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MIT Develops System to Boost Data Centre Efficiency by Up to 94%

MIT researchers develop Sandook, a system that boosts data centre efficiency by up to 94% without new hardware, improving SSD performance.

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MIT researchers develop Sandook, a system that boosts data centre efficiency by up to 94% without new hardware, improving SSD performance.
Image credit: Brett Sayles/Pexels

Researchers at the Massachusetts Institute of Technology (MIT) have developed a new system that significantly improves data centre efficiency by optimising the performance of storage devices, potentially reducing the need for additional hardware.

The system, called Sandook, addresses a persistent challenge in modern data centres—underutilisation of storage devices due to performance variability. By simultaneously tackling multiple sources of inefficiency, the approach delivers substantial performance gains compared to traditional methods.

Data Centre Efficiency: Addressing a Hidden Bottleneck

In data centres, multiple storage devices such as solid-state drives (SSDs) are often pooled together so that applications can share resources. However, differences in device performance mean that slower drives can limit overall system efficiency.

MIT researchers found that these inefficiencies stem from three key factors: hardware variability across devices, conflicts between read and write operations, and unpredictable slowdowns caused by internal processes like garbage collection.

To overcome this, the team developed Sandook, a software-based system designed to manage these issues in real time.

Two-Tier Intelligent Architecture

The system uses a two-tier architecture, combining a global controller that distributes tasks across devices with local controllers that react quickly to performance slowdowns.

This structure allows Sandook to dynamically balance workloads, rerouting tasks away from devices experiencing delays and optimising performance across the entire system.

The system also profiles the behaviour of individual SSDs, enabling it to anticipate slowdowns and adjust workloads accordingly.

Significant Performance Gains

When tested on real-world tasks such as database operations, AI model training, image compression, and data storage, Sandook demonstrated major improvements.

The system increased throughput by between 12 percent and 94 percent compared to conventional methods, while also improving overall storage utilisation by 23 percent. It enabled SSDs to achieve up to 95 percent of their theoretical maximum performance—without requiring specialised hardware.

A More Sustainable Approach

Researchers emphasised that improving efficiency is critical given the cost and environmental impact of data centre infrastructure.

“There is a tendency to want to throw more resources at a problem to solve it, but that is not sustainable in many ways. We want to be able to maximize the longevity of these very expensive and carbon-intensive resources,” said Gohar Chaudhry, lead author of the study, ina media statement.

“With our adaptive software solution, you can still squeeze a lot of performance out of your existing devices before you need to throw them away and buy new ones,” she added.

Unlocking Untapped Potential

The system also addresses the challenge of inconsistent device behaviour over time.

“I can’t assume all SSDs will behave identically through my entire deployment cycle. Even if I give them all the same workload, some of them will be stragglers, which hurts the net throughput I can achieve,” Chaudhry explained.

By continuously adjusting workloads, Sandook ensures that even underperforming devices contribute effectively without dragging down overall performance.

Researchers say the system could be further enhanced by integrating new storage technologies and adapting to predictable workloads such as artificial intelligence applications.

“Our dynamic solution can unlock more performance for all the SSDs and really push them to the limit. Every bit of capacity you can save really counts at this scale,” Chaudhry said.

Implications

As demand for data processing continues to surge, innovations like Sandook could play a critical role in making data centres more efficient, cost-effective, and environmentally sustainable—without requiring massive infrastructure expansion.

Space & Physics

NASA’s Artemis II Captures Stunning ‘Earthset’ Over the Moon

NASA’s Artemis II crew captures a rare Earthset over the Moon, revealing lunar basins, craters, and Earth’s night-day divide.

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Artemis II Captures Rare ‘Earthset’ Over Moon
Earth sets beyond the Moon’s horizon as seen by the Artemis II crew on April 6, 2026, revealing the lunar surface’s cratered terrain alongside Earth’s day–night divide over the Australia–Oceania region. Image credit: NASA

NASA’s Artemis II mission has captured a striking new perspective of the Moon, showing Earth setting beyond the lunar horizon in a rare and visually dramatic moment from deep space.

The image, taken on April 6, 2026, at 6:41 p.m. EDT by the Artemis II crew during their journey around the far side of the Moon, reveals Earth partially dipping behind the Moon’s curved limb—an event often described as an “Earthset.”

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Captured through Orion’s window during Artemis II’s lunar flyby on April 6, 2026, this image shows Earth setting behind the Moon’s cratered surface, with clouds visible over Australia and Oceania and the terraced Ohm crater in the foreground.Image Credit: NASA

A Geological Snapshot of the Moon

Beyond its visual impact, the image offers a detailed look at the Moon’s complex surface.

The Orientale basin, one of the Moon’s most prominent impact structures, is visible along the edge of the lunar surface. Nearby, the Hertzsprung Basin appears as faint concentric rings, partially disrupted by the younger Vavilov crater, which sits atop the older geological formation.

Also visible are chains of secondary craters—linear indentations formed by debris ejected during the massive impact that created the Orientale basin.

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Captured by the Artemis II crew on April 6, 2026, this image shows the Moon’s terminator—the boundary between day and night—where low-angle sunlight casts long shadows, revealing craters and rugged terrain in striking detail during the spacecraft’s far-side flyby. Image credit: NASA

Artemis II: Earth in Shadow and Light

The photograph also captures Earth in a moment of contrast.

The darkened portion of the planet is in nighttime, while the illuminated side reveals swirling cloud formations over Australia and the Oceania region, offering a reminder of Earth’s dynamic atmosphere even from hundreds of thousands of kilometres away.

