Supercomputers are, by definition, the most powerful computers of their age. While the IBM 7030 and UNIVAC LARC from the 1960s are considered the earliest — and the ones that birthed the term “supercomputer” — the first commercially successful supercomputer was the Seymour Cray-designed CDC 6600. This groundbreaking computer was first marketed in 1964 and was considered the most powerful computer of its day.
Move forward sixty years, and the smartphone in your pocket has more processing power than these early behemoths. But supercomputers have moved on, too, and the planet’s most powerful example is the El Capitan supercomputer. Developed at Lawrence Livermore National Laboratory, El Capitan has been verified as the fastest supercomputer in the world, achieving performance that would have been unimaginable just a decade ago, never mind sixty years ago.
It’s also among the largest supercomputers in the United States — although, as we’ll see, defining “largest” isn’t quite as simple as getting the tape measure out. What’s clear, however, is that modern supercomputers like El Capitan aren’t just faster; they’re vastly more complex, drawing on millions of processing cores to tackle problems ranging from national security to advanced scientific research. Let’s take a closer look at El Capitan, its performance, and how it scales when compared to other supercomputers.
El Capitan: The world’s fastest supercomputer
According to the latest rankings from the Top500 project, El Capitan is the fastest supercomputer in the world as of November 2025, delivering more than 1.8 exaflops of performance on the High Performance Linpack (HPL) benchmark. That figure places the computer firmly in the exascale era, capable of peak performance of 2.88 quintillion calculations per second. This sort of processing power has allowed exascale computers to perform impressive feats, such as discovering a flaw in all jet engines.
El Capitan is based on Hewlett Packard Enterprise’s Cray EX255a architecture, which uses AMD EPYC processors with Instinct MI300A GPUs. Unlike traditional supercomputers, this setup allows El Capitan to handle both simulation-heavy and AI-driven workloads more efficiently. This reflects the growing overlap between high-performance computing and machine learning. It has more than 11 million processing cores, working in parallel across a network of interconnected nodes. It also leads the way in the more demanding High-Performance Conjugate Gradients (HPCG) benchmark. HPCG is intended as a complementary benchmark to HPL, and is designed to measure performance in real-world applications, rather than theoretical peak performance.
Keeping to the theme of real-world applications, among El Capitan’s responsibilities are national security, including ensuring the reliability and safety of the country’s nuclear deterrent. It’s also tasked with running simulations for Los Alamos and Sandia National Laboratories. In terms of processing power, El Capitan is undoubtedly the planet’s most powerful and joins a list of supercomputers ranked the most powerful of their time. However, determining if it’s physically the largest supercomputer is a more complex task.
What makes it the largest isn’t quite so simple
Describing El Capitan as the largest supercomputer in the U.S. depends heavily on how one defines a supercomputer’s size. If we look at it from a sheer computational scale, it certainly tops the charts. El Capitan’s hefty core count of over 11 million is by far the world’s largest for a supercomputer. For comparison, the next largest is Argonne National Laboratory’s Aurora supercomputer with over 9 million cores.
However, when it comes to physical size, the story changes. While El Capitan occupies about 5,900 square feet of machine room space, the aforementioned Aurora computer is substantially larger, with a physical footprint of about 10,000 square feet. In other words, El Capitan delivers more computing power from a smaller footprint. This physical size disparity is to be expected as designers strive to pack more processing power into smaller form factors. Taken to its extreme, this trend also allowed Nvidia to build a pocket-sized supercomputer, the DGX Spark.
The latter point is ably demonstrated by NASA’s Pleiades supercomputer, which was decommissioned in January 2026. This computer took up 14,000 square feet of floor space but only had about 230,000 CPU cores — impressive for the time, but almost insignificant compared to El Capitan. What this means is that simply calling El Capitan the largest supercomputer in the U.S. isn’t a matter of simply comparing dimensions. Instead, it’s about looking at the hardware and the unprecedented computational scale it brings together in a single system.
Every woman’s body, including their monthly menstrual cycle, is different. For example, some experience moderate cycles that last a full seven days, others may have shorter and lighter periods, and still others may experience heavy bleeding for more than seven days each month. While variation in bleeding can be normal, if bleeding occurs between monthly cycles, it can be a cause for concern.
According to the Journal of Endometrial and Uterine Disorders, abnormal uterine bleeding (AUB) involves bleeding that happens outside of the regular menstrual cycles. Symptoms include spotting or heavy bleeding on an unexpected basis, as well as severe pain and cramping.
AUB, also known as menometrorrhagia, is not uncommon. In fact, research published in the British Medical Journal estimates that the condition impacts between 20-50% of women at some point during their reproductive years. Review this brief guide to learn about the symptoms as well as the treatment options available.
Common Causes of AUB
The causes of abnormal uterine bleeding can vary, as they are related to a range of medical issues and even certain medications. According to the Mayo Clinic and the American College of Obstetricians and Gynecologists, these are some of the most common causes of AUB.
