Conference
Big data processing with FPGA supercomputers: opportunities and challenges
| Τίτλος: | Big data processing with FPGA supercomputers: opportunities and challenges |
|---|---|
| Συγγραφείς: | Δολλας Αποστολος(http://users.isc.tuc.gr/~adollas), Dollas Apostolos(http://users.isc.tuc.gr/~adollas) |
| Στοιχεία εκδότη: | Institute of Electrical and Electronics Engineers |
| Έτος έκδοσης: | 2015 |
| Συλλογή: | Technical University of Crete: Institutional Repository / Πολυτεχνείο Κρήτης: Ιδρυματικό Αποθετήριο |
| Θεματικοί όροι: | Architecture, Software,Computer software--Architecture,Computer software--Design,Computer software architecture,software architecture,architecture software,computer software architecture,computer software design |
| Περιγραφή: | Summarization: The use of Field Programmable Gate Arrays (FPGAs) as high-end compute engines has proven to be successful in several classes of problems and their application as "big data" supercomputers has already started to be investigated. This paper presents the main approaches in the sate-of-the-art with research highlights as well as skeptics considerations. It will then proceed to analyze the storage vs. network characteristics of present-day systems in the context of "big data" processing. The analysis will reveal that there exist obstacles to overcome in virtually all present-day FPGA supercomputers. This work will then proceed with proposed approaches from on-going research in the AFORMI project. These are the decoupling of the memory data accesses from execution, leading to transaction oriented compute paradigms, the use of FPGAs as "snooping" processors, and the need for low-overhead FPGA interconnection protocols. ; Παρουσιάστηκε στο: IEEE Computer Society Annual Symposium on VLSI |
| Τύπος εγγράφου: | conference object |
| Γλώσσα: | English |
| Relation: | info:eu-repo/grantAgreement/EC/FP7/246686; http://purl.tuc.gr/dl/dias/0CE1F058-9DAD-489A-B5D8-5DAB3D00602D |
| Διαθεσιμότητα: | http://purl.tuc.gr/dl/dias/0CE1F058-9DAD-489A-B5D8-5DAB3D00602D |
| Rights: | info:eu-repo/semantics/openAccess ; Όροι χρήσης: Μη διαθέσιμο ; License: http://creativecommons.org/licenses/by/4.0/ |
| Αριθμός Καταχώρησης: | edsbas.643C9002 |
| Βάση Δεδομένων: | BASE |
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