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Wikipedia / PARAM

PARAM is a series of Indian supercomputers designed and assembled by the Centre for Development of Advanced Computing (C-DAC) in Pune. PARAM means "supreme" in the Sanskrit language, whilst also creating an acronym for "PARAllel Machine".

History

C-DAC was created in November 1987, originally as the Centre for Development of Advanced Computing Technology (C-DACT). This was in response to issues purchasing supercomputers from foreign sources. The Indian Government decided to try and develop indigenous computing technology.

PARAM 8000

The PARAM 8000 was the first machine in the series and was built from scratch. A prototype was benchmarked at the "1990 Zurich Super-computing Show": of the machines that ran at the show it came second only to one from the United States.

A 64-node machine was delivered in August 1991. Each node used Inmos T800/T805 transputers. A 256-node machine had a theoretical performance of 1GFLOPS, however in practice had a sustained performance of 100-200MFLOPS. PARAM 8000 was a distributed memory MIMD architecture with a reconfigurable interconnection network.

The PARAM 8000 was noted to be 28 times more powerful than the Cray X-MP that the government originally requested, for the same $10 million cost quoted for it.

Exports

The computer was a success and was exported to Germany, United Kingdom and Russia. Apart from taking over the home market, PARAM attracted 14 other buyers with its relatively low price tag of $350,000.

The computer was also exported to the ICAD Moscow in 1991 under Russian collaboration.

PARAM 8600

PARAM 8600 was an improvement over PARAM 8000. In 1992 C-DAC realised its machines were underpowered and wished to integrate the newly released Intel i860 processor. Each node was created with one i860 and four Inmos T800 transputers. The same PARAS programming environment was used for both the PARAM 8000 and 8600; this meant that programs were portable. Each 8600 cluster was noted to be as powerful as 4 PARAM 8000 clusters.

PARAM 9000

The PARAM (param vashisht lega) 9000 was designed to be merge cluster processing and massively parallel processing computing workloads. It was first demonstrated in 1994. The design was changed to be modular so that newer processors could be easily accommodated. Typically a system used 32–40 processors, however it could be scaled up to 200 CPUs using the clos network topology. The PARAM 9000/SS was the SuperSPARC II processor variant, the PARAM 9000/US used the UltraSPARC processor, and the PARAM 9000/AA used the DEC Alpha.

PARAM 10000

The PARAM 10000 was unveiled in 1998 as part of C-DAC's second mission. PARAM 10000 used several independent nodes, each based on the Sun Enterprise 250 server; each such server contained two 400Mhz UltraSPARC II processors. The base configuration had three compute nodes and a server node. The peak speed of this base system was 6.4 GFLOPS. A typical system would contain 160 CPUs and be capable of 100 GFLOPS But, it was easily scalable to the TFLOP range. Exported to Russia and Singapore.

Further computers

Further computers were made in the PARAM series as one-off supercomputers, rather than serial production machines. From the late 2010s many machines were created as part of the National Supercomputing Mission.

Supercomputer summary

Name

Release year

Notes

Rmax

Rpeak

Location

PARAM 8000

1991

Inmos T800 Transputers, Distributed Memory MIMD, 64 processors

Multiple

PARAM 8600

1992

Improved version of PARAM 8000. Intel i860, 256 processors. Each 8600 cluster was as powerful as 4 PARAM 8000 clusters.

5 GFLOPS

Multiple

PARAM 9900

1994

Clos network. SuperSPARC II, UltraSPARC and DEC Alpha variants, 32 to 200 processors

Multiple

PARAM 10000

1998

Sun Enterprise 250, 400Mhz UltraSPARC UltraSPARC II processor, 160 processors

6.4 GFLOPS

Motilal Nehru National Institute of Technology, Prayagraj

PARAM Padma

2002

1TB storage, 248 IBM Power4 – 1GHz, IBM AIX 5.1L, PARAMNet. PARAM Padma was the first Indian machine ranked on a worldwide supercomputer list.

1024 GFLOPS

C-DAC Bengaluru

PARAM Yuva

2008

4608 cores, Intel 73XX – 2.9GHz, 25 to 200 TB, PARAMnet 3.

38.1 TFLOPS

54 TFLOPS

PARAM Yuva II

2013

Created in three months at a cost of - first Indian supercomputer to achieve more than 500 teraflops. Intel is the original equipment manufacturer and NetWeb technologies is the system integrator. It is interconnected with Indian Institute of Technology and National Institute of Technology via National Knowledge Network.

360.8 TFLOPS

524 TFLOPS

C-DAC Pune

PARAM Kanchenjunga

2016

Cost ₹3 crore.

15 TFLOPS

National Institute of Technology, Sikkim

PARAM Ishan

2016

Storage 300TB based on Lustre.

250 TFLOPS

IIT Guwahati

PARAM Bio-Embryo

100 TFLOPS

Centre for Development of Advanced Computing, Pune

PARAM Bio-Inferno

147.5 TFLOPS

C-DAC Pune

PARAM Shrestha

100 TFLOPS

C-DAC Pune

PARAM Neel

India's first HPC system that uses the Fujitsu A64fx- NSP1 CPU, an ARM processor with 48 cores and a speed of 1.8GHz

100 TFLOPS

C-DAC Pune

PARAM Shivay

2019

192 CPU compute nodes, 20 High memory nodes, 11 GPU compute nodes. Cost ₹32.5 crore.

0.43 PFLOPS

0.84 PFLOPS

IIT (BHU) Varanasi

PARAM Brahma

2019

1PB storage. Uses Direct Contact Liquid Cooling.