Hormonal Issues
Hormones play a significant role in uterine bleeding as they are the primary factor behind the regulation of menstrual cycles. Hormonal imbalances most frequently occur in women just beginning menstruation and those who are beginning menopause.
Hormonal imbalance and uterine bleeding are often intertwined, and an imbalance can result in one of the following causes of abnormal uterine bleeding:
Polycystic Ovary Syndrome (PCOS)
This common condition involves multiple cysts on the ovaries, impacting hormone balance by increasing androgen hormones. PCOS is one of the primary causes of irregular periods, decreased fertility, acne, facial hair growth, and thinning hair.
Thyroid Disorders
Thyroid disorders refer to any issues related to the thyroid that prevent it from creating hormones that impact the body’s major functions. Both hyperthyroidism (excessive thyroid hormones) and hypothyroidism (low thyroid hormones) can cause irregular periods, missed periods, or heavier/lighter bleeding.
Noncancerous Growths
Noncancerous (or benign) growths found in the uterus can also cause abnormal uterine bleeding.
In some cases, bleeding can result from growths that create a blockage; in others, the growth can bleed, resulting in AUB. Some kinds of growths that can happen in the uterus include:
Polyps
These growths are found in the inner lining of the uterus and are connected to the lining by either a thin stalk or a large base within the uterus. While they are usually benign, they can create issues with bleeding or fertility if they are not treated.
Fibroids
Uterine fibroids are a kind of noncancerous tumor found growing either in or on the uterus. Symptoms are not always experienced, but the most common include back pain, painful sex, frequent need to urinate, and heavy bleeding.
Endometriosis
Endometriosis refers to an inflamed inner lining of the uterus caused by infection. It can occur suddenly (acute endometriosis) and last only a short time, such as after birth, miscarriage, or surgery involving the cervix or uterus. Chronic endometriosis often occurs after menopause or after certain sexually transmitted infections.
Certain sexually transmitted infections (STIs) or other types of infections can result in abnormal uterine bleeding.
Some of the most common infections that can cause bleeding include:
Cervicitis
Most often caused by an STI, this infection occurs when the cervix has become irritated and inflamed. Some symptoms that may be experienced are pain during sex, unusual vaginal discharge, or irregular bleeding.
Chlamydia
This common STI can be spread through vaginal sexual intercourse, oral sex, or anal sex. As there are often no symptoms associated with chlamydia aside from irregular bleeding, regular screenings are suggested.
Urinary Tract Infections
UTIs aren’t an indicator of uterine bleeding but of an issue within the urinary tract itself. However, if you notice blood when wiping that occurs outside of your menstrual cycle, it may result from a UTI rather than uterine bleeding.
Medications and Devices
Some medications and medical devices that are meant to treat menstrual or bleeding issues can cause irregular or heavy uterine bleeding.
Medications may include:
Blood thinners and aspirin
Intrauterine devices
Some kinds of birth control
Tamoxifen, a drug used to treat breast cancer
Other Medical Issues
There are several other medical conditions that can also contribute to abnormal uterine bleeding.
These include:
Pregnancy
While light spotting can occur when the zygote is implanting during early pregnancy, heavier bleeding during late pregnancy can be the result of a serious complication like polyps, infection, placental abruption, or cervical insufficiency. If you are pregnant and begin bleeding, contact your healthcare provider right away.
Miscarriage
Progressively heavier bleeding during pregnancy can indicate a miscarriage. Miscarriage can result from an issue with the developing fetus or one of the issues above.
Ectopic Pregnancy
An ectopic pregnancy occurs when the embryo grows in the fallopian tube, which is not designed to support a growing fetus. Abnormal uterine bleeding can indicate an ectopic pregnancy.
Blood Clotting Disorders
Clotting disorders affect the body’s ability to control its clotting function, either producing excessive clots that don’t result from injury or excessive bleeding. A side effect of treatment for excessive clotting can result in heavy bleeding.
Abnormal Uterine Bleeding Symptoms to Watch For
Typical menstrual cycles can last anywhere between 21 and 35 days, beginning the first day of menstruation, when endometrial lining is shed from the uterus if an egg has not been fertilized. The period usually lasts between five to seven days.
Bleeding that occurs after the cycle has finished is considered abnormal. Other symptoms can indicate a serious underlying issue as well.
Symptoms that are important to watch out for include:
Bleeding or spotting after a menstrual cycle
Bleeding or spotting after having sex
Bleeding after starting menopause
Having a menstrual cycle lasting longer than 35 days or less than 21 days
Irregular periods, including having a period more often than the 21-day cycle, and the cycle extending to longer than eight days
Very painful menstrual cycles
Experiencing extreme tiredness
Experiencing symptoms of anemia, such as weakness and shortness of breath
Heavy Menstrual Bleeding
Heavy menstrual bleeding is a common way many women experience abnormal uterine bleeding.
