page(s) 1-6
DOI: 10.1109/meco49872.2020.9134089

TDO-CIM: Transparent Detection and Offloading for Computation In-memory

Author(s): Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal
Published in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2020, Page(s) 1602-1605
DOI: 10.23919/DATE48585.2020.9116464

Memory and Parallelism Analysis Using a Platform-Independent Approach

Author(s): Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal
Published in: Proceedings of the 22nd International Workshop on Software and Compilers for Embedded Systems - SCOPES '19, 2019, Page(s) 23-26
DOI: 10.1145/3323439.3323988

Near-memory computing: Past, present, and future

Author(s): Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra
Published in: Microprocessors and Microsystems, Issue 71, 2019, Page(s) 102868, ISSN 0141-9331
DOI: 10.1016/j.micpro.2019.102868

Declarative Loop Tactics for Domain-specific Optimization

Author(s): Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal
Published in: ACM Transactions on Architecture and Code Optimization, Issue 16/4, 2020, Page(s) 1-25, ISSN 1544-3566
DOI: 10.1145/3372266

Low Precision Processing for High Order Stencil Computations

Author(s): Gagandeep Singh, Dionysios Diamantopoulos, Sander Stuijk, Christoph Hagleitner, Henk Corporaal
Published in: Embedded Computer Systems: Architectures, Modeling, and Simulation - 19th International Conference, SAMOS 2019, Samos, Greece, July 7–11, 2019, Proceedings, Issue 11733, 2019, Page(s) 403-415
DOI: 10.1007/978-3-030-27562-4_29