From 069f9b4a4968931841be74110484c38839509c64 Mon Sep 17 00:00:00 2001 From: christopherporter1 Date: Mon, 23 Mar 2026 11:43:49 -0400 Subject: [PATCH 1/4] fixed circuits to gates --- .../courses/quantum-business-foundations/quantum-technology.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/learning/courses/quantum-business-foundations/quantum-technology.mdx b/learning/courses/quantum-business-foundations/quantum-technology.mdx index b2933b8fc45..0049314f451 100644 --- a/learning/courses/quantum-business-foundations/quantum-technology.mdx +++ b/learning/courses/quantum-business-foundations/quantum-technology.mdx @@ -148,7 +148,7 @@ Read more about the IBM Quantum development roadmap [here](https://www.ibm.com/q ### 5k challenge -IBM works together with the quantum research community to find potential use cases that could benefit from quantum computing. We provide increasingly powerful tools so users can explore pressing problems with quantum. In 2024, we released a tool capable of calculating unbiased observables of long, high-quality circuits. Finding what can be done with this combination of 100+ qubits and deep circuits was at one time called the "100x100 challenge". But the precise number of qubits and depth on each is less important than leveraging the power of the combination. Imagine what is possible with 5,000 quantum circuits in a single computation. ​Users can run quantum circuits with complexity and runtime beyond the capabilities of the best classical computers today. We are excited to see what the quantum community will build to help us harness the power of quantum and solve important problems. +IBM works together with the quantum research community to find potential use cases that could benefit from quantum computing. We provide increasingly powerful tools so users can explore pressing problems with quantum. In 2024, we released a tool capable of calculating unbiased observables of long, high-quality circuits. Finding what can be done with this combination of 100+ qubits and deep circuits was at one time called the "100x100 challenge". But the precise number of qubits and depth on each is less important than leveraging the power of the combination. Imagine what is possible with 5,000 quantum gates in a single computation. ​Users can run quantum circuits with complexity and runtime beyond the capabilities of the best classical computers today. We are excited to see what the quantum community will build to help us harness the power of quantum and solve important problems. ### Quantum-centric supercomputers From f2751bc0f64555f38648783985858dc82f6d9f07 Mon Sep 17 00:00:00 2001 From: christopherporter1 Date: Mon, 30 Mar 2026 10:09:07 -0400 Subject: [PATCH 2/4] adding architecture section --- .../introduction.ipynb | 23 ++++++++++++++++++ .../introduction/qcsc-arch.avif | Bin 0 -> 80109 bytes 2 files changed, 23 insertions(+) create mode 100644 public/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif diff --git a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb index 1c67cb3c16b..e22aa07791a 100644 --- a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb +++ b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb @@ -113,6 +113,29 @@ "A concrete example is the sample-based quantum diagonalization (SQD) algorithm. This algorithm, which will be explored in Lesson 4, demonstrates how HPC and quantum computing can complement each other in practice. For additional background, see the Quantum Diagonalization Algorithms course on IBM Quantum Learning." ] }, + { + "cell_type": "markdown", + "id": "5af93736", + "metadata": {}, + "source": [ + "## New architecture\n", + "\n", + "IBM’s new quantum‑centric supercomputing (QCSC) reference architecture outlines how quantum processors (QPUs) can integrate directly with CPUs and GPUs in modern HPC environments. The approach is driven by successful hybrid quantum‑classical workflows—such as using the sample‑based quantum diagonalization (SQD) method for molecular simulations—which already show accuracy comparable to advanced classical techniques.\n", + "\n", + "The architecture is designed to be open, modular, and composable so quantum resources can plug into existing HPC workflows without requiring an entirely new stack. Early integrations with systems like RIKEN and Fugaku demonstrate that production‑level hybrid workflows are already feasible. It provides a long‑term framework for evolving quantum‑classical co‑design over the next decade.\n", + "\n", + "![\"Image showing full quantum plus hpc architecture.\"](/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif)\n", + "\n", + "The stack includes an application layer that decomposes problems across classical and quantum components, middleware that links classical programming models with quantum circuit generation (e.g., through Qiskit’s updated interfaces), and a system‑orchestration layer that manages hybrid resource scheduling using tools like the Quantum Resource Management Interface (QRMI).\n", + "\n", + "At the hardware level, the architecture defines three tiers:\n", + "* Quantum system with QPUs and low‑latency classical runtimes (FPGAs/ASICs).\n", + "* Co‑located CPU/GPU scale‑up systems connected via near‑time interconnects for tasks like error mitigation.\n", + "* Scale‑out systems providing flexible classical compute for preprocessing, post‑processing, and hybrid workloads.