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Leonardo is a
petascale Petascale computing refers to computing systems capable of calculating at least 1015 floating point operations per second (1 petaFLOPS). Petascale computing allowed faster processing of traditional supercomputer applications. The first system ...
supercomputer currently under construction at the
CINECA Cineca is a non-profit consortium, made up of 69 Italian universities, 27 national public research centres, the Italian Ministry of Universities and Research (MUR) and the Italian Ministry of Education (MI), and was established in 1969 in Casalec ...
datacenter in
Bologna Bologna (, , ; egl, label=Emilian language, Emilian, Bulåggna ; lat, Bononia) is the capital and largest city of the Emilia-Romagna region in Northern Italy. It is the seventh most populous city in Italy with about 400,000 inhabitants and 1 ...
,
Italy Italy ( it, Italia ), officially the Italian Republic, ) or the Republic of Italy, is a country in Southern Europe. It is located in the middle of the Mediterranean Sea, and its territory largely coincides with the homonymous geographical ...
. The system consists of an
Atos Atos is a European Multinational corporation, multinational information technology (IT) service (economics), service and consulting company headquartered in Bezons, France and offices worldwide. It specialises in hi-tech transactional services ...
BullSequana BullSequana is the brand name of a range of high performance computer systems produced by Atos. The range includes * BullSequana S series - a modular compute platform optimised for AI and GPU-intensive tasks. * BullSequana X series - supercom ...
XH2000 computer, with close to 14,000
Nvidia Nvidia CorporationOfficially written as NVIDIA and stylized in its logo as VIDIA with the lowercase "n" the same height as the uppercase "VIDIA"; formerly stylized as VIDIA with a large italicized lowercase "n" on products from the mid 1990s to ...
Ampere The ampere (, ; symbol: A), often Clipping (morphology), shortened to amp,SI supports only the use of symbols and deprecates the use of abbreviations for units. is the unit of electric current in the International System of Units (SI). One amp ...
GPUs A graphics processing unit (GPU) is a specialized electronic circuit designed to manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, mob ...
and 200Gb/s Nvidia
Mellanox Mellanox Technologies Ltd. ( he, מלאנוקס טכנולוגיות בע"מ) was an Israeli-American multinational supplier of computer networking products based on InfiniBand and Ethernet technology. Mellanox offered adapters, switches, softwa ...
HDR
InfiniBand InfiniBand (IB) is a computer networking communications standard used in high-performance computing that features very high throughput and very low latency. It is used for data interconnect both among and within computers. InfiniBand is also us ...
connectivity. Once completed, Leonardo will be capable of 250
petaflops In computing, floating point operations per second (FLOPS, flops or flop/s) is a measure of computer performance, useful in fields of scientific computations that require floating-point calculations. For such cases, it is a more accurate meas ...
(250 quadrillion operations per second), which will make it one of the top five fastest supercomputers in the world. Leonardo's components arrived on site in July 2022, and it is scheduled to begin operations by the end of summer 2022.


Architecture

The system is constructed as three separate "modules". The first, known as the "booster module", consists of 13,824 Nvidia A100 GPUs, grouped four per node, for a total of 3,456 nodes. This module will be capable of 240.50 LINPACK petaflops, and is expected to be online by autumn 2022. The second module, called the "data centric module", is made up of 1,536
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, Santa Clara, California. It is the world's largest semiconductor chip manufacturer by revenue, and is one of the devel ...
Sapphire Rapids CPUs, and will be capable of 8.97 LINPACK petaflops. These two computing modules will be complemented by a "front-end & service module", and backed by two storage systems; 5 PB of high
IOPS Input/output operations per second (IOPS, pronounced ''eye-ops'') is an input/output performance measurement used to characterize computer storage devices like hard disk drives (HDD), solid state drives (SSD), and storage area networks (SAN). ...
storage with 1 TB/s bandwidth and 100 PB of high capacity storage with 500 GB/s bandwidth. The components will be joined up by a 200 Gb/s
InfiniBand InfiniBand (IB) is a computer networking communications standard used in high-performance computing that features very high throughput and very low latency. It is used for data interconnect both among and within computers. InfiniBand is also us ...
interconnect.


Booster Module

The 3,456 individual nodes which make up the "booster module" are custom
BullSequana BullSequana is the brand name of a range of high performance computer systems produced by Atos. The range includes * BullSequana S series - a modular compute platform optimised for AI and GPU-intensive tasks. * BullSequana X series - supercom ...
X2135 "Da Vinci"
blade servers A blade server is a stripped-down server computer with a modular design optimized to minimize the use of physical space and energy. Blade servers have many components removed to save space, minimize power consumption and other considerations, whil ...
, each composed of: * 1x
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, Santa Clara, California. It is the world's largest semiconductor chip manufacturer by revenue, and is one of the devel ...
Xeon Xeon ( ) is a brand of x86 microprocessors designed, manufactured, and marketed by Intel, targeted at the non-consumer workstation, server, and embedded system markets. It was introduced in June 1998. Xeon processors are based on the same a ...
8358 CPU, with 32 cores running at 2.6 GHz * 512 GB
RAM Ram, ram, or RAM may refer to: Animals * A male sheep * Ram cichlid, a freshwater tropical fish People * Ram (given name) * Ram (surname) * Ram (director) (Ramsubramaniam), an Indian Tamil film director * RAM (musician) (born 1974), Dutch ...
DDR4 3200 MHz * 4x NVidia custom Ampere GPU, 64GB HBM2 * 2x NVidia HDR InfiniBand network adapters, each with two 100 Gb/s ports Each node is expected to deliver 89.4 TFLOPs peak.