Some symptoms include:
Needing more than one sanitary napkin to contain the flow
Soaking through one sanitary napkin each hour consistently throughout several hours
Bleeding for longer than seven days
Waking up throughout the night to change a sanitary napkin
Having blood clots that are larger than the size of a quarter
Feeling extreme fatigue or out of breath due to loss of blood
Periods that involve heavy bleeding and extreme cramping can make it very difficult for a woman to function normally. Suffering through painful and heavy periods does not have to continue, however, as heavy period treatments are available.
Uterine Bleeding After Menopause
Menopause refers to the time when a woman has stopped getting a monthly cycle for at least twelve months consecutively. Even though the menstrual cycle has finished in menopause, bleeding can still occur.
There may be several reasons for bleeding during and after menopause, such as:
Weak uterus due to hormone deficiencies
Endometrial hyperplasia
Polyps
Hormone replacement therapy
Some kinds of cancers involving the female reproductive system
Uterine bleeding and menopause can occur at the same time, but it is typically a cause for concern, which is why it is important to seek medical attention. Seek comprehensive and compassionate care for menopause with Arizona Gynecology Consultants menopause services.
When to See a Doctor
Abnormal uterine bleeding can be alarming, but it is not always a reason to call your doctor. Certain symptoms, however, are indicative of a severe issue or an issue that has gone unnoticed and untreated.
Some signs of when to see a doctor for heavy bleeding include:
Bleeding heavily and leaking through one sanitary napkin for more than two hours at a time
Bleeding even after you have completed a menstrual cycle
Bleeding or spotting after menopause
Severe pain or cramping if you are not currently having a period
Bleeding for longer than seven days
Bleeding while also experiencing chest pain, dizziness, difficulty breathing normally, and fever
Having periods at unpredictable times
Bleeding while also experiencing anemia (including weakness or difficulty breathing)
Even if you don’t believe your symptoms are indicative of a severe issue, if they are making daily life difficult, discuss them with your doctor to pinpoint the cause and explore available treatments.
When to Seek Medical Attention for Abnormal Uterine Bleeding:
Bleeding that occurs between menstrual cycles
Heavy bleeding, including soaking through one pad every hour for several hours
Bleeding after menopause
Severe pain during or after a menstrual cycle
Chest pain along with bleeding
Fever while bleeding
Dizziness as well as bleeding
Diagnosis and Treatment Options
While a diagnosis of menometrorrhagia (or abnormal uterine bleeding) can occur without a known cause, a physician must identify the cause to assess your treatment options. This means that they will need to review your medical history, consider your age, the symptoms you are experiencing, and whether you have any known conditions that can result in AUB.
Blood tests may also be necessary to determine whether you have an infection and to check your hormone levels. Additional biopsies may be necessary to eliminate the possibility of cancer.
Treatment Options
Depending on the cause of the bleeding, there are several different treatment options available.
Some of these treatments include:
Hormonal regulation to promote regular menstrual cycles for those with ovulation issues.
Birth control for those with consistently heavy periods
Surgery, which can involve:
Hysterectomy (removal of the uterus)
Endometrial ablation (removal of the endometrium)
Growth removal
Abnormal Uterine Bleeding FAQs
Abnormal uterine bleeding can cause valid concern. While we recommend consulting with your doctor about your specific issues, we’ve answered some commonly asked questions relating to AUB:
Is There a Difference Between Chronic and Acute Abnormal Uterine Bleeding?
AUB is considered a chronic issue if it continues to occur for at least six months. If the abnormal bleeding has occurred suddenly and unexpectedly, then this is considered acute abnormal uterine bleeding. Keeping a log can be helpful for determining the frequency.
Is There a Certain Age When Abnormal Uterine Bleeding Is More Common?
While irregular bleeding can happen to women of all ages, it is more common for women in certain stages of life. Abnormal uterine bleeding is more common between the ages of 9 and 14, when a girl begins getting regular menstrual cycles. It is also common for women approaching perimenopause (the time before menopause), typically around the age of 50. During perimenopause, periods can be irregular, or the flow may become heavier or lighter.
Who Is at Risk for AUB?
Women who are of age to reproduce are at risk for developing AUB.
Additional risk factors for AUB can include:
Adolescence
Perimenopause
Obesity
The use of blood thinners
The use of an IUD
Schedule a Visit with Arizona Gynecology Consultants
Our experienced team is here to guide you toward the best treatment options—schedule your visit today.
*Editor’s Note: This article was originally published April 2, 2017 and has been updated May 5, 2025.
Resources:
Chen, M.-J., Luo, L., Liu, Y.-Y., Liu, M.-E., & Hsu, Y.-C. (2024). Heavy menstrual bleeding and outcomes in women: A narrative review. Taiwanese Journal of Obstetrics & Gynecology, 63(1), 7–13. https://doi.org/10.1016/j.tjog.2023.11.006
Munro, M. G., Fraser, I. S., & Archer, D. F. (2022). Abnormal uterine bleeding in reproductive-aged women. BMJ, 378, e070906. https://doi.org/10.1136/bmj-2022-070906
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