\n", + "\n", + "Overall, IBM positions the QCSC architecture as a practical roadmap for HPC centers to begin incorporating real quantum hardware, enabling more powerful hybrid algorithms and preparing infrastructure for future fault‑tolerant quantum systems. For more on this architecture see the article [here](https://research.ibm.com/blog/quantum-centric-supercomputing-system-reference-architecture)." + ] + }, { "cell_type": "markdown", "id": "56ff3ff9-e36a-42f3-a45e-bb1338a7d9c4", diff --git a/public/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif b/public/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif new file mode 100644 index 0000000000000000000000000000000000000000..6790723e2b75775d18499ba47cb083c64eb7abdb GIT binary patch literal 80109 zcmXuJW3Vth&o#Pj+qP}nwr$(CZ5!9NZQHhO>)g+K=1Zo*TA3#Q+UXPk0D!>E#nZvi z&C(3uKlz`xwKQY2wKO!76=W3r4|=pUbus)O_n%N$nAkY|{~-W?gQc;{|BL_UZ7hxc z-!^a#mM*sc#{vFl@holZjsKU40002~r~k76fLH*4>`VW}6qc5D|JVEf7_9#iQ=tD9 z|5sz^#=t0SZ)5*|Ev+maoE-kcr7azd?f>&Amd*~Q|0@Ilfd6kn{EtI$u=KF}9|8;k z0r8)MF?3@T4y5@X0)T96Z{uWVY~uj{^q&F-{0E_1I@lWikNZ#l8w>;xC>Z3wskUrQ z3|)`_prE+vzJ9Ua1p)$0mG0`@b+PXX>qa4;j%GElt`eM3KJB6? 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Subject: [PATCH 3/4] added spelling ignore --- .../introduction.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb index e22aa07791a..b5170d914f9 100644 --- a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb +++ b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb @@ -10,7 +10,7 @@ "description: This lesson introduces the course in integrating quantum and high-performance computing and includes a course outline.\n", "---\n", "\n", - "{/* cspell:ignore exascale exaflops factorially QRMI Slurm SPANK Iskandar Sitdikov */}\n", + "{/* cspell:ignore exascale exaflops factorially QRMI Slurm SPANK Iskandar Sitdikov QCSC Fugaku ASICs RIKEN */}\n", "\n", "## Welcome to the Frontier\n", "\n", From cf9ad8d4706570850df91ff7c73a38430e846b57 Mon Sep 17 00:00:00 2001 From: abbycross Date: Mon, 4 May 2026 13:03:22 -0400 Subject: [PATCH 4/4] copyedit nits --- .../introduction.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb index b5170d914f9..077310eb721 100644 --- a/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb +++ b/learning/courses/integrating-quantum-and-high-performance-computing/introduction.ipynb @@ -120,20 +120,20 @@ "source": [ "## New architecture\n", "\n", - "IBM’s new quantum‑centric supercomputing (QCSC) reference architecture outlines how quantum processors (QPUs) can integrate directly with CPUs and GPUs in modern HPC environments. The approach is driven by successful hybrid quantum‑classical workflows—such as using the sample‑based quantum diagonalization (SQD) method for molecular simulations—which already show accuracy comparable to advanced classical techniques.\n", + "IBM has introduced a new quantum‑centric supercomputing (QCSC) reference architecture that outlines how quantum processors (QPUs) can integrate directly with CPUs and GPUs in modern HPC environments. The approach is driven by successful hybrid quantum‑classical workflows—such as using the sample‑based quantum diagonalization (SQD) method for molecular simulations—which already show accuracy comparable to advanced classical techniques.\n", "\n", "The architecture is designed to be open, modular, and composable so quantum resources can plug into existing HPC workflows without requiring an entirely new stack. Early integrations with systems like RIKEN and Fugaku demonstrate that production‑level hybrid workflows are already feasible. It provides a long‑term framework for evolving quantum‑classical co‑design over the next decade.\n", "\n", - "![\"Image showing full quantum plus hpc architecture.\"](/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif)\n", + "![\"Image showing full quantum plus HPC architecture.\"](/learning/images/courses/integrating-quantum-and-high-performance-computing/introduction/qcsc-arch.avif)\n", "\n", - "The stack includes an application layer that decomposes problems across classical and quantum components, middleware that links classical programming models with quantum circuit generation (e.g., through Qiskit’s updated interfaces), and a system‑orchestration layer that manages hybrid resource scheduling using tools like the Quantum Resource Management Interface (QRMI).\n", + "The stack includes an application layer that decomposes problems across classical and quantum components, middleware that links classical programming models with quantum circuit generation (for example, through Qiskit's updated interfaces), and a system‑orchestration layer that manages hybrid resource scheduling using tools like the Quantum Resource Management Interface (QRMI).\n", "\n", "At the hardware level, the architecture defines three tiers:\n", "* Quantum system with QPUs and low‑latency classical runtimes (FPGAs/ASICs).\n", "* Co‑located CPU/GPU scale‑up systems connected via near‑time interconnects for tasks like error mitigation.\n", "* Scale‑out systems providing flexible classical compute for preprocessing, post‑processing, and hybrid workloads.\n", "\n", - "Overall, IBM positions the QCSC architecture as a practical roadmap for HPC centers to begin incorporating real quantum hardware, enabling more powerful hybrid algorithms and preparing infrastructure for future fault‑tolerant quantum systems. For more on this architecture see the article [here](https://research.ibm.com/blog/quantum-centric-supercomputing-system-reference-architecture)." + "Overall, IBM positions the QCSC architecture as a practical roadmap for HPC centers to begin incorporating real quantum hardware, enabling more powerful hybrid algorithms, and preparing infrastructure for future fault‑tolerant quantum systems. For more on this architecture, see [this article](https://research.ibm.com/blog/quantum-centric-supercomputing-system-reference-architecture)." ] }, {