Artemis II: A New Era of Lunar Exploration

The Artemis II mission marks a major step in NASA’s return to the Moon, carrying astronauts on a crewed journey around the lunar surface for the first time in over five decades.

Images like this not only provide scientific insights into lunar geology but also offer a powerful visual connection between Earth and its nearest celestial neighbour—highlighting both the scale of space exploration and the fragility of our home planet.

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Captured by the Artemis II crew on April 6, 2026, this image shows the Moon completely blocking the Sun during a rare 54-minute totality. The Sun’s corona forms a glowing halo around the lunar disk, while faint stars and Earth-reflected light illuminate the Moon’s surface—offering a unique deep-space perspective. Image Credit: NASA

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Space & Physics

NASA to launch first crewed Artemis Moon mission on April 1

NASA will launch Artemis II on April 1, marking the first crewed mission around the Moon in over 50 years.

Joe Jacob

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NASA will launch Artemis II on April 1, marking the first crewed mission around the Moon in over 50 years.
Artemis II crew members (from left) CSA (astronaut Jeremy Hansen, and NASA astronauts Christina Koch, Victor Glover, and Reid Wiseman. Image credit: NASA/Kim Shiflett

Artemis will be the first human mission to travel beyond low-Earth orbit since the Apollo era, and it is designed as a 10-day journey that will take astronauts on a flyby around the Moon before returning to Earth.

NASA is set to make history with the launch of its first crewed Artemis mission around the Moon, with liftoff targeted for April 1, 2026, marking humanity’s return to deep space exploration after more than five decades.

The mission, known as Artemis II, will carry four astronauts aboard the Orion spacecraft using NASA’s powerful Space Launch System rocket. The launch is scheduled from Kennedy Space Center in Florida, with additional backup launch opportunities extending through early April.

This will be the first human mission to travel beyond low-Earth orbit since the Apollo era, and it is designed as a 10-day journey that will take astronauts on a flyby around the Moon before returning to Earth.

The crew includes NASA astronauts Reid Wiseman, Victor Glover, and Christina Koch, along with Canadian astronaut Jeremy Hansen. The mission is expected to test critical systems such as life support, navigation, and the spacecraft’s heat shield in deep space conditions.

Unlike future Artemis missions, Artemis II will not land on the lunar surface. Instead, it serves as a crucial step toward upcoming missions that aim to establish a sustained human presence on the Moon and eventually enable crewed missions to Mars.

NASA officials say the mission represents a major milestone in space exploration, combining international collaboration and advanced technology to usher in a new era of human spaceflight.

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Space & Physics

Magnetic Fields Found to Shape Star Formation Near Milky Way Disc

Scientists map magnetic fields in molecular clouds near the Milky Way, revealing their key role in slowing and shaping star formation.

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Magnetic fields star formation in molecular clouds within a nebula in the Milky Way
Image credit: NASA/Unsplash

Scientists map magnetic fields in molecular clouds near the Milky Way, revealing their key role in slowing and shaping star formation.

Scientists have uncovered new insights into how stars are formed by mapping the magnetic fields surrounding molecular clouds near the Milky Way’s disc, offering a deeper understanding of one of the universe’s most fundamental processes.

The study focuses on two small molecular clouds—L1604 and L121—revealing how magnetic fields influence the balance between gravity and internal pressure during star formation.

Magnetic Fields Star Formation in Milky Way Clouds

For decades, astronomers have understood star formation as a balance between gravity pulling gas inward and internal pressure pushing outward. However, the new research highlights a third critical factor: magnetic fields.

In a media statement, the researchers explained that magnetic fields act as an invisible force shaping how molecular clouds evolve and collapse to form stars.

The study was conducted by scientists from the Aryabhatta Research Institute of Observational Sciences (ARIES)m Uttarakhand, India and Assam University, using advanced polarimetric techniques to detect otherwise invisible magnetic structures.

Magnetic Fields Star Formation Observed Using Polarimetry

To map these fields, the team used R-band polarimetry with the ARIES Imaging Polarimeter mounted on a 104-cm telescope in Nainital.

This technique measures how starlight becomes polarised as it passes through dust grains aligned by magnetic fields.

In a media statement, the researchers said that by analysing thousands of such light signals, they were able to “see” the skeleton of magnetic fields surrounding the molecular clouds for the first time.

Two Molecular Clouds Reveal Contrasting Behaviour

The study examined two distinct clouds:

  • L1604, located about 816 parsecs away, is dense and massive, with strong potential for future star formation
  • L121, much closer at 124 parsecs, is less dense but exhibits a stronger and more organised magnetic field

In a media statement, the scientists noted that the orderly magnetic structure in L121 suggests it has not yet undergone intense gravitational collapse, unlike more active star-forming regions.

Magnetic Fields Star Formation Controlled by Energy Balance

By calculating magnetic field strength, the researchers found that both clouds are sub-critical, meaning magnetic forces are strong enough to resist gravitational collapse across most of their structure.

In a media statement, the team stated that magnetic energy dominates over both turbulence and gravity at the outer regions of the clouds.

However, deep within the dense cores, gravity may begin to take over, creating conditions suitable for star formation.

The “Recipe” for Star Formation

The findings suggest that magnetic fields play a crucial role in regulating how quickly stars form.

In a media statement, researchers said that magnetism acts as an “invisible hand,” slowing down star formation and preventing galaxies from converting all their gas into stars at once.

The study positions L1604 and L121 as natural laboratories for understanding the interplay between gravity and magnetism.

Rather than being passive clouds, they represent dynamic systems where fundamental forces interact over millions of years to shape the birth of stars.

The findings offer a clearer picture of how galaxies like the Milky Way sustain star formation over long cosmic timescales, balancing collapse with control.

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