Data Centric Module

The "data centric module" consists of 1536 nodes, each comprising a BullSequana X2610 compute blade with: * 2x Intel Sapphire Rapids CPUs, with 56 cores * 512 GB RAM DDR5 4800 MHz * 1x NVidia HDR InfiniBand network adapter, with one 100 Gb/s port * 8 TB NVM storage


Front-end & Service Module

This module is responsible for login handling, visualisation and system service and management. It consists of 16 nodes, each having: * 2x Ice Lake CPUs, with 32 cores * 512 GB RAM * 1x NVidia HDR InfiniBand network adapter, with two 100 Gb/s ports * 6 TB disk storage in RAID-1 configuration 16 additional nodes are also equipped with: * 2x NVidia
Quadro Quadro was Nvidia's brand for graphics cards intended for use in workstations running professional computer-aided design (CAD), computer-generated imagery (CGI), digital content creation (DCC) applications, scientific calculations and machine ...
RTX8000 48GB (for visualisations) * 6.4 TB
NVMe NVM Express (NVMe) or Non-Volatile Memory Host Controller Interface Specification (NVMHCIS) is an open, logical-device interface specification for accessing a computer's non-volatile storage media usually attached via PCI Express (PCIe) bus. The ...
disk array


Storage

Leonardo will have access to two storage tiers: * A "fast" tier based on 31x DDN Exascaler ES400NVX2 appliances, each with 24x 7.68 TB
NVMe NVM Express (NVMe) or Non-Volatile Memory Host Controller Interface Specification (NVMHCIS) is an open, logical-device interface specification for accessing a computer's non-volatile storage media usually attached via PCI Express (PCIe) bus. The ...
SSDs * A "capacity" tier based on 31x DDN EXAScaler SFA799X appliances, with 82x 18 TB HDD SAS 7200 rpm and two
JBOD The most widespread standard for configuring multiple hard disk drives is RAID (Redundant Array of Inexpensive/Independent Disks), which comes in a number of standard configurations and non-standard configurations. Non-RAID drive architectures a ...
expansions per appliance, each with 82x 18 TB HDD SAS 7200 rpm


Funding

Leonardo is part of the
European High-Performance Computing Joint Undertaking The European High-Performance Computing Joint Undertaking (EuroHPC JU) is a public-private partnership in High Performance Computing (HPC), enabling the pooling of European Union–level resources with the resources of participating EU Member St ...
, and receives €120 million in funding from the EU. This is matched by a further €120 million from the Italian
Ministry of Education, University and Research The Ministry of Education, University and Research (in it, Ministero dell'Istruzione, dell'Università e della Ricerca, italic=no or MIUR) is the ministry of the Italian government for the national education system, the Italian universities and ...
.


Bologna Technopole

The building housing Leonardo is known as the Bologna Technopole, and used to be home to a tobacco factory. It was built in 1952 by
Pier Luigi Nervi Pier Luigi Nervi (21 June 1891 – 9 January 1979) was an Italian engineer and architect. He studied at the University of Bologna graduating in 1913. Nervi taught as a professor of engineering at Rome University from 1946 to 1961 and is known wor ...
, who was famous for his innovative use of reinforced concrete. In addition to Leonardo, the building also houses the
European Centre for Medium-Range Weather Forecasts The European Centre for Medium-Range Weather Forecasts (ECMWF) is an independent intergovernmental organisation supported by most of the nations of Europe. It is based at three sites: Shinfield Park, Reading, United Kingdom; Bologna, Italy; an ...
' new supercomputer, consisting of four Atos BullSequana XH2000 clusters, which replaces their earlier facility in
Reading Reading is the process of taking in the sense or meaning of Letter (alphabet), letters, symbols, etc., especially by Visual perception, sight or Somatosensory system, touch. For educators and researchers, reading is a multifaceted process invo ...
,
England England is a country that is part of the United Kingdom. It shares land borders with Wales to its west and Scotland to its north. The Irish Sea lies northwest and the Celtic Sea to the southwest. It is separated from continental Europe ...
.{{Cite web , last=Smolaks , first=Max , date=June 23, 2017 , title=Italy chosen to host meteorological supercomputer , url=https://www.datacenterdynamics.com/en/news/italy-chosen-to-host-meteorological-supercomputer/ , access-date=2022-08-11 , website=www.datacenterdynamics.com , language=en


See also

*
LUMI Lumi may refer to: Computing * Lumi (software), chemical analysis software * Lumi masking, a technique used by video compression software * LUMI, a supercomputer located in Finland Music * ''Lumi'' (album), a 1987 album by Edward Vesala * ...
, another EuroHPC supercomputer based in
Kajaani Kajaani (; sv, Kajana) is the most populous town and the capital of the Kainuu Region of Finland. It is located southeast of Lake Oulu (Oulujärvi), which drains into the Gulf of Bothnia through the Oulu River (Oulujoki). As of , it had a pop ...
,
Finland Finland ( fi, Suomi ; sv, Finland ), officially the Republic of Finland (; ), is a Nordic country in Northern Europe. It shares land borders with Sweden to the northwest, Norway to the north, and Russia to the east, with the Gulf of Bo ...
. *
EuroHPC The European High-Performance Computing Joint Undertaking (EuroHPC JU) is a public-private partnership in High Performance Computing (HPC), enabling the pooling of European Union–level resources with the resources of participating EU Member St ...
(European High-Performance Computing Joint Undertaking).


References

Supercomputers Supercomputing in Europe