0.85 PFLOPS

1.7 PFLOPS

Indian Institute of Science Education and Research, Pune

PARAM Siddhi-AI

2020

Nvidia DGX SuperPOD based networking architecture, HPC-AI engine software frame works and cloud platform from C-DAC

4.6 PFLOPS

5.267 PFLOPS

C-DAC Pune

PARAM Sanganak

2020

1.67 PFLOPS

IIT Kanpur

PARAM Yukti

2020

1.8 PFLOPS

Jawaharlal Nehru Centre For Advanced Scientific Research, Bengaluru

PARAM Sampooran

2020

27 TFLOPS

C-DAC Pune

PARAM Utkarsh

2021

Based on Intel Cascade Lake processor and Nvidia Tesla V100 GPU with 100Gbit/s infiniband non-blocking interconnect

838 TFLOPS

C-DAC Bengaluru

PARAM Smriti

2021

838 TFLOPS

National Agri-Food Biotechnology Institute, Mohali

PARAM Seva

2021

Based on heterogeneous and hybrid configuration of Intel Xeon Cascade Lake processors, and Nvidia Tesla V100.

838 TFLOPS

IIT Hyderabad

PARAM Spoorthi

2021

100 TFLOPS

Society for Electronic Transactions and Security, Chennai

PARAM Pravega

2022

It runs on CentOS 7.x, has 4PB storage, Intel Xeon Cascade Lake processors and Nvidia Tesla V100.

3.3 PFLOPS

Indian Institute of Science, Bengaluru

PARAM Ganga

2022

1.67 PFLOPS

IIT Roorkee

PARAM Shakti

2022

850 TFLOPS

1.66 PFLOPS

IIT Kharagpur

PARAM Ananta

2022

838 TFLOPS

IIT Gandhinagar

PARAM Himalaya

2022

838 TFLOPS

IIT Mandi

PARAM Kamrupa

2022

107 CPU nodes, 10 GPU nodes, 9 high memory nodes, 740 CPU cores, 102400 CUDA cores. It runs on low and high microwave power with active and passive high energy source. Liquid cooling.

838 TFLOPS

1.5 PFLOPS

IIT Guwahati

PARAM Porul

2022

107 CPU nodes, 10 GPU nodes, 39 high memory nodes, 102400 CUDA cores.

838 TFLOPS

National Institute of Technology, Tiruchirappalli

PARAM Vidya

2022

52.3 TFLOPS

Multiple

PARAM AIRAWAT

2023

The combined AIRAWAT PoC of 200 AI Petaflops and PARAM Siddhi-AI of 210 AI Petaflops results in a sustained computing capacity of 8.5 Petaflops (Rmax) Double Precision and a total peak compute of 410 AI Petaflops Mixed Precision. 13 Petaflops is the maximum computation capacity (Double Precision, Rpeak). A plan for expanding AIRAWAT to 1,000 AI Petaflops of Mixed Precision computing capacity has been envisioned by MeitY.

8.5 PFLOPS

13 PFLOPS

C-DAC Pune

Param System

2024

50 AI PF/1.3 PF

NIC Delhi

PARAM Rudra

2021 - 2026

Based on Intel Xeon 2nd Generation Cascade Lake dual socket processors, Nvidia A100 GPU, 35TB memory, and 2PB storage. Cost ₹130 crore.

Multiple

PARAM Timeline

PARAMNet

PARAMNet is a high speed high bandwidth low latency network developed for the PARAM series. The original PARAMNet used an 8 port cascadable non-blocking switch developed by C-DAC. Each port provided 400 Mb/s in both directions (thus 2x400Mbit/s) as it was a full-duplex network. It was first used in PARAM 10000.

PARAMNet II, introduced with PARAM Padma, is capable of 2.5 Gbit/s while working full-duplex. It supports interfaces like Virtual Interface Architecture and Active messages. It uses 8 or 16 port SAN switches.

PARAMNet-3, used in PARAM Yuva and PARAM Yuva-II, is next generation high performance networking component for building supercomputing systems. PARAMNet-3 consists of tightly integrated hardware and software components. The hardware components consist of Network Interface Cards (NIC) based on CDAC's fourth generation communication co-processor "GEMINI", and modular 48-port Packet Routing Switch "ANVAY". The software component "KSHIPRA" is a lightweight protocol stack designed to exploit capabilities of hardware and to provide industry standard interfaces to the applications. Other application areas identified for deployment of PARAMNet-3 are storage and database applications.

Operators

PARAM supercomputers are used by both public and private operators for various purposes. As of 2008, 52 PARAMs have been deployed. Of these, 8 are located in Russia, Singapore, Germany and Canada. PARAMs have also been sold to Tanzania, Armenia, Saudi Arabia, Singapore, Ghana, Myanmar, Nepal, Kazakhstan, Uzbekistan, and Vietnam.

See also

Notes

References